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Rockstar Games Interview Questions

Rockstar Games Interview Guides

Let’s say that your company is running a standard control and variant AB test on a feature to increase conversion rates on the landing page. The PM checks the results and finds a .04 p-value.

How would you assess the validity of the result?

Experiment Validity

In an A/B test, how can you check if assignment to the various buckets was truly random?

In an A/B test, which of the following is a common method to determine if the assignment to the test groups was truly random?

In an A/B test, which of the following is a common method to determine if the assignment to the test groups was truly random?

Random Bucketing

You are testing hundreds of hypotheses with many t-tests. What considerations should be made?

What is a key disadvantage of the F-test when compared to multiple t-tests?

What is a key disadvantage of the F-test when compared to multiple t-tests?

Hundreds of Hypotheses

You are testing hundreds of hypotheses with many t-tests. What considerations should be made?

Rockstar Games Salaries by Position

At Rockstar Games, we create world-class entertainment experiences. A career at Rockstar Games is about being part of a team working on some of the most creatively rewarding and ambitious projects to be found in any entertainment medium. You would be welcomed to a dedicated and inclusive environment where you can learn and collaborate with some of the most talented people in the industry. Rockstar NYC is seeking an experienced Associate Principal Software Engineer to join our Online Services Auth & Identity team, as an individual contributor who can take ownership of critical interconnected systems and develop future-looking plans for improvements. This is a full-time in-office position based out of our Rockstar offices. The successful candidate will be working on .NET 8 and TypeScript solutions with an internationally established team, supporting Grand Theft Auto Online and upcoming releases. They will possess a great attention to detail, be a strong team player and have excellent communication skills. We are looking for someone who is passionate about games, eager for new challenges, and ready to continue our legacy of creating the greatest games in the world. WHAT WE DO
The Rockstar Games Online Services is a technology platform that powers Rockstar's online titles and our ability to deliver world-class player experiences.
We create and maintain high-impact features for Grand Theft Auto Online, Red Dead Online, the Rockstar Games Launcher, and the Rockstar websites, as well as the core player account ecosystem.
We align technology and tools with our digital distribution platform to create solutions that enhance our games and empower various teams within Rockstar.
The Auth & Identity team collaborates with teams across Rockstar Games to provide centralized authentication, authorization, and identity systems, supporting our players across all platforms.
RESPONSIBILITIES Take ownership of large-scale systems utilizing C#, MSSQL, and JavaScript with React.
Evaluate existing systems to identify opportunities for improvement and modernization, work with product management and engineering team members to design and implement changes.
Collaborate with other teams across our global organization to design technical solutions to meet a very high bar of security and scalability needs.
Demonstrate expert technical knowledge that can be used to guide and mentor fellow engineers to solve complex problems.
Conduct code reviews and provide constructive feedback to help ensure all work meets best practice guidelines.
QUALIFICATIONS Minimum of 10 years of professional software engineering experience.
Minimum of 4 years of experience working on authentication systems, preferably at scale
A degree in computer science or equivalent.
As a core member of an internationally based team, you will possess excellent communication skills, with a proven ability to develop and maintain strong working relationships with engineers and stakeholders.
A strong sense of ownership, with a proactive nature, and a drive to accomplish objectives and drive a team to success.
A passion for web and automation technologies and a desire to remain up to date with the latest technologies.
SKILLS Experience with architecture and ownership of large-scale systems.
Expert in measuring large-scale solution KPIs using data driven approaches.
Expert in .NET and SQL for building highly performant large-scale systems.
Expert in modern JavaScript or TypeScript with experience in React.
Experience with shared code and use of source control platforms, preferably Perforce and Git.
Knowledge of Agile software development processes.
PLUSES Please note that these are desirable skills and are not required to apply for the position. Experience with TypeScript.
Knowledge of accessibility best practices.
Knowledge of Rockstar's game titles and a passion for playing video games.
Experience implementing and rolling out end-user passwordless solutions.
HOW TO APPLY Please apply with a resume and cover letter demonstrating how you meet the skills above. If we would like to move forward with your application, a Rockstar recruiter will reach out to you to explain next steps and guide you through the process. Rockstar is committed to creating a work environment that promotes equal opportunity, dignity and respect. In line with this commitment, Rockstar will provide reasonable accommodations to qualified job applicants with disabilities during the recruitment process in order for such applicants to be considered for the position for which they are applying, as well as to qualified employees to enable them to perform the essential functions of their roles. If you need more information about Rockstar's reasonable accommodation policies or process, or need to request an accommodation, please contact the Human Resources Department. ** For those based in Toronto, Rockstar will provide accommodations to job applicants and employees as long as such accommodations do not pose an undue hardship on Rockstar, and consistent with its obligations under the Human Rights Code and the Accessibility for Ontarians with Disabilities Act. If you've got the right skills for the job, we want to hear from you. We encourage applications from all suitable candidates regardless of age, disability, gender identity, sexual orientation, religion, belief, race, or any other protected category. The pay range for this position in New York State (inclusive of New York City) at the start of employment is expected to be between the range below* per year. However, base pay offered is based on market location, and may vary further depending on individualized factors for job candidates, such as job-related knowledge, skills, experience, and other objective business considerations. Subject to those same considerations, the total compensation package for this position may also include other elements, including a bonus and/or equity awards, in addition to a full range of medical, financial, and/or other benefits. Details of participation in these benefit plans will be provided if an employee receives an offer of employment. If hired, employee will be in an "at-will position" and the company reserves the right to modify base salary (as well as any other discretionary payment or compensation or benefit program) at any time, including for reasons related to individual performance, company or individual department/team performance, and market factors. *NY Base Pay Range $123,500-$182,780 USD

At Rockstar Games, we create world-class entertainment experiences. A career at Rockstar Games is about being part of a team working on some of the most creatively rewarding and ambitious projects to be found in any entertainment medium. You would be welcomed to a dedicated and inclusive environment where you can learn, and collaborate with some of the most talented people in the industry. Rockstar is on the lookout for talented Senior Data Scientist, Subscriptions who possesses a passion for both games and creating powerful insights from data. This is a full-time, in-office position based out of Rockstar's NYC headquarters in Downtown Manhattan. WHAT WE DO The Rockstar Analytics team provides insights and actionable results to a wide variety of stakeholders across the organization in support of their decision making. We perform complex analyses, build reporting solutions, and help develop data that drives forward actionable, efficient insight delivery to help inform decisions across multiple stakeholder groups and development projects. We drive high-impact improvements via hands-on exploration of data, dashboards, statistical analyses, and predictive models. RESPONSIBILITIES Assure Rockstar continues to build value for players for our subscription service through compelling analytics and reports. Define, measure, and socialize KPIs for our subscription service. Build and maintain regular reports and provide ad-hoc analysis to support business needs. Build monitoring to alert stakeholders of any significant changes to subscription KPIs. Generate insights on lifecycle and retention by analyzing marketing campaigns and product feature releases. Present insights to key decision-makers and articulate recommended actions based on the findings. Collaborate with stakeholders through the lifecycle of data solutions to ensure we are addressing the right needs. Recommend and implement innovative data solutions and methodologies to measure membership health and create positive experiences for our players. QUALIFICATIONS 4 years working with SQL to perform exploratory analysis while writing readable and optimized queries. 4 years in data science or similar role in the gaming, marketing, finance, or technology fields required. 2 years in subscription analytics or live service analytics. Ability to draw inferences from disparate data sources, identifying key findings and linking to business strategies or objectives. Technical proficiency with large-scale datasets and cloud infrastructure Bachelor's degree in Math, Economics, Statistics, or a related field preferred. Experience with Python and common data science libraries. Passion for Rockstar Games and our titles. SKILLS Excellent written and verbal communication skills, with the ability to communicate and visualize complex information in a meaningful way to a variety of audiences. Strong interpersonal skills with the ability to work with diverse teams and stakeholders at all levels. Ability to work directly with a variety of stakeholders to understand their needs and ensure analytic solutions are relevant and actionable. Ability to develop and maintain good relations and communicate with people at all hierarchical levels. Proficiency in statistics such as distributions, predictive modeling, data validation, statistical testing, and regression. Strong problem-solving skills. Ability to reconcile technical and business perspectives. Autonomy and entrepreneurship. Strong team spirit. PLUSES Please note that these are desirable skills and are not required to apply for the position. Experience with Hadoop, Snowflake and/or Databricks. Game industry experience strongly desired. HOW TO APPLY Please apply with a resume and cover letter demonstrating how you meet the skills above. If we would like to move forward with your application, a Rockstar recruiter will reach out to you to explain next steps and guide you through the process. Rockstar is committed to creating a work environment that promotes equal opportunity, dignity and respect. In line with this commitment, Rockstar will provide reasonable accommodations to qualified job applicants with disabilities during the recruitment process in order for such applicants to be considered for the position for which they are applying, as well as to qualified employees to enable them to perform the essential functions of their roles. If you need more information about Rockstar's reasonable accommodation policies or process, or need to request an accommodation, please contact the Human Resources Department. If you've got the right skills for the job, we want to hear from you. We encourage applications from all suitable candidates regardless of age, disability, gender identity, sexual orientation, religion, belief, race, or any other protected category. The pay range for this position in New York State (inclusive of New York City) at the start of employment is expected to be between the range below per year. However, base pay offered is based on market location, and may vary further depending on individualized factors for job candidates, such as job-related knowledge, skills, experience, and other objective business considerations. Subject to those same considerations, the total compensation package for this position may also include other elements, including a bonus and/or equity awards, in addition to a full range of medical, financial, and/or other benefits. Details of participation in these benefit plans will be provided if an employee receives an offer of employment. If hired, employee will be in an "at-will position" and the company reserves the right to modify base salary (as well as any other discretionary payment or compensation or benefit program) at any time, including for reasons related to individual performance, company or individual department/team performance, and market factors. NY Base Pay Range $121,400-$161,800 USD

Become part of a team working on some of the most rewarding, large-scale creative projects to be found in any entertainment medium - all within an inclusive, highly-motivated environment where you can learn and collaborate with some of the most talented people in the industry.Rockstar is seeking a Senior Data Engineer to join a team focused on building a cutting-edge game analytics platform and tools to better understand our players and enhance their experience in our games.The ideal candidate will be skilled in developing complex ingestion and transformation processes with an emphasis on reliability and performance. In collaboration with other data engineers, machine learning engineers, and software engineers, the candidate will empower the team of analysts and data scientists to deliver data-driven insights and applications to company stakeholders.This is a full-time, in-office position based out of Rockstar’s NYC headquarters in Downtown Manhattan.<h3>WHAT WE DO</h3>The Rockstar Analytics team provides insights and actionable results to a wide variety of stakeholders across the organization in support of their decision making.<h3>RESPONSIBILITIES</h3><ol><li>Implement and maintain real-time and batch Data Models.</li><li>Play a key role in designing and optimizing the overall data architecture, ensuring scalability, reliability, and performance.</li><li>Deliver real-time and non-real-time data models to analysts and data scientists who create insights and analytics applications for our stakeholders.</li><li>Assist in the development of deployment automation and operational support strategies.</li><li>Assist in the development of a big data platform in Databricks using pipeline technologies such as Spark, Airflow, and more to support a variety of requirements and applications.</li><li>Set the standards for warehouse and schema design in massively parallel processing engines such as Databricks (Spark) and Snowflake while collaborating with analysts and data scientists in the creation of efficient data models.</li><li>Identify opportunities for process improvement and best practices in data engineering and contribute to the development and implementation of new methodologies.</li><li>Maintain and extend our CI/CD processes and documentation.</li><li>Provide technical guidance and leadership to the data engineering team, including mentoring junior engineers.</li></ol><h3>QUALIFICATIONS</h3><ol><li>6+ years of work experience with data modeling and business intelligence on big data architectures.</li><li>4+ years of experience with Python.</li><li>4+ years of experience with Spark.</li><li>Expert in at least one SQL language.</li><li>Experience developing and managing data warehouses on a terabyte or petabyte scale.</li><li>Strong experience in massively parallel processing & columnar databases.</li><li>Experience building Real-Time and/or Near-Real-Time data pipelines.</li><li>Experience working in a Linux environment.</li></ol><h3>SKILLS</h3><ol><li>Deep understanding of advanced data warehousing concepts and track record of applying these concepts on the job.</li><li>Ability to manage numerous projects concurrently and strategically, prioritizing when necessary.</li><li>Dynamic team player.</li><li>A passion for technology.</li></ol><h3>PLUSES</h3>Please note that these are desirable skills and are not required to apply for the position.<ol><li>Experience with Databricks.</li><li>Experience with Java or Scala.</li><li>Experience with Jupyter Notebooks.</li><li>Experience in Lambda data ingestion architecture.</li><li>Experience with CI/CD.</li><li>Familiar with Restful APIs.</li><li>Experience with Artifact Repositories.</li><li>Knowledge of the video game industry.</li><li>Experience in Machine Learning pipelines and popular libraries.</li></ol><h3>HOW TO APPLY</h3>Please apply with a resume and cover letter demonstrating how you meet the skills above. If we would like to move forward with your application, a Rockstar recruiter will reach out to you to explain next steps and guide you through the process.Rockstar is proud to be an equal opportunity employer, and we are committed to hiring, promoting, and compensating employees based on their qualifications and demonstrated ability to perform job responsibilities.If you’ve got the right skills for the job, we want to hear from you. We encourage applications from all suitable candidates regardless of age, disability, gender identity, sexual orientation, religion, belief, or race.
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At Rockstar Games, we create world-class entertainment experiences. Become part of a team working on some of the most rewarding, large-scale creative projects to be found in any entertainment medium - all within an inclusive, highly-motivated environment where you can learn and collaborate with some of the most talented people in the industry. Rockstar Games is seeking an experienced product manager to help us deliver world-class experiences to new and returning players. This full-time role is an amazing opportunity to contribute to the platform that connects millions of players across the globe with our live-service gaming experiences, including Grand Theft Auto Online and Red Dead Online. In this role, you will help us create, communicate, and execute our vision for our online platform and the technologies that power it. You will think through complex workflows, break them down into straightforward requirements, and prioritize those requirements effectively. Whether it is through documentation, roadmaps, presentations, or direct feedback, you will work closely with our services and game development teams to deliver the right solution at the right time. You will drive strategies that ensure our services can scale, are resilient, performant, and remain secure. This is a full-time, in-office position based out of Rockstar's NYC headquarters in Downtown Manhattan. WHAT WE DO <ul><li>Rockstar Games Online Services is a technology platform that powers Rockstar's online titles and our ability to deliver world-class player experiences. </li><li>We create and maintain high-impact features for Grand Theft Auto Online, Red Dead Online, the Rockstar Games Launcher, as well as the core player accounts ecosystem and related social and messaging channels. </li><li>We also align technology and tools with our game and platform features to empower various teams within Rockstar - including development, marketing, cheat operations, and customer support - to create better experiences for our players. </li></ul>RESPONSIBILITIES <ul><li>Champion Product Management - foster a culture of collaboration, innovation and security-focused product development. Provide guidance and mentorship to other product managers, helping them grow their skills and contribute effectively to the team's success. </li><li>Lead the design and implementation of secure game services - participate in development and deployment of secure backend systems, with a focus on preventing abuse, cheating, and securing player data. </li><li>Collaborate with cross-functional teams to deliver secure, scalable game features - work closely with various engineering, game design, and operations teams to develop game features that prioritize both player experience and security. </li><li>Drive the product roadmap for game security and service infrastructure - manage the roadmap, aligning it with company goals, security standards, and player needs for both new and existing games. </li><li>Analyze game security metrics and player behavior - use data-driven insights to identify trends, risks, and areas for improvement in game security and service reliability. </li><li>Stay current with security trends, vulnerabilities, and technologies - continuously research new threats and technologies and apply that knowledge to improve the security posture of our platform. </li><li>Communicate technical and security requirements to both technical and non-technical stakeholders - translate complex security concepts into understandable requirements for cross-functional teams and executive stakeholders. </li><li>Drive continuous improvement in game and platform security - review and optimize security, performance, and scalability strategies to ensure our games meet high standards for player safety and service quality. </li></ul>QUALIFICATIONS <ul><li>12+ years of professional experience in product management in gaming or technology, or an adjacent field. </li><li>Extensive experience with distributed systems and microservices architecture. </li><li>Demonstrated experience with games development, its relevant tools and considerations - preferably with focus on online multiplayer games and game security. </li><li>Experience with API security. </li><li>Experience with game security and anti-cheat systems. </li></ul>SKILLS <ul><li>Be a Team Player - outstanding communication, interpersonal, and leadership skills. </li><li>Knack for influencing stakeholders across a variety of orgs - without explicit authority. </li><li>Aptitude for working iteratively to support evolving stakeholder visions. </li><li>Strong understanding of networking protocols (TCP, UDP, HTTP/s, WebSockets, etc.) </li><li>Understanding of DevOps and CI/CD pipelines. </li><li>Knowledge of modern cloud infrastructure and security best practices. </li><li>Expertise in distributed systems and scalability. </li><li>Knowledge of encryption and cryptography. </li></ul>PLUSES Please note that these are desirable skills and are not required to apply for the position. <ul><li>Avid gamer with a passion for Rockstar Games titles. </li><li>One or more titles shipped on console or PC; preferably on the Xbox and/or PlayStation consoles. </li><li>Experience with analytical and visualization tools like Figma, Snowflake, and Tableau. </li><li>Direct experience in software engineering, software development, data engineering, or similar. </li><li>Degree in computer science or equivalent experience. </li></ul>HOW TO APPLY Please apply with a resume and cover letter demonstrating how you meet the skills above. If we would like to move forward with your application, a Rockstar recruiter will reach out to you to explain next steps and guide you through the process. Rockstar is committed to creating a work environment that promotes equal opportunity, dignity and respect. In line with this commitment, Rockstar will provide reasonable accommodations to qualified job applicants with disabilities during the recruitment process in order for such applicants to be considered for the position for which they are applying, as well as to qualified employees to enable them to perform the essential functions of their roles. If you need more information about Rockstar's reasonable accommodation policies or process, or need to request an accommodation, please contact the Human Resources Department. If you've got the right skills for the job, we want to hear from you. We encourage applications from all suitable candidates regardless of age, disability, gender identity, sexual orientation, religion, belief, race, or any other protected category. The pay range for this position in New York State (inclusive of New York City) at the start of employment is expected to be between the range below* per year. However, base pay offered is based on market location, and may vary further depending on individualized factors for job candidates, such as job-related knowledge, skills, experience, and other objective business considerations. Subject to those same considerations, the total compensation package for this position may also include other elements, including a bonus and/or equity awards, in addition to a full range of medical, financial, and/or other benefits. Details of participation in these benefit plans will be provided if an employee receives an offer of employment. If hired, employee will be in an "at-will position" and the company reserves the right to modify base salary (as well as any other discretionary payment or compensation or benefit program) at any time, including for reasons related to individual performance, company or individual department/team performance, and market factors. *NY Base Pay Range $143,000-$183,800 USD

At Rockstar Games, we create world-class entertainment experiences. A career at Rockstar Games is about being part of a team working on some of the most creatively rewarding and ambitious projects to be found in any entertainment medium. You would be welcomed to a dedicated and inclusive environment where you can learn, and collaborate with some of the most talented people in the industry. Rockstar is seeking a Data Engineer to join a team focused on building a cutting-edge game analytics platform and tools to better understand our players and enhance their experience in our games. This is a full-time permanent position based out of Rockstar's unique game development studio in Andover, MA. The ideal candidate will be skilled in developing complex ingestion and transformation processes with an emphasis on reliability and performance. In collaboration with other data engineers, machine learning engineers, and software engineers, the candidate will empower the team of analysts and data scientists to deliver data driven insights and applications to company stakeholders. WHAT WE DO
The Rockstar Analytics team provide insights and actionable results to a wide variety of stakeholders across the organization in support of their decision making.
We are currently adding team members to multiple verticals including; Machine Learning and Game Data Pipeline.
RESPONSIBILITIES Implement and maintain real-time and batch Data Models.
Deliver real-time and non-real-time data models to analysts and data scientists who create insights and analytics applications for our stakeholders.
Implement and support streaming technologies such as Kafka, Spark, Cassandra & AzureML.
Assist in the development of deployment automation and operational support strategies.
Assist in the development of a big data platform in Hadoop using pipeline technologies such as Spark, Airflow, and more to support a variety of requirements and applications.
Set the standards for warehouse and schema design in massively parallel processing engines such as Hadoop and Snowflake while collaborating with analysts and data scientist in the creation of efficient data models.
Maintain and extend our CI/CD processes and documentation.
QUALIFICATIONS 3+ years of work experience with data modeling, business intelligence and machine learning on big data architectures.
2+ years of experience with the Hadoop ecosystem (HDFS, Spark, Oozie, Impala, etc.) and big data ecosystems (Kafka, Cassandra, etc.).
2+ years of experience with the Azure ecosystem (Azure ML, Azure Data Factory)
Expert in at least one SQL language such as T-SQL or PL/SQL.
Experience developing and managing data warehouses on a terabyte or petabyte scale.
Strong experience in massively parallel processing & columnar databases.
Experience building Real-Time and/or Near-Real-Time ML pipelines.
Experience with Python, Scala, or Java.
Experience with shell scripting.
Experience working in a Linux environment.
SKILLS Deep understanding of advanced data warehousing concepts and track record of applying these concepts on the job.
Ability to manage numerous projects concurrently and strategically, prioritizing when necessary.
Good communication skills.
Dynamic team player.
A passion for technology.
PLUSES Please note that these are desirable skills and are not required to apply for the position. Experience with Python based libraries such as Scikit-Learn
Experience with Databricks
Experience with Spark-ML, Jupyter Notebook, AzureML.
Experience in Lambda architecture.
Experience with CI/CD.
Familiar with Restful APIs.
Experience with Artifact Repositories.
Knowledge of the video game industry. HOW TO APPLY Please apply with a resume and cover letter demonstrating how you meet the skills above. If we would like to move forward with your application, a Rockstar recruiter will reach out to you to explain next steps and guide you through the process. Rockstar is proud to be an equal opportunity employer, and we are committed to hiring, promoting, and compensating employees based on their qualifications and demonstrated ability to perform job responsibilities. If you've got the right skills for the job, we want to hear from you. We encourage applications from all suitable candidates regardless of age, disability, gender identity, sexual orientation, religion, belief, or race.

At Rockstar Games, we create world-class entertainment experiences. A career at Rockstar Games is about being part of a team working on some of the most creatively rewarding and ambitious projects to be found in any entertainment medium. You would be welcomed to a dedicated and inclusive environment where you can learn, and collaborate with some of the most talented people in the industry. Rockstar is seeking a Data Engineer to join a team focused on building a cutting-edge game analytics platform and tools to better understand our players and enhance their experience in our games. This is a full-time permanent position based out of Rockstar's unique game development studio in Andover, MA. The ideal candidate will be skilled in developing complex ingestion and transformation processes with an emphasis on reliability and performance. In collaboration with other data engineers, machine learning engineers, and software engineers, the candidate will empower the team of analysts and data scientists to deliver data driven insights and applications to company stakeholders. WHAT WE DO <ul> <li>The Rockstar Analytics team provide insights and actionable results to a wide variety of stakeholders across the organization in support of their decision making.</li> <li>We are currently adding team members to multiple verticals including; Machine Learning and Game Data Pipeline.</li> </ul>RESPONSIBILITIES<ul> <li>Implement and maintain real-time and batch Data Models.</li> <li>Deliver real-time and non-real-time data models to analysts and data scientists who create insights and analytics applications for our stakeholders.</li> <li>Implement and support streaming technologies such as Kafka, Spark, Cassandra & AzureML.</li> <li>Assist in the development of deployment automation and operational support strategies.</li> <li>Assist in the development of a big data platform in Hadoop using pipeline technologies such as Spark, Airflow, and more to support a variety of requirements and applications.</li> <li>Set the standards for warehouse and schema design in massively parallel processing engines such as Hadoop and Snowflake while collaborating with analysts and data scientist in the creation of efficient data models.</li> <li>Maintain and extend our CI/CD processes and documentation.</li> </ul>QUALIFICATIONS<ul> <li>3+ years of work experience with data modeling, business intelligence and machine learning on big data architectures.</li> <li>2+ years of experience with the Hadoop ecosystem (HDFS, Spark, Oozie, Impala, etc.) and big data ecosystems (Kafka, Cassandra, etc.).</li> <li>2+ years of experience with the Azure ecosystem (Azure ML, Azure Data Factory) </li> <li>Expert in at least one SQL language such as T-SQL or PL/SQL.</li> <li>Experience developing and managing data warehouses on a terabyte or petabyte scale.</li> <li>Strong experience in massively parallel processing & columnar databases.</li> <li>Experience building Real-Time and/or Near-Real-Time ML pipelines.</li> <li>Experience with Python, Scala, or Java.</li> <li>Experience with shell scripting.</li> <li>Experience working in a Linux environment.</li> </ul>SKILLS<ul> <li>Deep understanding of advanced data warehousing concepts and track record of applying these concepts on the job.</li> <li>Ability to manage numerous projects concurrently and strategically, prioritizing when necessary.</li> <li>Good communication skills.</li> <li>Dynamic team player.</li> <li>A passion for technology.</li> </ul>PLUSES Please note that these are desirable skills and are not required to apply for the position.<ul> <li>Experience with Python based libraries such as Scikit-Learn </li> <li>Experience with Databricks</li> <li>Experience with Spark-ML, Jupyter Notebook, AzureML.</li> <li>Experience in Lambda architecture.</li> <li>Experience with CI/CD.</li> <li>Familiar with Restful APIs.</li> <li>Experience with Artifact Repositories.</li> <li>Knowledge of the video game industry.</li> </ul> HOW TO APPLY Please apply with a resume and cover letter demonstrating how you meet the skills above. If we would like to move forward with your application, a Rockstar recruiter will reach out to you to explain next steps and guide you through the process. Rockstar is proud to be an equal opportunity employer, and we are committed to hiring, promoting, and compensating employees based on their qualifications and demonstrated ability to perform job responsibilities. If you've got the right skills for the job, we want to hear from you. We encourage applications from all suitable candidates regardless of age, disability, gender identity, sexual orientation, religion, belief, or race.

At Rockstar Games, we create world-class entertainment experiences. A career at Rockstar Games is about being part of a team working on some of the most creatively rewarding and ambitious projects to be found in any entertainment medium. You would be welcomed to a dedicated and inclusive environment where you can learn, and collaborate with some of the most talented people in the industry. Rockstar is seeking a Data Engineer to join a team focused on building a cutting-edge game analytics platform and tools to better understand our players and enhance their experience in our games. This is a full-time permanent position based out of Rockstar's unique game development studio in New York, NY. The ideal candidate will be skilled in developing complex ingestion and transformation processes with an emphasis on reliability and performance. In collaboration with other data engineers, machine learning engineers, and software engineers, the candidate will empower the team of analysts and data scientists to deliver data driven insights and applications to company stakeholders. WHAT WE DO <ul> <li>The Rockstar Analytics team provide insights and actionable results to a wide variety of stakeholders across the organization in support of their decision making.</li> <li>We are currently adding team members to multiple verticals including; Machine Learning and Game Data Pipeline.</li> </ul>RESPONSIBILITIES<ul> <li>Implement and maintain real-time and batch Data Models.</li> <li>Deliver real-time and non-real-time data models to analysts and data scientists who create insights and analytics applications for our stakeholders.</li> <li>Implement and support streaming technologies such as Kafka, Spark, Cassandra & AzureML.</li> <li>Assist in the development of deployment automation and operational support strategies.</li> <li>Assist in the development of a big data platform in Hadoop using pipeline technologies such as Spark, Airflow, and more to support a variety of requirements and applications.</li> <li>Set the standards for warehouse and schema design in massively parallel processing engines such as Hadoop and Snowflake while collaborating with analysts and data scientist in the creation of efficient data models.</li> <li>Maintain and extend our CI/CD processes and documentation.</li> </ul>QUALIFICATIONS<ul> <li>3+ years of work experience with data modeling, business intelligence and machine learning on big data architectures.</li> <li>2+ years of experience with the Hadoop ecosystem (HDFS, Spark, Oozie, Impala, etc.) and big data ecosystems (Kafka, Cassandra, etc.).</li> <li>2+ years of experience with the Azure ecosystem (Azure ML, Azure Data Factory) </li> <li>Expert in at least one SQL language such as T-SQL or PL/SQL.</li> <li>Experience developing and managing data warehouses on a terabyte or petabyte scale.</li> <li>Strong experience in massively parallel processing & columnar databases.</li> <li>Experience building Real-Time and/or Near-Real-Time ML pipelines.</li> <li>Experience with Python, Scala, or Java.</li> <li>Experience with shell scripting.</li> <li>Experience working in a Linux environment.</li> </ul>SKILLS<ul> <li>Deep understanding of advanced data warehousing concepts and track record of applying these concepts on the job.</li> <li>Ability to manage numerous projects concurrently and strategically, prioritizing when necessary.</li> <li>Good communication skills.</li> <li>Dynamic team player.</li> <li>A passion for technology.</li> </ul>PLUSES Please note that these are desirable skills and are not required to apply for the position.<ul> <li>Experience with Python based libraries such as Scikit-Learn </li> <li>Experience with Databricks</li> <li>Experience with Spark-ML, Jupyter Notebook, AzureML.</li> <li>Experience in Lambda architecture.</li> <li>Experience with CI/CD.</li> <li>Familiar with Restful APIs.</li> <li>Experience with Artifact Repositories.</li> <li>Knowledge of the video game industry.</li> </ul> HOW TO APPLY Please apply with a resume and cover letter demonstrating how you meet the skills above. If we would like to move forward with your application, a Rockstar recruiter will reach out to you to explain next steps and guide you through the process. Rockstar is proud to be an equal opportunity employer, and we are committed to hiring, promoting, and compensating employees based on their qualifications and demonstrated ability to perform job responsibilities. If you've got the right skills for the job, we want to hear from you. We encourage applications from all suitable candidates regardless of age, disability, gender identity, sexual orientation, religion, belief, or race. The pay range for this position in New York State (inclusive of New York City) at the start of employment is expected to be between the range below* per year. However, base pay offered is based on market location, and may vary further depending on individualized factors for job candidates, such as job-related knowledge, skills, experience, and other objective business considerations. Subject to those same considerations, the total compensation package for this position may also include other elements, including a bonus and/or equity awards, in addition to a full range of medical, financial, and/or other benefits. Details of participation in these benefit plans will be provided if an employee receives an offer of employment. If hired, employee will be in an "at-will position" and the company reserves the right to modify base salary (as well as any other discretionary payment or compensation or benefit program) at any time, including for reasons related to individual performance, company or individual department/team performance, and market factors. *NY Pay Range $89,500 - $119,400 USD

At Rockstar Games, we create world-class entertainment experiences. Become part of a team working on some of the most rewarding, large-scale creative projects to be found in any entertainment medium - all within an inclusive, highly-motivated environment where you can learn and collaborate with some of the most talented people in the industry. Rockstar is seeking a Senior Data Engineer to join a team focused on building a cutting-edge game analytics platform and tools to better understand our players and enhance their experience in our games. The ideal candidate will be skilled in developing complex ingestion and transformation processes with an emphasis on reliability and performance. In collaboration with other data engineers, machine learning engineers, and software engineers, the candidate will empower the team of analysts and data scientists to deliver data driven insights and applications to company stakeholders. This is a full-time, in-office position based out of Rockstar's newly renovated game development studio in Andover, MA. WHAT WE DO <ul><li>The Rockstar Analytics team provides insights and actionable results to a wide variety of stakeholders across the organization in support of their decision making. </li> </ul>RESPONSIBILITIES <ul><li>Implement and maintain real-time and batch Data Models. </li><li>Play a key role in designing and optimizing the overall data architecture, ensuring scalability, reliability, and performance. </li><li>Deliver real-time and non-real-time data models to analysts and data scientists who create insights and analytics applications for our stakeholders. </li><li>Assist in the development of deployment automation and operational support strategies. </li><li>Assist in the development of a big data platform in Databricks using pipeline technologies such as Spark, Airflow, and more to support a variety of requirements and applications. </li><li>Set the standards for warehouse and schema design in massively parallel processing engines such as Databricks (Spark) and Snowflake while collaborating with analysts and data scientists in the creation of efficient data models. </li><li>Identify opportunities for process improvement and best practices in data engineering and contribute to the development and implementation of new methodologies. </li><li>Maintain and extend our CI/CD processes and documentation. </li><li>Provide technical guidance and leadership to the data engineering team, including mentoring junior engineers. </li></ul>QUALIFICATIONS <ul><li>6+ years of work experience with data modeling and business intelligence on big data architectures. </li> <li>4+ years of experience with Python. </li> <li>4+ years of experience with Spark. </li> <li>Expert in at least one SQL language. </li> <li>Experience developing and managing data warehouses on a terabyte or petabyte scale. </li><li>Strong experience in massively parallel processing & columnar databases. </li><li>Experience building Real-Time and/or Near-Real-Time data pipelines. </li><li>Experience working in a Linux environment. </li> </ul>SKILLS <ul><li>Deep understanding of advanced data warehousing concepts and track record of applying these concepts on the job. </li> <li>Ability to manage numerous projects concurrently and strategically, prioritizing when necessary. </li> <li>Good communication skills. </li> <li>Dynamic team player. </li> <li>A passion for technology. </li> </ul>PLUSES Please note that these are desirable skills and are not required to apply for the position. <ul><li>Experience with Databricks. </li> <li>Experience with Java or Scala. </li> <li>Experience with Jupyter Notebooks. </li> <li>Experience in Lambda data ingestion architecture. </li> <li>Experience with CI/CD. </li> <li>Familiar with Restful APIs. </li><li>Experience with Artifact Repositories. </li><li>Knowledge of the video game industry. </li><li>Experience in Machine Learning pipelines and popular libraries. </li> </ul>HOW TO APPLY Please apply with a resume and cover letter demonstrating how you meet the skills above. If we would like to move forward with your application, a Rockstar recruiter will reach out to you to explain next steps and guide you through the process. Rockstar is proud to be an equal opportunity employer, and we are committed to hiring, promoting, and compensating employees based on their qualifications and demonstrated ability to perform job responsibilities. If you've got the right skills for the job, we want to hear from you. We encourage applications from all suitable candidates regardless of age, disability, gender identity, sexual orientation, religion, belief, or race.

At Rockstar Games, we create world-class entertainment experiences.

Become part of a team working on some of the most rewarding, large-scale creative projects to be found in any entertainment medium - all within an inclusive, highly-motivated environment where you can learn and collaborate with some of the most talented people in the industry.

Rockstar is on the lookout for a talented Product Manager who possesses a passion for gaming and player experience. This is a full-time, in-office position based out of Rockstar's NYC headquarters in Downtown Manhattan.

WHAT WE DO

The Rockstar Games Online Services Team is a passionate development group, focused on growing and maintaining the technology platform that powers Rockstar's titles and our ability to deliver world-class player experiences.

The Customer Experience Product Management team focuses on providing technical solutions and tooling for our players and customer support agents to improve the player journey.

We enable 24x7 support around the globe for our distributed player base.

RESPONSIBILITIES

Understand the Users: Identify the needs of our players and customer support agents across the globe, and define products to solve those needs, leveraging knowledge of the gaming industry and of customer support.

Drive Strategy & Alignment: Build data-driven justifications for product decisions, including business cases and vendor selection, getting buy-in across leadership, stakeholders, and other teams to execute on your vision.

Execute on Multiple Products: Lead every step of the end-to-end product development cycle, starting from conducting effective product discovery across multiple related products to shipping new features on those products and everything along the way.

Get Into the Details: Provide feature specification documentation, feature visuals and all other artifacts that help define the appropriate scope, feasibility, and level of effort.

Provide Smart Insights: Develop key performance indicators, and leverage data & reporting systems to generate insights on product performance to help influence ongoing priorities and decisions.

Create Artifacts: Maintain the documentation, tutorials, and support materials that enable stakeholders to effectively understand and support our products.

QUALIFICATIONS

12+ years of technology product management experience through end-to-end, large volume user-facing product launches.

5+ years' experience with driving alignment on product roadmaps, including setting overall prioritization and adapting roadmap to emergent and ambiguous signals.

5+ years' experience delivering measurable results on a product or solution with globally distributed users.

5+ years' experience designing 24x7 operational tooling, with responsibility for scalability, reliability, and availability.

3+ years' experience as the primary owner of communications with working groups and leadership on product status and features.

3+ years' knowledge and experience working with external partners and vendors on procurement and solution design.

SKILLS

Proficiency in documenting multiple solutions and comparing trade-offs.

Skilled in drafting product requirements documents & briefs.

Strong written & verbal executive communication.

Comfort with learning & solutioning in new technical verticals.

Experience with user flow visualization.

Expertise in data analysis, including SQL and user research.

Demonstrated ability to work well in cross functional discipline team environments.

PLUSES
Please note that these are desirable skills and are not required to apply for the position.

Deep knowledge of customer support technologies and process, especially those used by the consumer technology, entertainment, and AAA gaming industries.

Experience working in the AAA games industry.

Product management experience with web development, content management systems, localization, and generative AI.

Experience with analytical and visualization tools like Figma, Snowflake, and Tableau.

Experience with project management methodologies and process improvement.

Avid gamer with a passion for Rockstar Games titles.

Degree in computer science or equivalent experience.

HOW TO APPLY
Please apply with a resume and cover letter demonstrating how you meet the skills above. If we would like to move forward with your application, a Rockstar recruiter will reach out to you to explain next steps and guide you through the process.

Rockstar is committed to creating a work environment that promotes equal opportunity, dignity and respect. In line with this commitment, Rockstar will provide reasonable accommodations to qualified job applicants with disabilities during the recruitment process in order for such applicants to be considered for the position for which they are applying, as well as to qualified employees to enable them to perform the essential functions of their roles. If you need more information about Rockstar's reasonable accommodation policies or process, or need to request an accommodation, please contact the Human Resources Department.

If you've got the right skills for the job, we want to hear from you. We encourage applications from all suitable candidates regardless of age, disability, gender identity, sexual orientation, religion, belief, race, or any other protected category.

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At Rockstar Games, we create world-class entertainment experiences. Become part of a team working on some of the most rewarding, large-scale creative projects to be found in any entertainment medium - all within an inclusive, highly-motivated environment where you can learn and collaborate with some of the most talented people in the industry. Rockstar is seeking a Senior Data Engineer to join a team focused on building a cutting-edge game analytics platform and tools to better understand our players and enhance their experience in our games. The ideal candidate will be skilled in developing complex ingestion and transformation processes with an emphasis on reliability and performance. In collaboration with other data engineers, machine learning engineers, and software engineers, the candidate will empower the team of analysts and data scientists to deliver data driven insights and applications to company stakeholders. This is a full-time, in-office position based out of Rockstar's NYC headquarters in Downtown Manhattan. WHAT WE DO <ul><li>The Rockstar Analytics team provides insights and actionable results to a wide variety of stakeholders across the organization in support of their decision making. </li> </ul>RESPONSIBILITIES<ul> <li>Implement and maintain real-time and batch Data Models. </li><li>Play a key role in designing and optimizing the overall data architecture, ensuring scalability, reliability, and performance. </li><li>Deliver real-time and non-real-time data models to analysts and data scientists who create insights and analytics applications for our stakeholders. </li><li>Assist in the development of deployment automation and operational support strategies. </li><li>Assist in the development of a big data platform in Databricks using pipeline technologies such as Spark, Airflow, and more to support a variety of requirements and applications. </li><li>Set the standards for warehouse and schema design in massively parallel processing engines such as Databricks (Spark) and Snowflake while collaborating with analysts and data scientists in the creation of efficient data models. </li><li>Identify opportunities for process improvement and best practices in data engineering and contribute to the development and implementation of new methodologies. </li><li>Maintain and extend our CI/CD processes and documentation. </li><li>Provide technical guidance and leadership to the data engineering team, including mentoring junior engineers. </li></ul>QUALIFICATIONS <ul><li>6+ years of work experience with data modeling and business intelligence on big data architectures. </li> <li>4+ years of experience with Python. </li> <li>4+ years of experience with Spark. </li> <li>Expert in at least one SQL language. </li> <li>Experience developing and managing data warehouses on a terabyte or petabyte scale. </li><li>Strong experience in massively parallel processing & columnar databases. </li><li>Experience building Real-Time and/or Near-Real-Time data pipelines. </li><li>Experience working in a Linux environment. </li> </ul>SKILLS <ul><li>Deep understanding of advanced data warehousing concepts and track record of applying these concepts on the job. </li> <li>Ability to manage numerous projects concurrently and strategically, prioritizing when necessary. </li> <li>Good communication skills. </li> <li>Dynamic team player. </li> <li>A passion for technology. </li> </ul>PLUSES Please note that these are desirable skills and are not required to apply for the position. <ul><li>Experience with Databricks. </li> <li>Experience with Java or Scala. </li> <li>Experience with Jupyter Notebooks. </li> <li>Experience in Lambda data ingestion architecture. </li> <li>Experience with CI/CD. </li> <li>Familiar with Restful APIs. </li><li>Experience with Artifact Repositories. </li><li>Knowledge of the video game industry. </li><li>Experience in Machine Learning pipelines and popular libraries. </li> </ul>HOW TO APPLY Please apply with a resume and cover letter demonstrating how you meet the skills above. If we would like to move forward with your application, a Rockstar recruiter will reach out to you to explain next steps and guide you through the process. Rockstar is proud to be an equal opportunity employer, and we are committed to hiring, promoting, and compensating employees based on their qualifications and demonstrated ability to perform job responsibilities. If you've got the right skills for the job, we want to hear from you. We encourage applications from all suitable candidates regardless of age, disability, gender identity, sexual orientation, religion, belief, or race. The pay range for this position in New York State (inclusive of New York City) at the start of employment is expected to be between the range below* per year. However, base pay offered is based on market location, and may vary further depending on individualized factors for job candidates, such as job-related knowledge, skills, experience, and other objective business considerations. Subject to those same considerations, the total compensation package for this position may also include other elements, including a bonus and/or equity awards, in addition to a full range of medical, financial, and/or other benefits. Details of participation in these benefit plans will be provided if an employee receives an offer of employment. If hired, employee will be in an "at-will position" and the company reserves the right to modify base salary (as well as any other discretionary payment or compensation or benefit program) at any time, including for reasons related to individual performance, company or individual department/team performance, and market factors. *NY Base Pay Range $121,400-$161,800 USD

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