Prepare for and practice interview questions from Rockstar Games.

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

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?

Let’s say we have a table with an <code>id</code> and <code>name</code> fields. The table holds over 100 million rows and we want to sample a random row in the table without throttling the database.

Write a query to randomly sample a row from this table.

Input:

<code>big_table</code> table

<table>
<thead>
<tr>
<th>Columns</th>
<th>Type</th>
</tr>
</thead>

<tbody>
<tr>
<td><code>id</code></td>
<td>INTEGER</td>
</tr>

<tr>
<td><code>name</code></td>
<td>VARCHAR</td>
</tr>
</tbody>
</table>

Write a query to randomly sample a row from a big table.

Random SQL Sample

Rockstar Games Salaries by Position

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
The Rockstar Analytics team provides insights and actionable results to a wide variety of stakeholders across the organization in support of their decision making.
RESPONSIBILITIES
Implement and maintain real-time and batch Data Models.
Play a key role in designing and optimizing the overall data architecture, ensuring scalability, reliability, and performance.
Deliver real-time and non-real-time data models to analysts and data scientists who create insights and analytics applications for our stakeholders.
Assist in the development of deployment automation and operational support strategies.
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.
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.
Identify opportunities for process improvement and best practices in data engineering and contribute to the development and implementation of new methodologies.
Maintain and extend our CI/CD processes and documentation.
Provide technical guidance and leadership to the data engineering team, including mentoring junior engineers.
QUALIFICATIONS
6+ years of work experience with data modeling and business intelligence on big data architectures.
4+ years of experience with Python.
4+ years of experience with Spark .
Expert in at least one SQL language.
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 data pipelines.
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.
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 Databricks.
Experience with Java or Scala.
Experience with Jupyter Notebooks.
Experience in Lambda data ingestion architecture.
Experience with CI/CD.
Familiar with Restful APIs.
Experience with Artifact Repositories.
Knowledge of the video game industry.
Experience in Machine Learning pipelines and popular libraries.
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.

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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 San Diego is on the lookout for talented C#/.NET Developers who consider software development to be a craft, and possess a passion for tackling complex problems at scale. This is a full-time, in-office position based out of Rockstar's new state-of-the-art game development studio in Carlsbad, CA. WHAT WE DO <ul><li>We create connected experiences that are found across our game franchises.</li><li>We create online services for our games, including matchmaking, cloud saves, leaderboards, player inventory, player stats, bounties and more.</li><li>We improve existing features as well as architect new solutions to support the development of the Social Club community and website.</li><li>We create innovative in-game experiences, including user-generated content.</li></ul>RESPONSIBILITIES <ul><li>Develop high volume, highly scalable server-side features utilizing Windows Server, SQL server, IIS, .NET, and C#.</li><li>Develop web services supporting game console clients, browser clients, and external server clients.</li><li>Develop highly reliable distributed server systems.</li><li>Web performance optimization.</li><li>Collaboration with other Rockstar technology teams across our worldwide studios.</li></ul>QUALIFICATIONS <ul><li>Minimum 6+ years of experience developing scalable distributed systems. </li></ul>REQUIREMENTS <ul><li>Expert in C# and/or C++.</li><li>Strong CS fundamentals, including excellent understanding of OO design patterns and concepts. </li><li>Experience with API design and development.</li><li>Knowledge of web service scalability, performance, and security practices.</li><li>Database development experience (MSSQL).</li><li>Experience with source control, preferably Perforce. </li></ul>PLUSES Please note that these are desirable skills and are not required to apply for the position. <ul><li>Experience building online gaming systems, commerce systems, social networking systems, search systems.</li><li>One or more titles shipped on console or PC; preferably on the Xbox and/or PlayStation consoles.</li><li>Familiarity with networking systems and their components including DNS, NAT, firewalls, security methods, peer-to-peer and client server models.</li><li>Experience with online game service APIs, particularly Xbox Live, Sony NP, and Games for Windows Live.</li><li>Knowledge of Agile software development processes.</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 San Diego 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. *San Diego Base Pay Range $121,400-$161,800 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 Games is seeking excited, curious, and talented product management professionals to help lead our Online Services product teams. As a member of our team, you will push the boundaries of what gaming experiences can be by finding innovative solutions to complex problems. Working with a wide variety of technical and non-technical stakeholders, you will be central in creating and executing on a vision for the Rockstar Games online platform, which services millions of players worldwide. 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 Games Online Services Team is a passionate development group, focused on growing and maintaining the technology platform that powers Rockstar's online titles and our ability to deliver world-class player experiences. </li><li>We increase the reach and capabilities of promotional experiences delivered through all of Rockstar's stores. </li><li>The Commerce Product Manager will drive new and innovative commercial experiences for our players and be essential to the development of our storefronts across our platforms including in-game, web, and PC applications, as well as through our commerce partners. </li></ul>RESPONSIBILITIES <ul><li>Champion our Commerce Platform: Be an expert with a wealth of product and domain knowledge, not just on the commerce platform technologies that support our games, but the key monetization techniques, strategies, and technologies of the gaming industry and our core competitors. </li><li>Lead Initiatives: Lead every step of the end-to-end product development cycle, starting from conducting effective product discovery on brand new initiatives, to shipping new features on all storefronts through superior stakeholder management. </li><li>Advocate for our Players: Adopt the player mindset and collaborate with leadership, stakeholders, and other teams to transform bold concepts into refined, well-scoped, player-first features. </li><li>Influence Development Priorities: Build product strategies and convert them into actionable initiatives and prioritized backlogs that are aligned with company goals. </li><li>Define Product Details: Provide feature specification documentation, feature visuals and all other artifacts that help define the appropriate scope, feasibility, level of effort and drive key decision points. </li><li>Provide Smart Insights: Leverage reporting systems to monitor product performance that helps influence prioritization, scope, feature design, and post launch corrections, along with executive reporting. </li></ul>QUALIFICATIONS <ul><li>12+ years of technology product management experience through successful user-facing product launches. </li><li>Deep knowledge of commerce systems, subscriptions, and digital storefronts. </li><li>2+ years of experience leading executive reporting on behalf of the product team. </li><li>Experience in partnering with Business and Marketing to build a constant pipeline of features. </li></ul>SKILLS <ul><li>Passion for building systems and features that provide end-to-end superior, consistent and customized player experience across multiple platforms. </li><li>Knowledge of utilizing content management systems. </li><li>Proficiency in conducting user research to qualitatively understand and communicate user behavior, needs, and pain points. </li><li>Possess outstanding communication skills and the ability to work across multiple business units. </li><li>Expertise in initiating and implementing projects through inception, design, development, testing, and implementation. </li><li>Experienced in working iteratively and responding to changing requirements, priorities, and evolving stakeholder visions. </li></ul>PLUSES Please note that these are desirable skills and are not required to apply for the position. <ul><li>Experience in the video game industry. </li><li>Avid gamer with a passion for Rockstar Games titles. </li><li>Experience with A/B testing to enhance storefront designs and improve conversion rates. </li><li>Certified Scrum Product Owner or similar product-focused certification. </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. 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 new state-of-the-art game development studio in Carlsbad, CA. 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 San Diego 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. *San Diego Base Pay Range $121,400-$161,800 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 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 <ul><li>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.</li><li>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. </li><li>We enable 24x7 support around the globe for our distributed player base. </li></ul>RESPONSIBILITIES <ul><li>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.</li><li>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. </li><li>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. </li><li>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. </li><li>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. </li><li>Create Artifacts: Maintain the documentation, tutorials, and support materials that enable stakeholders to effectively understand and support our products. </li></ul>QUALIFICATIONS <ul><li>12+ years of technology product management experience through end-to-end, large volume user-facing product launches. </li><li>5+ years' experience with driving alignment on product roadmaps, including setting overall prioritization and adapting roadmap to emergent and ambiguous signals.</li><li>5+ years' experience delivering measurable results on a product or solution with globally distributed users.</li><li>5+ years' experience designing 24x7 operational tooling, with responsibility for scalability, reliability, and availability.</li><li>3+ years' experience as the primary owner of communications with working groups and leadership on product status and features.</li><li>3+ years' knowledge and experience working with external partners and vendors on procurement and solution design. </li></ul>SKILLS <ul><li>Proficiency in documenting multiple solutions and comparing trade-offs.</li><li>Skilled in drafting product requirements documents & briefs.</li><li>Strong written & verbal executive communication.</li><li>Comfort with learning & solutioning in new technical verticals.</li><li>Experience with user flow visualization.</li><li>Expertise in data analysis, including SQL and user research.</li><li>Demonstrated ability to work well in cross functional discipline team environments.</li></ul>PLUSES Please note that these are desirable skills and are not required to apply for the position. <ul><li>Deep knowledge of customer support technologies and process, especially those used by the consumer technology, entertainment, and AAA gaming industries.</li><li>Experience working in the AAA games industry.</li><li>Product management experience with web development, content management systems, localization, and generative AI.</li><li>Experience with analytical and visualization tools like Figma, Snowflake, and Tableau.</li><li>Experience with project management methodologies and process improvement.</li><li>Avid gamer with a passion for Rockstar Games titles. </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. 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 <ul> <li>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. </li><li>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. </li> <li>We enable 24x7 support around the globe for our distributed player base. </li> </ul>RESPONSIBILITIES <ul> <li>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. </li><li>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. </li> <li>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. </li> <li>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. </li> <li>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. </li> <li>Create Artifacts: Maintain the documentation, tutorials, and support materials that enable stakeholders to effectively understand and support our products. </li> </ul>QUALIFICATIONS <ul> <li>12+ years of technology product management experience through end-to-end, large volume user-facing product launches. </li> <li>5+ years' experience with driving alignment on product roadmaps, including setting overall prioritization and adapting roadmap to emergent and ambiguous signals. </li><li>5+ years' experience delivering measurable results on a product or solution with globally distributed users. </li><li>5+ years' experience designing 24x7 operational tooling, with responsibility for scalability, reliability, and availability. </li><li>3+ years' experience as the primary owner of communications with working groups and leadership on product status and features. </li><li>3+ years' knowledge and experience working with external partners and vendors on procurement and solution design. </li> </ul>SKILLS <ul> <li>Proficiency in documenting multiple solutions and comparing trade-offs. </li><li>Skilled in drafting product requirements documents & briefs. </li><li>Strong written & verbal executive communication. </li><li>Comfort with learning & solutioning in new technical verticals. </li><li>Experience with user flow visualization. </li><li>Expertise in data analysis, including SQL and user research. </li><li>Demonstrated ability to work well in cross functional discipline team environments. </li></ul>PLUSES Please note that these are desirable skills and are not required to apply for the position. <ul> <li>Deep knowledge of customer support technologies and process, especially those used by the consumer technology, entertainment, and AAA gaming industries. </li><li>Experience working in the AAA games industry. </li><li>Product management experience with web development, content management systems, localization, and generative AI. </li><li>Experience with analytical and visualization tools like Figma, Snowflake, and Tableau. </li><li>Experience with project management methodologies and process improvement. </li><li>Avid gamer with a passion for Rockstar Games titles. </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. 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 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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