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Aptask Interview Questions

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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

Suppose there exists a new airline named Jetco that flies domestically across North America. Jetco recently had a study commissioned that tested the boarding time of every airline, and it came out that Jetco had the fastest average boarding times of any airline.

What factors could have biased this result, and what would you look into?

What could potentially bias the average boarding time in favor of an airline that only flies domestically?

What could potentially bias the average boarding time in favor of an airline that only flies domestically?

Boarding Times Bias

A new airline came out as the fastest average boarding times compared to other airlines.  What factors could have biased this result and what would you look into?

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?

Aptask Salaries by Position

About Client: The client is one of the world's leading financial institutions, serving individuals, small and middle-market businesses, large corporations, and governments with a full range of banking, investment management, and other financial and risk management products and services. The company is driven by a powerful purpose-making the future work for everyone-and is fully committed to the job seekers, businesses, and communities it serves. Rate: $56/Hr. Location:<ul> <li>Richmond : VA2-125-08-03</li> <li>Atlanta :GA1-006-03-43</li> <li>Plano: TX2-981-04-28 </li></ul> Job Description:<ul> <li>This role provides horizontal program support within the Chief Operating Officer (COO) team of the Employee Experience Technology (EET) organization within Global Technology. </li> <li>EET employs approximately 2,000 employees and contractors in multiple US markets and India and has an annual budget of more than ***MM. </li> <li>The EET COO team is responsible for running and controlling business operations processes including Forecasting, Financial Management, Workforce Management, Risk, Workspace Management and Executive Support. It leverages partnerships with Finance, HR, Talent Acquisition, Global Business Services, Portfolio Delivery and Risk to effectively run the business of technology. </li></ul>Responsibilities:<ul> <li>This individual will be responsible to provide support for our Risk function.</li> <li>The role has the following responsibilities: research non-performing risk metrics, create actionable plans to bring metrics into performance, resolve issues, source data, prepare periodic reporting, recommend process change, and other duties for the entire EET organization.</li> <li>We're a diverse team in every sense of the word and are looking for a candidate that works well with others in a matrixed environment, thinks quickly, acts with speed and accuracy, and enjoys identifying and delivering value. </li></ul>Required Skills and Experience:<ul> <li>3-5 years of experience</li> <li>Advanced/Expert MS Office skills, especially Excel, SharePoint and PowerPoint</li> <li>Strong Data Analytics skills including the ability to use data to provide end to end data analysis, trend analysis, and use data and analytics to recommend future strategy</li> <li>Strong attention to detail and accuracy</li> <li>Outstanding written and verbal communication with executive presence and presentation skills Ability to coordinate and influence cross functional teams and routines.</li> <li>Well organized and excellent time management skills with the ability to manage multiple priorities and work well in a matrixed environment</li> <li>Ability to decompose complex issues and drive timely decisions, knowing when to engage others for additional input and when to act independently</li> <li>Escalates risks with clear options for resolution</li> <li>Ability to work in team-oriented environment with strong aptitude to identify opportunities to improve overall performance efficiency and effectiveness</li> <li>Desired Skills and Experience:</li> <li>Experience using RISE and GIS Dashboard. </li></ul> About ApTask: Join ApTask, a global leader in workforce solutions and talent acquisition services, as we shape the future of work. We offer a comprehensive suite of offerings, including staffing and recruitment services, managed services, IT consulting, and project management, providing unparalleled opportunities for professional growth and development. As a member of our dynamic team, you'll have the chance to connect businesses with top-tier professionals, optimize workforce performance, and drive success for our clients across diverse industries. If you are passionate about excellence, collaboration, and innovation, and aspire to make a meaningful impact in the world of work, come join us at ApTask and be a part of our mission to empower organizations to thrive. Applicants may be required to attend interviews in person or by video conference. In addition, candidates may be required to present their current state or government issued ID during each interview. Candidate Data Collection Disclaimer: At ApTask, we prioritize safeguarding your privacy. As part of our recruitment process, certain Personally Identifiable Information (PII) may be requested by our clients for verification and application purposes. Rest assured, we strictly adhere to confidentiality standards and comply with all relevant data protection laws. Please note that we only collect the necessary information as specified by each client and do not request sensitive details during the initial stages of recruitment. If you have any concerns or queries about your personal information, please feel free to contact our recruitment team at businessexcellence@aptask.com .

About Client: Client is a company that helps other businesses with technology and consulting services. They offer various services like developing software, managing computer systems, and providing advice on how to improve business processes. Client works with different industries like healthcare, finance, retail, and more. They help these businesses by using technology to make their operations smoother and more efficient. For example, they might create a mobile app for a retail store to make it easier for customers to shop online, or they might help a hospital manage patient records using computer systems. Overall, Client is like a trusted partner that businesses can rely on to solve their technology-related challenges and make their operations better. They have experts who understand the business needs and use technology to find the right solutions. Salary Range: $125K-$135K/Annum Job Description: Requirements: <ul> <li>Spark</li> <li>Scala</li> <li>Big data databases - like HBase etc</li> <li>PySpark</li> <li>Python</li> <li>Knowledge of Airflow , Hive etc.. would be good </li> <li>Datawarehouse</li> <li>AWS - good to have</li> <li>Good communication skill </li> </ul>Qualification:<ul> <li>Minimum of 10+ year of experience designing and implementing a full-scale data warehouse solution.</li> <li>A minimum of Six years' experience in developing using Spark, Scala .</li> <li>A highly effective communicator, both orally and in writing</li> <li>Problem-solving and architecting skills in cases of unclear requirements. </li> </ul> About ApTask: ApTask is a leading global provider of workforce solutions and talent acquisition services, dedicated to shaping the future of work. As an African American-owned and Veteran-certified company, ApTask offers a comprehensive suite of services, including staffing and recruitment solutions, managed services, IT consulting, and project management. With a focus on excellence, collaboration, and innovation, ApTask provides unparalleled opportunities for professional growth and development. As a member of the ApTask team, you will have the chance to connect businesses with top-tier professionals, optimize workforce performance, and drive success across diverse industries. Join us at ApTask and be part of our mission to empower organizations to thrive while fostering a diverse and inclusive work environment. Applicants may be required to attend interviews in person or by video conference. In addition, candidates may be required to present their current state or government issued ID during each interview. Candidate Data Collection Disclaimer: At ApTask, we prioritize safeguarding your privacy. As part of our recruitment process, certain Personally Identifiable Information (PII) may be requested by our clients for verification and application purposes. Rest assured, we strictly adhere to confidentiality standards and comply with all relevant data protection laws. Please note that we only collect the necessary information as specified by each client and do not request sensitive details during the initial stages of recruitment. If you have any concerns or queries about your personal information, please feel free to contact our compliance team at businessexcellence@aptask.com .

About Client: Client is a company that helps other businesses with technology and consulting services. They offer various services like developing software, managing computer systems, and providing advice on how to improve business processes. Client works with different industries like healthcare, finance, retail, and more. They help these businesses by using technology to make their operations smoother and more efficient. For example, they might create a mobile app for a retail store to make it easier for customers to shop online, or they might help a hospital manage patient records using computer systems. Overall, Client is like a trusted partner that businesses can rely on to solve their technology-related challenges and make their operations better. They have experts who understand the business needs and use technology to find the right solutions. Salary Range: $120K-$130K/annum including Variables Job Description: <ul> <li>Data Engineer with Snowflake, Python and Tableau</li> <li>3 to 5 years in relevant technology. Total 8 to 10 years in IT.</li> <li>They will be building ETL's , Snowflake structures, Tableau reports and may be automation opportunities using Python. </li> </ul> About ApTask: ApTask is a leading global provider of workforce solutions and talent acquisition services, dedicated to shaping the future of work. As an African American-owned and Veteran-certified company, ApTask offers a comprehensive suite of services, including staffing and recruitment solutions, managed services, IT consulting, and project management. With a focus on excellence, collaboration, and innovation, ApTask provides unparalleled opportunities for professional growth and development. As a member of the ApTask team, you will have the chance to connect businesses with top-tier professionals, optimize workforce performance, and drive success across diverse industries. Join us at ApTask and be part of our mission to empower organizations to thrive while fostering a diverse and inclusive work environment. Applicants may be required to attend interviews in person or by video conference. In addition, candidates may be required to present their current state or government issued ID during each interview. Candidate Data Collection Disclaimer: At ApTask, we prioritize safeguarding your privacy. As part of our recruitment process, certain Personally Identifiable Information (PII) may be requested by our clients for verification and application purposes. Rest assured, we strictly adhere to confidentiality standards and comply with all relevant data protection laws. Please note that we only collect the necessary information as specified by each client and do not request sensitive details during the initial stages of recruitment. If you have any concerns or queries about your personal information, please feel free to contact our compliance team at businessexcellence@aptask.com .

About Client: The Client is a leading global IT services and consulting company, providing a wide range of services to clients in various industries, including banking, financial services, retail, manufacturing, healthcare, and more. It is one of the largest employers in the IT industry and has a vast and diverse workforce. The company places a strong emphasis on employee training and development. Client is known for its commitment to innovation and invests in research and development to stay at the forefront of technological advancements. It offers a comprehensive set of services, including: IT Services: Application development, maintenance, and testing. Consulting: Business consulting, IT strategy, and digital transformation. Business Process Outsourcing (BPO): Outsourcing of business processes to improve efficiency. Enterprise Solutions: Implementation and support of enterprise-level software solutions. Digital Services: Services related to digital technologies, such as analytics, cloud, and IoT. Salary Range: $100K-$125K/Annum Job Description: <ul> <li>Understanding and experience with Google Cloud architecture </li> <li>In-depth knowledge of database and data warehouse technologies & concepts </li> <li>from Google (e.g., Big Query, Cloud SQL, Spanner, Big Table) </li> <li>Experience in enterprise scale Data modelling/Data warehouse </li> <li>modernization/Cloud based data lakes </li> <li>Build the infrastructure required for optimal extraction, transformation, and </li> <li>loading of data from a wide variety of data sources using SQL and Google cloud big </li> <li>data' technologies. </li> <li>Building Data pipelines with Data proc Cluster, Data Flow, Pub sub, Cloud </li> <li>Composer (Airflow), Cloud functions etc. </li> <li>Fluency in object-oriented languages, preferably Python. </li> <li>Strong understanding of distributed systems architecture. </li> <li>Data quality process experience including data cleansing, audits and alerts, triage </li> <li>mechanisms & processes, and referential integrity. </li> <li>CI/CD: Release, deployment with Google Cloud build and git flow, GKE, Docker </li> </ul> About ApTask: ApTask is a leading global provider of workforce solutions and talent acquisition services, dedicated to shaping the future of work. As an African American-owned and Veteran-certified company, ApTask offers a comprehensive suite of services, including staffing and recruitment solutions, managed services, IT consulting, and project management. With a focus on excellence, collaboration, and innovation, ApTask provides unparalleled opportunities for professional growth and development. As a member of the ApTask team, you will have the chance to connect businesses with top-tier professionals, optimize workforce performance, and drive success across diverse industries. Join us at ApTask and be part of our mission to empower organizations to thrive while fostering a diverse and inclusive work environment. Applicants may be required to attend interviews in person or by video conference. In addition, candidates may be required to present their current state or government issued ID during each interview. Candidate Data Collection Disclaimer: At ApTask, we prioritize safeguarding your privacy. As part of our recruitment process, certain Personally Identifiable Information (PII) may be requested by our clients for verification and application purposes. Rest assured, we strictly adhere to confidentiality standards and comply with all relevant data protection laws. Please note that we only collect the necessary information as specified by each client and do not request sensitive details during the initial stages of recruitment. If you have any concerns or queries about your personal information, please feel free to contact our compliance team at businessexcellence@aptask.com

About Client: The Client is a leading global IT services and consulting company, providing a wide range of services to clients in various industries, including banking, financial services, retail, manufacturing, healthcare, and more. It is one of the largest employers in the IT industry and has a vast and diverse workforce. The company places a strong emphasis on employee training and development. Client is known for its commitment to innovation and invests in research and development to stay at the forefront of technological advancements. It offers a comprehensive set of services, including: IT Services: Application development, maintenance, and testing. Consulting: Business consulting, IT strategy, and digital transformation. Business Process Outsourcing (BPO): Outsourcing of business processes to improve efficiency. Enterprise Solutions: Implementation and support of enterprise-level software solutions. Digital Services: Services related to digital technologies, such as analytics, cloud, and IoT. Salary Range: $110K-$130K/Annum Job Description: <ul> <li>Looking for a Data Engineer who has a passion for building scalable and high performing data pipelines and data services. </li> </ul>Responsibilities:<ul> <li>Design, implement, optimize, and maintain data pipelines and reports using Python, SQL, Java, Spark, PySpark, Java</li> <li>Collaborate with data analysts, and engineering teams to gather requirements, and build data pipelines/services</li> <li>Work closely with operation teams to support the operation of data deliverables</li> <li>Ensure data integrity and quality through rigorous validation and testing procedures. </li> </ul>Qualifications:<ul> <li>Proficiency in building data pipelines with Python and Java</li> <li>Proficiency in large scale data processing technologies such as Spark, Kafka and Flink</li> <li>Familiarity with RDBMS and solid experience with SQL for data manipulation and reporting</li> <li>Experience building scalable solutions in cloud computing environment such as AWS EKS and S3</li> <li>Experience in data analytics with strong analytical and problem-solving skills</li> <li>Good to have HDFS knowledge.</li> <li>Strong communication skills, team collaboration skills, and managing multiple tasks effectively </li> </ul> About ApTask: ApTask is a leading global provider of workforce solutions and talent acquisition services, dedicated to shaping the future of work. As an African American-owned and Veteran-certified company, ApTask offers a comprehensive suite of services, including staffing and recruitment solutions, managed services, IT consulting, and project management. With a focus on excellence, collaboration, and innovation, ApTask provides unparalleled opportunities for professional growth and development. As a member of the ApTask team, you will have the chance to connect businesses with top-tier professionals, optimize workforce performance, and drive success across diverse industries. Join us at ApTask and be part of our mission to empower organizations to thrive while fostering a diverse and inclusive work environment. Applicants may be required to attend interviews in person or by video conference. In addition, candidates may be required to present their current state or government issued ID during each interview. Candidate Data Collection Disclaimer: At ApTask, we prioritize safeguarding your privacy. As part of our recruitment process, certain Personally Identifiable Information (PII) may be requested by our clients for verification and application purposes. Rest assured, we strictly adhere to confidentiality standards and comply with all relevant data protection laws. Please note that we only collect the necessary information as specified by each client and do not request sensitive details during the initial stages of recruitment. If you have any concerns or queries about your personal information, please feel free to contact our compliance team at businessexcellence@aptask.com.

About Client: Client is a company that helps other businesses use technology to improve and grow. They provide services like creating computer programs, managing computer systems, and making sure everything is secure. Client works with different industries like telecommunications, healthcare, banking, and retail to help them use new and exciting technologies like artificial intelligence, cloud computing, and the Internet of Things. These technologies can make businesses more efficient and innovative. They have offices and people working all around the world, and their team of experts helps businesses solve their technology challenges. Client also cares about making a positive impact on society and the environment, so they support social causes and work to conserve resources. Salary Range: $100K-$115K/Annum Job Description : <ul> <li>We're seeking a Data Engineer who has experience building data products on a cloud analytics platform.</li> <li>You will work on ingesting, transforming, and analyzing large datasets to support the Enterprise in the Data Factory on Google Cloud Platform (GCP). </li> <li>Experience with large scale solution and operationalization of data lakes, data warehouses, and analytics platforms on Google Cloud Platform or other cloud environments is a must. </li> <li>We are looking for candidates who have a broad set of technical skills across these areas. </li> </ul>Responsibilities:<ul> <li>Work in collaborative environment that leverages paired programming </li> <li> Work on a small agile team to deliver curated data products </li> <li>Work effectively with fellow data engineers, product owners, data champions and other technical experts </li> <li>Demonstrate technical knowledge and communication skills with the ability to advocate for well-designed solutions </li> <li>Develop exceptional analytical data products using both streaming and batch ingestion patterns on Google Cloud Platform with solid data warehouse principles </li> <li>Be the Subject Matter Expert in Data Engineering with a focus on GCP native services and other well integrated third-party technologies. </li> </ul>Skills:<ul> <li>Experience in working in an implementation team from concept to operations, providing deep technical subject matter expertise for successful deployment.</li> <li>Implement methods for automation of all parts of the pipeline to minimize labor in development and production </li> <li>Experience in analyzing complex data, organizing raw data, and integrating massive datasets from multiple data sources to build analytical domains and reusable data products </li> <li>Experience in working with architects to evaluate and productionalize data pipelines for data ingestion, curation, and consumption </li> <li>Experience in working with stakeholders to formulate business problems as technical data requirements, identify and implement technical solutions while ensuring key business drivers are captured in collaboration with product management </li> </ul>Skills Preferred: <ul> <li>Strong drive for results and ability to multi-task and work independently</li> <li>Self-starter with proven innovation skills </li> <li>Ability to communicate and work with cross-functional teams and all levels of management </li> <li>Demonstrated commitment to quality and project timing </li> <li>Demonstrated ability to document complex systems. </li></ul> Experience: 7-11 years<ul> <li>5+ years of SQL development experience </li> <li>5+ years of analytics/data product development experience required </li> <li>3+ years of Google cloud experience with solutions designed and implemented at production scale </li> <li>Experience working in GCP native (or equivalent) services like Big Query, Google Cloud Storage, PubSub, Dataflow, Dataproc, Cloud Build, etc. </li> <li>Experience migrating Teradata to GCP </li> <li>Experience working with Airflow for scheduling and orchestration of data pipelines </li> <li> Experience working with Terraform to provision Infrastructure as Code </li> <li>2 + years professional development experience in Java or Python </li> </ul>Experience Preferred: <ul> <li>Experience converting Microsoft SSRS, SSAS and SSIS to BQ </li> <li>Experience converting Mainframe JCL , COBOL and CA7 </li> <li>Experience converting SAS code to BQ</li> <li>Experience converting Web Focus reports in to Qlik Sense </li> <li>In-depth understanding of Google's product technology (or other cloud platform) and underlying architectures - Experience in working with DBT/Dataform </li> <li>Experience with DataPlex or other data catalogs is preferred </li> <li>Experience with development eco-system such as Tekton, Git, Jenkins for CI/CD pipelines - Exceptional problem solving and communication skills </li> <li>Experience in working with Agile and Lean methodologies </li> <li>Team player and attention to detail </li> <li>Experience with performance tuning SQL queries. </li> <li>Education: Bachelor's degree in computer science or related scientific field </li> </ul>Education Preferred: <ul> <li> GCP Professional Data Engineer Certified </li> <li>Master's degree in computer science or related field</li> <li> 2+ years mentoring engineers </li> <li>In-depth software engineering knowledge. </li> </ul> About ApTask: ApTask is a leading global provider of workforce solutions and talent acquisition services, dedicated to shaping the future of work. As an African American-owned and Veteran-certified company, ApTask offers a comprehensive suite of services, including staffing and recruitment solutions, managed services, IT consulting, and project management. With a focus on excellence, collaboration, and innovation, ApTask provides unparalleled opportunities for professional growth and development. As a member of the ApTask team, you will have the chance to connect businesses with top-tier professionals, optimize workforce performance, and drive success across diverse industries. Join us at ApTask and be part of our mission to empower organizations to thrive while fostering a diverse and inclusive work environment. Applicants may be required to attend interviews in person or by video conference. In addition, candidates may be required to present their current state or government issued ID during each interview. Candidate Data Collection Disclaimer: At ApTask, we prioritize safeguarding your privacy. As part of our recruitment process, certain Personally Identifiable Information (PII) may be requested by our clients for verification and application purposes. Rest assured, we strictly adhere to confidentiality standards and comply with all relevant data protection laws. Please note that we only collect the necessary information as specified by each client and do not request sensitive details during the initial stages of recruitment. If you have any concerns or queries about your personal information, please feel free to contact our compliance team at businessexcellence@aptask.com

About Client: The client is a global technology, consulting, and digital solutions company with problem-solving abilities and an emphasis on developing ingenious solutions that allow its clients to remain competitive, profitable, and secure in an evolving business environment. Client anticipates and leads change to remain in the leader's quadrant for profitable growth, driven by partnerships with globally leading hyperscales like AWS, Google Cloud, and Microsoft. It has built strong capabilities in new as well as existing technologies such as cloud, data, and digital, pioneering new frontiers. Salary Range: $100K-$120K/Annum Job Description: <ul> <li>Apache Spark 3 0 Skills Databricks Skills Python or Java PySpark Spark Spark SQL ETL Hadoop Databricks certification </li> </ul>Responsibilities:<ul> <li>Ensure effective Design Development Validation and Support activities in line with client needs and architectural requirements Ensure continual knowledge management Adherence to the organizational guidelines and processes</li> <li>As part of the delivery team your primary role would be to ensure effective Design Development Validation and Support activities to assure that our clients are satisfied with the high levels of service in the technology domain</li> <li>You will gather the requirements and specifications to understand the client requirements in a detailed manner and translate the same into system requirements</li> <li>You will play a key role in the overall estimation of work requirements to provide the right information on project estimations to Technology Leads and Project Managers</li> <li>You would be a key contributor to building efficient programs systems and if you think you fit right in to help our clients navigate their next in their digital transformation journey </li> </ul>Requirements:<ul> <li>A good professional with at least 6 9 yrs of experience in BigData PySpark HIVE Oracle PL SQL </li> <li>Candidate with prior experience working on technologies on Fund transfer AML knowledge will be an added advantage Excellent written and oral communications kills Self starter with quick learning abilities </li> <li>Multi task and should be able to work under stringent deadlines </li> <li>Ability to understand and work on various internal systems Ability to work with multiple stakeholders </li> </ul>Skills <ul> <li>Databricks-SparkSQL-Scala/Python/Java </li> </ul> About ApTask: ApTask is a leading global provider of workforce solutions and talent acquisition services, dedicated to shaping the future of work. As an African American-owned and Veteran-certified company, ApTask offers a comprehensive suite of services, including staffing and recruitment solutions, managed services, IT consulting, and project management. With a focus on excellence, collaboration, and innovation, ApTask provides unparalleled opportunities for professional growth and development. As a member of the ApTask team, you will have the chance to connect businesses with top-tier professionals, optimize workforce performance, and drive success across diverse industries. Join us at ApTask and be part of our mission to empower organizations to thrive while fostering a diverse and inclusive work environment. Applicants may be required to attend interviews in person or by video conference. In addition, candidates may be required to present their current state or government issued ID during each interview. Candidate Data Collection Disclaimer: At ApTask, we prioritize safeguarding your privacy. As part of our recruitment process, certain Personally Identifiable Information (PII) may be requested by our clients for verification and application purposes. Rest assured, we strictly adhere to confidentiality standards and comply with all relevant data protection laws. Please note that we only collect the necessary information as specified by each client and do not request sensitive details during the initial stages of recruitment. If you have any concerns or queries about your personal information, please feel free to contact our compliance team at businessexcellence@aptask.com .

About Client: The client provides information technology (IT) services, including business outsourcing, infrastructure technology, and application services. The application service offered by the company includes application development, maintenance, and support. The markets served by the company are financial services and insurance, healthcare, manufacturing, government, transportation, communications, and consumer and retail industries. Rate Range: $60-$65/Hr Salary Range: $110K-$120K/Annum Job Description: Basic Qualifications: <ul> <li>Minimum of 10+ years demonstrated expertise in logical and physical data modeling (ER)</li> <li>Minimum of 7+ years demonstrated proficiency using Erwin Data Modeling tool or comparable</li> <li>Minimum of 10+ years of experience in developing and deploying to operational environments</li> <li>Minimum of 10+ years' experience working experience in a multi-terabyte computing environment</li> <li>Minimum of 7+ years of experience with a large-scale DBMS( Oracle, Aurora Postgres, Snowflake, etc.)</li> <li>Minimum of 7+ years of working experience in SQL and PL/SQL a must</li> <li>Minimum of 5+ years of experience with change management procedures and Agile SDLC is a must</li> <li>Minimum of 2+ years' experience in a lead role</li> <li>Experience with data governance for design standardization and metadata management </li> </ul>Preferred Skills:<ul> <li>Strong verbal and written communication, with an ability to present and discuss technical information in a way that establishes rapport, persuades others, and gains understanding.</li> <li>Solid interpersonal, negotiating, and marketing skills to work with users, senior management, and external personnel on significant matters, often requiring coordinated activity across organizational lines.</li> <li>Ability to exercise independent judgment and creative problem-solving techniques in a highly complex environment using technology and/or integrating diverse user systems. </li> </ul> About ApTask: Join ApTask, a global leader in workforce solutions and talent acquisition services, as we shape the future of work. We offer a comprehensive suite of offerings, including staffing and recruitment services, managed services, IT consulting, and project management, providing unparalleled opportunities for professional growth and development. As a member of our dynamic team, you'll have the chance to connect businesses with top-tier professionals, optimize workforce performance, and drive success for our clients across diverse industries. If you are passionate about excellence, collaboration, and innovation, and aspire to make a meaningful impact in the world of work, come join us at ApTask and be a part of our mission to empower organizations to thrive. Applicants may be required to attend interviews in person or by video conference. In addition, candidates may be required to present their current state or government issued ID during each interview. Candidate Data Collection Disclaimer: At ApTask, we prioritize safeguarding your privacy. As part of our recruitment process, certain Personally Identifiable Information (PII) may be requested by our clients for verification and application purposes. Rest assured, we strictly adhere to confidentiality standards and comply with all relevant data protection laws. Please note that we only collect the necessary information as specified by each client and do not request sensitive details during the initial stages of recruitment. If you have any concerns or queries about your personal information, please feel free to contact our compliance team at businessexcellence@aptask.com

About Client: The client provides information technology (IT) services, including business outsourcing, infrastructure technology, and application services. The application service offered by the company includes application development, maintenance, and support. The markets served by the company are financial services and insurance, healthcare, manufacturing, government, transportation, communications, and consumer and retail industries. Rate Range: $45-$50/Hr Job Description: <ul> <li>At least 8 to 10+ years' experience in data engineering , AI and Client and Aws/Azure </li> <li>Architect, Design and implement distributed data processing pipelines using Spark, Python, SQL and other tools and languages prevalent in the Big Data/Lakehouse ecosystem. </li> <li>Experience in AI and Client on AWS/AZURE </li> <li>Analyzes design and determines coding, programming, and integration activities required based on general objectives. </li> <li>Play the technical lead role representing deliverables from vendor team resources at onsite and offshore locations. </li> <li>Lead the technical co-ordination and Business Knowledge transition activities to offshore team. </li> <li>Reviews and evaluates designs and project activities for compliance with architecture, security and quality guidelines and standards. </li> <li>Writes and executes complete testing plans, protocols, and documentation for assigned portion of data system or component; identifies defects and creates solutions for issues with code and integration into data system architecture. </li> <li>Collaborates and communicates with project team regarding project progress and issue resolution. </li> <li>Works with the data engineering team for all phases of larger and more-complex development projects and engages with external users on business and technical requirements. </li> <li>Collaborates with peers, engineers, data scientists and project team. </li> </ul>Requirements: <ul> <li>Bachelor's or Master's degree in Computer Science, Information Systems, Engineering or equivalent. </li> <li>6+ years of relevant experience with detailed knowledge of data technical architectures, infrastructure components, ETL/ ELT and reporting/analytic tools. </li> <li>2+ years of experience with Cloud based DW such as Redshift, Snowflake etc. </li> <li>1+ years' experience in Big Data Distributed ecosystems (Hadoop, SPARK, Unity Catalog & Delta Lake) </li> <li>1+ years' experience in Big Data Distributed systems such as Databricks, AWS EMR, AWS Glue etc. </li> <li>Leverage monitoring tools/frameworks, like Splunk, Grafana, CloudWatch etc. </li> <li>Experience with container management frameworks such as Docker, Kubernetes, ECR etc. </li> <li>Experience working on CI/CD processes such as Jenkins, Codeway etc. and source control tools such as GitHub, etc. </li> <li>Strong experience in coding languages like Python, Scala & Java </li> </ul>Knowledge and Skills: <ul> <li>Fluent in relational based systems and writing complex SQL. </li> <li>Fluent in complex, distributed and massively parallel systems. </li> <li>Strong analytical and problem-solving skills with ability to represent complex algorithms in software. </li> <li>Strong understanding of database technologies and management systems. </li> <li>Strong understanding of data structures and algorithms </li> <li>Database architecture testing methodology, including execution of test plans, debugging, and testing scripts and tools. </li> <li>Strong analytical and problem-solving skills. </li> </ul>Nice to Have: <ul> <li>Experience with visualization tools such as PowerBI, Tableau etc. </li> <li>Experience with transformation tools such as dbt. </li> <li>Have experience in building realtime streaming data pipelines </li> <li>Experience in pub/sub streaming technologies like Kafka, Kinesis, Spark Streaming etc. </li> </ul> Non-benefitted (other than those mandated under state or federal law).Please note that this position does not include paid time off benefits. ApTask offers subsidized insurance coverage to our employees. About ApTask: ApTask is a leading global provider of workforce solutions and talent acquisition services, dedicated to shaping the future of work. As an African American-owned and Veteran-certified company, ApTask offers a comprehensive suite of services, including staffing and recruitment solutions, managed services, IT consulting, and project management. With a focus on excellence, collaboration, and innovation, ApTask provides unparalleled opportunities for professional growth and development. As a member of the ApTask team, you will have the chance to connect businesses with top-tier professionals, optimize workforce performance, and drive success across diverse industries. Join us at ApTask and be part of our mission to empower organizations to thrive while fostering a diverse and inclusive work environment. Applicants may be required to attend interviews in person or by video conference. In addition, candidates may be required to present their current state or government issued ID during each interview. Candidate Data Collection Disclaimer: At ApTask, we prioritize safeguarding your privacy. As part of our recruitment process, certain Personally Identifiable Information (PII) may be requested by our clients for verification and application purposes. Rest assured, we strictly adhere to confidentiality standards and comply with all relevant data protection laws. Please note that we only collect the necessary information as specified by each client and do not request sensitive details during the initial stages of recruitment. If you have any concerns or queries about your personal information, please feel free to contact our compliance team at businessexcellence@aptask.com .

About Client: The client provides information technology (IT) services, including business outsourcing, infrastructure technology, and application services. The application service offered by the company includes application development, maintenance, and support. The markets served by the company are financial services and insurance, healthcare, manufacturing, government, transportation, communications, and consumer and retail industries. Rate Range: $70-$75/Hr Job Description: <ul> <li> The Data Architect Engineer will be responsible for designing, developing, and managing activities for the Print Data platform specifically around the Data lifecycle, Data Requirements & Definition, Data Quality, Data Storage and Retention keeping in mind availability, performance, privacy, security & cost.</li> <li>Years of experience needed - 10-15+ years of experience and candidate should have experience in Data architecture, Data engineering preferably using Databricks. Should have established/ defined data governance structure for his org/ team. Must have exp in enterprise level data product development </li> </ul>Technical Skills: <ul> <li>Data Engineering knowledge with ETL platforms understanding.</li> <li>Strong working experience in Data Bricks</li> <li>Strong in Spark and Python</li> <li>Strong in SQL/MySQL, Relational data modelling</li> <li>Strong Notebooks environment experience (Jupyter, Data Bricks)</li> <li>Fluent in complex, distributed and massively parallel cloud systems (AWS, GCP, AZURE)</li> <li>Experience with workflow orchestration tools (Airflow, Jenkins)</li> <li>Basics of AWS/Azure technologies</li> <li>Proficient in using Git & Tera Forms </li> </ul>Certifications Needed: <ul> <li>Four-year or Graduate Degree in Mathematics, Statistics, Economics, Computer Science, Data Science, or any other related discipline or commensurate work experience or demonstrated competence.</li> <li>Typically has 10-15 years of work experience, preferably in data analytics, statistical modeling, machine learning, or a related field. </li> </ul> About ApTask: ApTask is a leading global provider of workforce solutions and talent acquisition services, dedicated to shaping the future of work. As an African American-owned and Veteran-certified company, ApTask offers a comprehensive suite of services, including staffing and recruitment solutions, managed services, IT consulting, and project management. With a focus on excellence, collaboration, and innovation, ApTask provides unparalleled opportunities for professional growth and development. As a member of the ApTask team, you will have the chance to connect businesses with top-tier professionals, optimize workforce performance, and drive success across diverse industries. Join us at ApTask and be part of our mission to empower organizations to thrive while fostering a diverse and inclusive work environment. Applicants may be required to attend interviews in person or by video conference. In addition, candidates may be required to present their current state or government issued ID during each interview. Candidate Data Collection Disclaimer: At ApTask, we prioritize safeguarding your privacy. As part of our recruitment process, certain Personally Identifiable Information (PII) may be requested by our clients for verification and application purposes. Rest assured, we strictly adhere to confidentiality standards and comply with all relevant data protection laws. Please note that we only collect the necessary information as specified by each client and do not request sensitive details during the initial stages of recruitment. If you have any concerns or queries about your personal information, please feel free to contact our compliance team at businessexcellence@aptask.com

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