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Associate Principal Analytics Engineer
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Rockstar Games, Canongate, City of Edinburgh
- Onsite working
- Full time
- Permanent
Posted 1 week ago, 2 May
Job ref: 5f9c2b99dd1743f291db5c50c0b56a3a
Full Job Description
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 on the lookout for a passionate Associate Principal Analytics Engineer with strong software development skills who possesses a passion for both games and big data.
This is a full-time, permanent and in-office position based in Rockstars unique game development studio in the heart of London.
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 partner with multiple departments across the company, leveraging analytics to measure and improve on the success and health of our games.
We collaborate as a global team to develop cutting-edge data pipelines, data products, data models, reports, analyses, and machine learning applications.
The Analytics Architecture vertical within the Analytics team is tasked to build out high impact data models and internal tooling to support the global Analytics team.
We design, build, and maintain the foundational infrastructure of Rockstars Player Analytics data platform.
We work alongside an exploding team of innovative data-driven decision makers directly impacting Rockstars future.
RESPONSIBILITIES
Partner with Data Scientists and business stakeholders to understand analytical needs and translate them into robust data infrastructure and workflows for the global Analytics team to leverage for deriving insights. Collaborate with the Data Engineering team to design data models and data pipelines.
Design, develop and maintain scalable data pipelines. Monitor performance and optimize data systems for high performance and reliability.
Collaborate with the Data Integrity team to build a Data Quality Framework that ensures production data meets SLAs for key stakeholders and business processes.
Perform timely Root Cause Analysis to troubleshoot data-related issues; assist in implementation of code and process fixes.
Provide thought leadership and collaborate with other team members to continue to scale our architecture to evolve for the needs of tomorrow. Contribute to the establishment of best practices including code standards, version control, documentation, testing, and review processes.
Develop and support CI/CD processes using Terraform, Github, TeamCity, Octopus, etc.
Define and implement monitoring and alerting policies for data solutions.
6+ years minimum of experience in analytics engineering or data engineering
Proven track record in building, monitoring, and optimizing large-scale data systems and analytics infrastructure.
Experience working in Databricks & Azure environment (or other cloud equivalents).
Experience working with pipeline scheduling tools such as Airflow & Astronomer.
Experience working with CI/CD tools such as TeamCity, Terraform, Github, Octopus
Bachelors degree or equivalent in an engineering or technical field such as Computer Science, Mathematics, Statistics, or strong quantitative and software background.
SKILLS
6+ years of hands-on experience in Python & 3+ years of hands-on experience in PySpark
6+ years of hands-on experience in using advanced SQL queries (analytical functions), experience in writing and optimizing highly efficient SQL queries
Proven ability to reconcile technical and business perspectives.
Ability to push the frontier of technology and freely pursue better alternatives.
Ability to maintain focus and develop proficiency in new skills rapidly.
Ability to utilize problem solving skills in a fast-paced environment.
PLUSES
Please note that these are desirable skills and are not required to apply for the position.
Knowledge of software coding practices across the development lifecycle, including agile methodologies, coding standards, code reviews, source management, build processes, testing, and operations.
Streaming or NRT modeling experience.
Passion for technical mentorship.
Rockstar Games is on the lookout for a passionate Associate Principal Analytics Engineer with strong software development skills who possesses a passion for both games and big data.
This is a full-time, permanent and in-office position based in Rockstars unique game development studio in the heart of London.
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 partner with multiple departments across the company, leveraging analytics to measure and improve on the success and health of our games.
We collaborate as a global team to develop cutting-edge data pipelines, data products, data models, reports, analyses, and machine learning applications.
The Analytics Architecture vertical within the Analytics team is tasked to build out high impact data models and internal tooling to support the global Analytics team.
We design, build, and maintain the foundational infrastructure of Rockstars Player Analytics data platform.
We work alongside an exploding team of innovative data-driven decision makers directly impacting Rockstars future.
RESPONSIBILITIES
Partner with Data Scientists and business stakeholders to understand analytical needs and translate them into robust data infrastructure and workflows for the global Analytics team to leverage for deriving insights. Collaborate with the Data Engineering team to design data models and data pipelines.
Design, develop and maintain scalable data pipelines. Monitor performance and optimize data systems for high performance and reliability.
Collaborate with the Data Integrity team to build a Data Quality Framework that ensures production data meets SLAs for key stakeholders and business processes.
Perform timely Root Cause Analysis to troubleshoot data-related issues; assist in implementation of code and process fixes.
Provide thought leadership and collaborate with other team members to continue to scale our architecture to evolve for the needs of tomorrow. Contribute to the establishment of best practices including code standards, version control, documentation, testing, and review processes.
Develop and support CI/CD processes using Terraform, Github, TeamCity, Octopus, etc.
Define and implement monitoring and alerting policies for data solutions.
6+ years minimum of experience in analytics engineering or data engineering
Proven track record in building, monitoring, and optimizing large-scale data systems and analytics infrastructure.
Experience working in Databricks & Azure environment (or other cloud equivalents).
Experience working with pipeline scheduling tools such as Airflow & Astronomer.
Experience working with CI/CD tools such as TeamCity, Terraform, Github, Octopus
Bachelors degree or equivalent in an engineering or technical field such as Computer Science, Mathematics, Statistics, or strong quantitative and software background.
SKILLS
6+ years of hands-on experience in Python & 3+ years of hands-on experience in PySpark
6+ years of hands-on experience in using advanced SQL queries (analytical functions), experience in writing and optimizing highly efficient SQL queries
Proven ability to reconcile technical and business perspectives.
Ability to push the frontier of technology and freely pursue better alternatives.
Ability to maintain focus and develop proficiency in new skills rapidly.
Ability to utilize problem solving skills in a fast-paced environment.
PLUSES
Please note that these are desirable skills and are not required to apply for the position.
Knowledge of software coding practices across the development lifecycle, including agile methodologies, coding standards, code reviews, source management, build processes, testing, and operations.
Streaming or NRT modeling experience.
Passion for technical mentorship.
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