Data Operations Engineer

Rockstar Games
Charing Cross, United Kingdom
18 days ago

Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Working hours
Regular working hours
Languages
English
Experience level
Senior

Job location

Charing Cross, United Kingdom

Tech stack

API
Airflow
Data analysis
Data Integrity
Github
Python
Machine Learning
Octopus Deploy
Prometheus
DataOps
SQL Databases
Snowflake
Grafana
PySpark
Information Technology
Data Analytics
Data Management
Machine Learning Operations
TeamCity
Data Pipelines
Docker
Databricks
Artifactory

Job description

  • 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 distributed team to develop innovative data pipelines, data products, data models, reports, analyses, and machine learning applications.
  • The Data Science Operations vertical within the Analytics team ensures seamless execution of scheduled ML and data model process., * Collaborate with Data Scientists and Engineers to understand process flows and business needs. Design and implement standardized alerts and runbooks to streamline issue identification and resolution in Rockstar's Analytics data platform.
  • Partner with other Analytics Engineering, MLOps and Data Integrity teams to monitor the health and success of our ongoing processes. Create both manual and automated processes to ensure that we are meeting our Data Contracts and standards.
  • Establish a framework for monitoring, alerting and reviewing Data Pipelines and ML models to ensure they are aligned with our best practices for efficiency, cost, quality, and stability.
  • Provide technical expertise for the data science team to utilize APIs, libraries, automation, and other technologies to improve and streamline our workflows
  • Provide Level 1 support for urgent issues or outages during regular work hours, enforcing SLAs/SLOs. Conduct root cause analysis, develop Correction of Errors documents, and ensure seamless handovers to US/UK time zone teams for unresolved critical issues.

Requirements

  • Bachelor's degree in a relevant field (e.g. Data Analytics, Computer Science, Mathematics, Business, or related).
  • 4+ years of experience in analytics, data operations, ML operations, etc.
  • Experience with SQL and Python (PySpark).
  • Experience with containerization and CI/CD tools (Docker, TeamCity, Octopus, JFrog Artifactory, GitHub).
  • Experience with Orchestration tools (Airflow, Prefect others).
  • Experience with cloud data platforms, particularly Databricks and Snowflake is preferred.
  • Excellent written and verbal communication skills, with a focus on technical documentation.
  • Passion for Rockstar Games and our titles., * Experience with Data Quality tools and frameworks.
  • Experience with MLOps tools and frameworks.
  • Experience using tools such as Grafana, Prometheus, Elastic to monitor systems, metrics, and create dashboards.
  • Familiarity with building and supporting process alerting at an Enterprise scale.

Benefits & conditions

  • Training Provided
  • Regular team and company events
  • Free drinks, fruit or food
  • Subsidized public transport
  • Flexible working
  • Free Gym or Gym Subsidy
  • Private Medical/Dental healthcare
  • Annual Health Check
  • Bonus/Reward Scheme
  • Childcare Vouchers
  • Cycle to work scheme
  • Language Classes

About the company

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 on the lookout for a skilled Senior Data Operations Engineer with strong automation, process monitoring, and problem-solving skills who is passionate for both games and big data. This is a full-time, permanent and in-office position based in Rockstar's unique game development studio in the heart of London.

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