Data Scientist - Game Analytics New

Rockstar Analytics
Charing Cross, United Kingdom
2 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

Data analysis
Artificial Neural Networks
Cluster Analysis
Data Governance
Video Game Development
Python
Machine Learning
SQL Databases
Tableau
PySpark
Information Technology
Data Analytics
Machine Learning Operations
Data Pipelines
Databricks

Job description

  • The Rockstar Analytics team provide actionable insights to a wide variety of stakeholders across the organization in support of their decision making.
  • We partner with multiple departments across the company to design and implement data and pipelines.
  • We collaborate as a global team to develop cutting-edge data pipelines, data products, data models, reports, analyses, and machine learning applications.
  • The Game Analytics vertical is heavily focused on understanding our players and using data to improve our games., * Design, develop, and deliver data analytics solutions to address critical business or game questions, leveraging machine learning and advanced analytical techniques as appropriate.
  • Assure Rockstar's ongoing competitive advantage by providing high quality insights and in-depth analyses, aligned to strategic initiatives and design intentions.
  • Tell impactful stories with data through insightful, actionable reports and presentations.
  • Develop a deep understanding of gameplay flows, and leverage this to inform analysis of game data.
  • Identify and lead analytic value-add projects and experiments aligned with long-term strategic initiatives.
  • Conduct proactive in-depth analysis and predictive modeling to uncover hidden opportunities.
  • Partner with data analysts, data engineers, data scientists, data governance analysts, and stakeholders to better understand requirements, find bottlenecks, and implement resolutions.
  • Help mentor and develop the skillsets of the junior team members within your team or department.

Requirements

  • 5+ years in a data science role required.
  • Experience in writing production-stable code (preferably Pyspark), pushing models and data pipelines to production, and iterating on models in production.
  • Proficiency in statistical theories such as probability, distributions, Bayesian statistics, causal inference.
  • Knowledge of machine learning techniques such as Clustering, Gradient Boosting, Neural Networks, Regression.
  • Excellent SQL skills and experience using Python for machine learning / statistical analysis.
  • Experience using large, complex datasets and building dashboards using a BI platform, ideally Tableau.
  • Excellent data storytelling and visualization skills, able to effectively communicate insights to a diverse range of stakeholders.
  • Strong problem-solving skills with the ability to reconcile technical and business perspectives.
  • Passion for video games and knowledge of the industry., * Experience with Databricks and MLFlow.
  • Graduate degree (MBA, MSc or Master's, PHD), an asset.
  • Game industry experience, an asset.
  • Bachelor's degree in Computer Science, Mathematics, or a related field, with a strong quantitative background.

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 is on the lookout for a passionate Senior Data Scientist who possesses a passion 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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