Senior Data Scientist, Engine Systems

About the role

Roblox is seeking a highly skilled Senior Data Scientist to join our Engine Systems team in San Mateo, CA. This position is pivotal in leveraging data-driven insights to enhance the performance and functionality of our gaming engine. As a Senior Data Scientist, you will work closely with cross-functional teams to analyze complex datasets, develop predictive models, and contribute to the overall strategy of our engine systems. Your expertise will help shape the future of gaming on our platform, ensuring a seamless experience for millions of users worldwide.

Key facts

What you'll do

• Collaborate with engineering teams to identify key performance indicators (KPIs) that drive the success of our engine systems.
• Analyze large datasets to extract actionable insights that inform product development and optimization strategies.
• Develop and implement predictive models to forecast system performance and user engagement metrics.
• Conduct A/B testing and other experimental methodologies to validate hypotheses and measure the impact of changes to the engine.
• Create data visualizations and dashboards to communicate findings to stakeholders, ensuring data-driven decision-making across teams.
• Work with machine learning algorithms to enhance the capabilities of our engine, improving user experience and engagement.
• Mentor junior data scientists and provide guidance on best practices in data analysis and modeling techniques.
• Participate in code reviews and contribute to the development of data pipelines and infrastructure to support data initiatives.
• Stay current with industry trends and advancements in data science and machine learning, applying new techniques to enhance our systems.
• Collaborate with product managers and designers to align data insights with user experience goals.
• Engage in cross-departmental projects to ensure data consistency and integrity across the organization.
• Present findings and recommendations to executive leadership, influencing the strategic direction of the company's engine systems.

Requirements

• A Master's degree or Ph.D. in Data Science, Computer Science, Statistics, or a related field.
• At least 5 years of experience in data science or a related analytical role, preferably within the gaming or technology sectors.
• Proficiency in programming languages such as Python or R, with a strong understanding of data manipulation libraries (e.g., Pandas, NumPy).
• Experience with machine learning frameworks (e.g., TensorFlow, PyTorch) and statistical modeling techniques.
• Strong analytical skills with the ability to interpret complex data sets and translate findings into actionable insights.
• Excellent communication skills, capable of conveying technical concepts to non-technical stakeholders.
• Familiarity with data visualization tools (e.g., Tableau, Power BI) and experience in creating impactful visual representations of data.

Nice to have

• Experience in game development or a strong understanding of gaming engines and their performance metrics.
• Knowledge of cloud computing platforms (e.g., AWS, Google Cloud) and their data services.
• Familiarity with SQL and database management systems for data extraction and manipulation.
• Previous experience in mentoring or leading a team of data scientists or analysts.
• Understanding of user experience design principles and how data can inform design decisions.

Skills & tools

• Proficient in data analysis and statistical modeling techniques.
• Strong programming skills in Python or R, with experience in data manipulation and machine learning libraries.
• Familiarity with data visualization tools and techniques for effective communication of insights.
• Experience with cloud platforms and data storage solutions.
• Knowledge of A/B testing methodologies and experimental design.

Practical notes

• This position is based in San Mateo, CA, and may require occasional travel for team collaboration or industry conferences.
• Candidates must be eligible to work in the United States; visa sponsorship is available for qualified individuals.
• The role may involve flexible working hours to accommodate collaboration with global teams.

META

Company: Roblox

Title: Senior Data Scientist, Engine Systems

Listed

location: San Mateo, CA, United States

Apply URL: https://careers.roblox.com/jobs/7848812?gh_jid=7848812