Senior Machine Learning Data Scientist - Product Security Full-time - Hybrid / Bungie-Approved [...]

$162,000 - $191,000/Yr

Bungie - Seattle, WA

Full-time - Senior

Remote - Seattle, WA

Professional, Scientific, and Technical Services

About the position

Bungie is seeking a Senior Data Scientist to join the Machine Learning team, focusing on product security initiatives. The role involves collaborating with analysts and engineers to mitigate the impact of malicious activities in Bungie games. The position emphasizes the use of machine learning automation and data-driven analysis to enhance player protection in a dynamic online environment, ultimately contributing to the creation of engaging entertainment experiences.

Responsibilities

• Work with partners across the organization to gather requirements and design project plans for machine learning solutions.
• Design, develop, deploy, and maintain machine learning services end-to-end in a cloud environment.
• Build integrations for machine learning models into game development pipelines.
• Transform raw data and build efficient pipelines to support modeling and analytical capabilities.
• Communicate the results of analyses to both technical and non-technical colleagues.

Requirements

• Ability to utilize cloud-based infrastructure to design, deploy, and manage models using SQL at scale within a live service environment.
• Advanced knowledge of deep learning frameworks such as PyTorch and TensorFlow.
• Expertise in developing and applying advanced machine learning algorithms and statistical models, including regression, simulation, scenario analysis, clustering, decision trees, and neural networks.
• Effective collaboration and communication skills for seamless teamwork across departments and disciplines.
• Knowledge of computer vision and natural language processing (NLP) machine learning techniques.

Nice-to-haves

• Experience with Docker / Containerization.
• Experience with Software Engineering Workflows such as CI/CD and GitHub.
• Security and/or game development experience.

Benefits

• Competitive salaries
• Discretionary bonus opportunities
• Comprehensive healthcare coverage
• Generous 401(k) matching
• Flexible time off policies
• Paid parental leave
• Social clubs