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

Company: Bungie, Inc.
Location: Seattle
Posted on: November 8, 2024

Job Description:

Bungie is seeking a Senior Data Scientist to join our Machine Learning team. In this role, you will directly support Bungie's product security initiatives, working closely with analysts and engineers to reduce the impact of bad actors in Bungie games.At Bungie, we build worlds that inspire friendships. Protecting players in a rapidly changing threat landscape requires machine learning automation, data driven discovery, and careful analysis of a dynamic online global ecosystem. You will leverage your experience in data analysis, data science, and engineering to build security services that protect Bungie players and track emerging threats. Most importantly, your work will be essential to developing unmatched entertainment experiences that inspire friendships and lifelong memories.RESPONSIBILITIES

• Work with partners across the organization, gathering requirements, designing project plans, determining approaches, and defining success criteria 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 within our team.
• Communicate the results of your analyses to both technical and non-technical colleagues.REQUIRED SKILLS
• Ability to utilize cloud-based infrastructure to design, deploy, and manage models while 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, neural networks, and more.
• Effective collaboration and communication skills, enabling seamless teamwork across departments and disciplines.
• Knowledge of computer vision and natural language processing (NLP) machine learning techniques.NICE-TO-HAVE SKILLS
• Experience with Docker / Containerization.
• Experience with Software Engineering Workflows such as CI/CD, GitHub.
• Security and/or game development experience.Listed below is this role's base pay range. In other locations that Bungie has approved for remote work, this pay range may be adjusted up to +/- 10% and some roles may be classified as non-exempt (hourly).This range is determined by an array of factors, including training, transferable skills, work experience, business needs, and market demands. Additionally, it is subject to change and may be modified in the future.In the journey to make incredible worlds, Bungie employees don't simply do meaningful work - they receive meaningful support. Competitive salaries and discretionary bonus opportunities are just the start. We offer comprehensive healthcare coverage, generous 401(k) matching, flexible time off policies, paid parental leave, social clubs, and so much more. Check out our benefits page: Benefits - Bungie Careers to see all the perks that come with joining Bungie.Bellevue Pay Range: $162,000 - $191,000 USDSo you don't meet every requirement listed in this job description? Do you think your experience level is not where it needs to be? Studies show that members of certain underrepresented groups are less likely to apply to jobs unless they believe they meet every single qualification. Bungie is focused on building a diverse, inclusive, and equitable workplace. If you're interested in this position but your past experience doesn't line up perfectly with every qualification in the job description, we want you to apply anyway. The right role for you may be right around the corner!Most Bungie full-time employees will adopt a digital first approach allowing remote work in Bungie approved locations (outside of positions identified as 100% onsite in Bellevue/Seattle, or individuals preferring a hybrid/flex environment). Prospective full-time employees who are located outside of a Bungie approved state or province will need to establish residency in an approved state or province within 45 days of their start date. Contractors will follow a digital first approach adhering to the location guidelines agreed upon by our third-party employer/vendor and Bungie. Bungie's remote policy is subject to change at the company's discretion.Bungie provides equal employment opportunities to all employees and applicants for employment and prohibits discrimination and harassment of any type without regard to race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state or local laws.This policy applies to all terms and conditions of employment, including recruiting, hiring, placement, promotion, termination, layoff, recall, transfer, leaves of absence, compensation and training.Please be aware that fictitious job openings, consulting engagements, solicitations, or employment offers may be circulated on the Internet in an attempt to obtain privileged information, or to induce you to pay a fee for services related to recruitment or training. Bungie does NOT charge any application, processing, or training fee at any stage of the recruitment or hiring process. All genuine job openings will be posted here on our careers page and all communications from the Bungie recruiting team and/or hiring managers will be initiated from an @bungie.com email address.
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Keywords: Bungie, Inc., Kent , Senior Machine Learning Data Scientist - Product Security Full-time - Hybrid / Bungie-Approved [...], Other , Seattle, Washington