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Senior Machine Learning Data Scientist - Product Security
6-11 years
Kolkata, Mumbai, New Delhi + 4 more
1 vacancy
Senior Machine Learning Data Scientist - Product Security
Bungie
posted 3mon ago
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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 roles 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 dont 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.
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 dont 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 USD
So you dont meet every requirement listed in this job descriptionDo you think your experience level is not where it needs to beStudies 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 youre interested in this position but your past experience doesnt 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.
Employment Type: Full Time, Permanent
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