Senior Data Scientist Machine Learning Social at Bungie

Overview
Bungie is seeking a Senior Data Scientist to join our newly formed Machine Learning team.  Reporting to the Director of Machine Learning, you will scope, prototype, and deploy machine learning models that will support social initiatives across our organization.  In this role, you will directly support Bungie social teams by building knowledge graphs in order to extract insights that drive the future of co-experience in our games.
As part of the Bungie Analytics & Insights team, you will join a diverse team of analysts, data scientists, data engineers, and researchers.  You will leverage your expertise in data analysis, data science, and engineering to build machine learning services for our games and create internal tools that empower Bungie teams to continue doing what they do best. Most importantly, your work will be essential to creating unmatched entertainment experiences designed to 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
Develop, deploy, and maintain machine learning services end-to-end in a cloud environment
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
Experience working within cloud-based infrastructure to build, deploy, and manage models at scale in a live service environment
Advanced proficiency in Python and SQL
Advanced knowledge of machine learning frameworks such as scikit-learn, PyTorch, and Tensorflow
Experience creating and using advanced machine learning algorithms and statistical models: regression, simulation, scenario analysis, clustering, decision trees, neural networks, etc.
Effective at data visualization and storytelling geared towards both technical and non-technical audiences
Familiarity with graph data science algorithms and graph databases (Neo4j, AWS Neptune)
NICE-TO-HAVE SKILLS
Advanced degree in Computer Science, Statistics, Machine Learning, or a related field
Experience working within a variety of different technical environments
Experience with Tableau or similar data visualization tool
A love of games
Listed below is this role's base pay range within the greater Seattle area, 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.
Bungie employees also receive:
Annual Paid Time Off (PTO) and/or Sabbatical (SAB) based on position level  

L13-L15: 20 PTO days
L16-L17: 15 PTO days / 5 SAB days
L18+: 10 PTO days / 10 SAB days


10 paid Floating Days annually, prorated in the first year of employment based on start date
10 paid Bungie-observed holidays each year
One hour of Paid Sick Time (PST) for every 30 hours worked
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.
Washington State Pay Range
$160,000—$189,000 USD
So 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 women and people of color 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 located outside of CA, CO, DC, FL, GA, IL, MA, MD, MN, NC, NJ, NY, OR, TN, TX, UT, VA, WA, or WI will need to establish residency in one of the states we are compliant in within 45 days of a 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.