[Job 31517] Data Scientist
Core
Design and implement a two-tier optimization engine for market prioritization, budget allocation, and maximizing audience impressions delivery within business constraints.
Role type
Senior IC optimization/data scientist
Builds
Production optimization engine for media planning and budget allocation
Domain
Advertising/Media Planning + Operations Research
Deliverable
production ML models
Required skills
Mixed-Integer Programming (MIP), heuristic algorithm design, multi-objective optimization, AWS, Python, mathematical formulation of business requirements
Preferred skills
AWS Lambda deployment, advertising/media planning domain knowledge, media metrics (CPM, GRP, impressions), parallel computing
Technologies
Gurobi, CPLEX, Python, AWS
Responsibilities
Design heuristic algorithms for market prioritization and budget allocation; implement MIP optimization to maximize audience impressions; collaborate with domain experts in agile sprints; translate business requirements into mathematical formulations
Seniority
Senior, hands-on IC
