Data Scientist

This is a fully remote position, open to applicants in Brazil.

📋 Description

• Create and deploy a two-tier optimization engine.

• Develop heuristic algorithms for market prioritization and budget distribution across various markets.

• Utilize Mixed-Integer Programming (MIP) optimization to enhance audience impression delivery within each market.

• Adhere to inventory, pricing, and business limitations.

• Collaborate closely with client domain specialists throughout the development process.

• Operate in an agile environment utilizing 2-week sprints.

⛳️ Requirements

• Proficient in English (both conversational and technical documentation).

• Extensive experience in Data Science, Operations Research, or Optimization Engineering.

• Proficiency in Mixed-Integer Programming (MIP) and optimization solvers (such as Gurobi, CPLEX, or similar).

• Strong background with AWS.

• Advanced skills in Python.

• Experience in designing heuristic algorithms for large-scale combinatorial challenges.

• Demonstrated success in delivering optimization solutions to production environments.

• Expertise in multi-objective optimization (balancing various metrics and constraints).

• Ability to translate business needs into mathematical formulations.

• Experience collaborating with non-technical stakeholders to co-create solutions.

• Familiarity with agile methodologies (Scrum, 2-week sprints).

• Proficient in using AWS Lambda for deploying optimization workloads.

• Background in advertising/media planning or marketing optimization.

• Understanding of media metrics (CPM, GRP, impressions, reach, frequency).

• Knowledge of parallel computing for scalable optimization.

🏝️ Benefits

• Remote work / Homeoffice