Data Scientist
Core
Own end-to-end delivery of significant data science projects, building production-ready ML/AI solutions for media intelligence and audience modeling.
Role type
Mid-level IC Data Scientist
Builds
Production ML models and AI workflows for media measurement and audience modeling
Domain
Media intelligence, ad tech, and consumer attention analytics
Deliverable
production ML models
Required skills
Python, PySpark, SQL, Databricks, Delta Lake, core ML (regression, classification, clustering), MLOps (experiment tracking, pipeline orchestration), LLM-augmented pipelines, entity resolution, probabilistic record linkage
Preferred skills
Knowledge graph construction, causal inference, deduplication, media measurement domain expertise, identity resolution in privacy-constrained environments
Technologies
Python, PySpark, Databricks, Delta Lake, Airflow, AWS, GCP, vector databases
Responsibilities
Design and deploy end-to-end data science projects, build production-quality code and reusable tools, mentor junior data scientists, collaborate cross-functionally on pipeline design
Seniority
Mid-level, hands-on IC
