Data Scientist
Core
Design, prototype, and ship production ML models and data products for the subscription economy, focusing on subscriber behavior, viewership attribution, and LLM-powered pipelines.
Role type
Senior IC Data Scientist (ML & LLM)
Builds
Production ML models, data products, and LLM-powered pipelines for media and entertainment analytics
Domain
Media and Entertainment / Subscription Economy
Deliverable
production ML models
Required skills
Python (expert, OOP), SQL, Machine Learning, Git, Cloud environments (GCP), Agentic coding tools, LLM evaluation
Preferred skills
Deep learning frameworks (PyTorch/TensorFlow), MLOps, Synthetic data, Large-scale data processing (Spark/Dask), Cloud deployment (Docker/GKE), LLM orchestration (LangGraph/Pydantic AI), RAG
Technologies
Python, SQL, Apache Spark, PySpark, Dask, Google Cloud (BigQuery, Dataproc, GKE), Git, LangGraph, Pydantic AI, Langfuse, LangSmith
Responsibilities
Build models and data products that reach production for flagship products; Solve modeling problems unlocking new product capabilities; Dig into large datasets to find trends and build core Python libraries; Take on R&D work exploring new datasets and methods; Build LLM-powered pipelines with rigorous evals; Use agentic coding tools as part of daily workflow; Collaborate with cross-functional stakeholders
Seniority
Senior, hands-on IC