Staff Data Scientist (m/f/d)
Core
Scientific conscience of data products, turning billions of location signals into production ML models for causal impact measurement, forecasting, and recommendations.
Role type
Staff Data Scientist (Scientific Lead)
Builds
Production ML models for causal campaign measurement, audience classification, visitation forecasting, and place/audience embeddings.
Domain
Programmatic advertising, location intelligence, geospatial data science
Deliverable
production ML models
Required skills
Causal inference, mathematical depth (probability, statistics, linear algebra), scientific rigour (pre-registration, power analysis), agentic coding, large-scale data engineering, production ML deployment, LLM fine-tuning and evaluation
Preferred skills
Geo-spatial data science (H3/S2), Bayesian statistics, time series forecasting, neural networks, LLM-based data science
Technologies
Python, SQL, AWS, PyTorch, TensorFlow, Keras, H3, S2, PyMC, Stan, NumPyro, Claude Code, Cortex
Responsibilities
Design, validate, and deploy models for causal measurement and forecasting; measure causal impact using counterfactual and synthetic-control models; build time series and embedding models; run science with coding agents; set methodological standards and mentor colleagues; explain complex algorithms to stakeholders and publish research.
