Senior/Lead Data Scientist
Core
Build components of new products that turn real customer signals into timely actions and measurable outcomes, establishing experimentation foundations and productionizing data/model workflows.
Role type
Senior/Lead Data Scientist (Product & Marketing)
Builds
New product features for LLM visibility advantage and Voice of Customer insights platform
Domain
SaaS / Consumer Marketing / Generative AI
Deliverable
production ML models | product features
Required skills
feature engineering, propensity modeling, uplift modeling, model evaluation, monitoring, Python, SQL, event schema design, batch job orchestration, data quality guardrails
Preferred skills
LLM applications for agentic solutions, graph modeling, personalization, bandits, causal inference, dbt, Airflow, Looker, Metabase, AWS services (S3, Lambda), FastAPI/Flask, OpenAPI
Technologies
scikit-learn, XGBoost, LightGBM, CatBoost, CausalML, Keras, DoWhy, AWS Lambda, API Gateway, containers
Responsibilities
Design metric design, data and modeling, experimentation, and product integration; Partner across Product, Engineering, CS, and Commercial to make human signals actionable; Ship durable data and model workflows with quality monitoring and documentation
Seniority
Senior, hands-on IC