Data Scientist (Forward Deployed)

📋 Description

• Deploy production use cases to deliver measurable ROI.
• Benchmark against client baselines (XGBoost, LightGBM) and validate data.
• Collaborate with research/product teams to translate pain points into roadmap inputs.
• Define strategy to identify problems, prevent leakage, and manage last-mile integration.
• Collaborate with Sales/SA to align stakeholders and explain predictions.

🎯 Requirements

• PhD or master's in CS/Math/Stats or equivalent.
• 2+ years as a technical IC (data scientist or software engineer).
• Experience with Docker, orchestration, and performant APIs (FastAPI/Flask).
• End-to-end pipeline mastery: framing, pre-processing, ML algorithm, validation.
• Deep data handling with PySpark and Pandas; memory optimization.
• Proven ability to optimize models for a business problem.

🎁 Benefits

• Competitive compensation with salary and equity.
• Comprehensive health coverage for you and dependents.
• Paid parental leave for new parents.
• Relocation support for moving to join the team.
• Mission-driven, low-ego culture with ownership and action.