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sql python pytorch llms genai📋 Description
- Act as the founding Data Scientist: define DS strategy and establish best practices.
- Design Task Mining/Process Mining solutions to reveal workflows and bottlenecks.
- Design, develop, and deploy ML systems and data pipelines for large-scale data.
- Build predictive and pattern-discovery solutions using supervised/unsupervised learning and GenAI.
- Establish data foundations: labeling strategy, offline/online evaluation, monitoring.
- Own projects end-to-end from framing to production; collaborate with engineering.
🎯 Requirements
- 5+ years of professional DS/ML experience.
- Sole/lead DS on a product or team, owning problems end-to-end.
- Strong experience with supervised/unsupervised ML and modern tooling.
- Python and SQL with PyTorch, scikit-learn, Pandas/Polars, experiment tracking.
- Experience deploying ML models to production.
- Familiarity with Task Mining, Process Mining, event-log analysis.
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