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Data Scientist
La Fabrique by CAData Engineer at KHOME focusing on data science and ML model design. Collaborating with product teams to enhance real estate data evaluation and AI integration.
Tech Stack
Tools & technologiesFluxNumpyPandasPythonScikit-Learn
About the role
Key responsibilities & impact- Design, train, and maintain statistical models (scoring, valuation, anomaly detection, segmentation)
- Rigorously assess the quality of models and data — including data provided by external vendors
- Leverage geospatial data (POIs, flows, zoning, distances, cadastral data and DVF — geolocated property transaction data) to enrich valuation and scoring models
- Produce actionable outputs for product and business teams
- Contribute to the data roadmap by identifying high-value opportunities
- Design and maintain training and inference pipelines
- Work closely with the Data Engineer on data architecture and input data quality
- Participate in model orchestration and production monitoring
- Integrate LLM / RAG / generative AI approaches into product use cases when appropriate
- Design and deploy RAG pipelines over real estate and regulatory document corpora
- Master AI engineering patterns: structured prompt engineering, function calling, lightweight AI agents, orchestration chains (LangGraph, CrewAI)
Requirements
What you’ll need- Strong proficiency in Python for data science (Pandas, scikit-learn, statsmodels, NumPy, GeoPandas, Shapely)
- Hands-on experience with supervised and unsupervised modeling on structured data
- Ability to rigorously assess external data (quality, bias, drift)
- Ability to work autonomously in a fast-evolving/startup environment — no need for a highly formalized framework to move projects forward
- Exposure to real estate, financial, or market data — a real plus
- Familiarity with generative AI and practical use of current tools (LLMs, RAG, assisted automation)
- Ability to communicate complex results to non-technical stakeholders
Benefits
Comp & perks- In-person presence preferred for strategic technical roles
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
PythonPandasscikit-learnstatsmodelsNumPyGeoPandasShapelysupervised modelingunsupervised modelingdata quality assessment
Soft Skills
autonomycommunicationproblem-solvingadaptabilitycollaboration