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Sr. Data Scientist

Sr. Data Scientist

StackleMangalore, IN
4 hours ago
Job description

Title : Data Scientist – LLM & GIS Systems

Location : Roseville, CA (Hybrid or Remote)

Type : Contract-to-Hire or Full-time

About LowPropTax

LowPropTax helps homeowners reduce property taxes using data-driven insights and automated appeals. We combine property data, geospatial analytics, and AI to identify over-assessed parcels and build automation pipelines for large-scale appeal filings.

Role Overview

You will design and build LowPropTax’s custom LLM and GIS intelligence stack from the ground up. This includes developing a proprietary language model for property data insights, creating geospatial overlays to visualize property inequities, and automating data workflows across counties.

Key Responsibilities

  • Architect and train a custom LLM model using internal tax, assessor, and property datasets.
  • Build and fine-tune inference pipelines for automated valuation, appeal reasoning, and evidence generation.
  • Develop GIS-based mapping overlays integrating assessor parcels, zoning, and demographic data.
  • Automate data ingestion pipelines from public APIs, CSVs, and assessor databases.
  • Collaborate with engineering to integrate model outputs into production systems.
  • Perform EDA and feature engineering on large, messy, cross-county property datasets.
  • Evaluate LLM models for accuracy, explainability, and auditability in compliance contexts.

Requirements

  • 3+ years in data science, AI, or applied ML.
  • Deep understanding of LLMs, embeddings, and transformer architectures (not wrappers like GPT APIs).
  • Experience with PyTorch, Hugging Face, LangChain (core only), and vector databases.
  • Proficiency in Python, SQL, and geospatial tools (GeoPandas, Shapely, PostGIS, Mapbox).
  • Experience with data pipelines and MLOps (Airflow, Prefect, MLflow).
  • Comfort working with county property, parcel, or tax datasets is a plus.
  • Strong problem-solving and autonomy.
  • Nice to Have

  • Prior experience with public records, real estate analytics, or valuation models.
  • Experience in cloud environments (AWS, GCP) with scalable model training setups.
  • Familiarity with OCR pipelines for document parsing.
  • Why Join

    You’ll help shape the intelligence core of a fast-growing proptech startup rooted in real impact — saving thousands of homeowners real money through automation and AI precision.

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