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Senior Data Scientist

IMX Data

Ajmer, Rajasthan, India · Full Time

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Experience
1+ yrs
Salary
Openings
1
Posted
4 天前
Work mode
In office
Education
Master's degree
Resume
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Job description

About the Role

IMX Data is seeking a Senior Data Scientist to join their team in Ajmer, Rajasthan. This role involves working extensively with large-scale healthcare claims data to extract insights and develop scalable analytical models and deployment pipelines.

Key Responsibilities

  • Develop diagnostic and procedural indexes on multi-terabyte healthcare claims data to detect patterns and cost contributors using SQL, R, and standardized healthcare coding systems like ICD, CPT, and HCPCS.
  • Design and implement data schemas in Snowflake with automation using dbt, ensuring strict role-based access controls and cost management via warehouse monitoring.
  • Conduct advanced time series analyses on medical and financial data using ARIMA, SARIMAX, and Facebook Prophet models within Jupyter Notebooks to identify seasonal trends and anomalies.
  • Build retrieval augmented generation (RAG) pipelines that semantically extract relevant document segments through ChromaDB and Pinecone by applying tokenization, embedding-based cosine similarity, hybrid, and tree search techniques powered by the OpenAI API.
  • Deploy custom large language model solutions into production environments utilizing containerized inference pipelines with Docker, FastAPI, and Kubernetes orchestration.

Required Qualifications and Skills

  • Master's degree in Computer Science, Computer Information Systems or a related field.
  • Minimum one year of professional experience in data science with a focus on healthcare or large-scale data analytics.
  • Proficiency in SQL, R, and working knowledge of healthcare data standards (ICD, CPT, HCPCS).
  • Experience with Snowflake data warehouse and dbt for data modeling and pipeline automation.
  • Familiarity with time series analytical methods and tools including ARIMA, SARIMAX, and Facebook Prophet.
  • Hands-on expertise in semantic search techniques using ChromaDB, Pinecone, tokenization, vector similarity calculations, and OpenAI API integration.
  • Skilled in container technologies (Docker), API frameworks (FastAPI), and cloud-native orchestration platforms (Kubernetes).

Level

Senior

Minimum education

Master's Degree

Tools & software

Docker required
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