Role description

Focus Area

YAML rules schema design (medical_necessity, frequency_limits, coding_intensity), Feature engineering pipelines in Databricks (provider profiles, peer benchmarks, temporal velocity), Rules validation framework (RuleValidator, schema checks), Databricks feature store management (provider_features, peer_benchmarks tables with Z-ordering), Rule performance monitoring (precision, recall, F1 per rule), Snowflake rules deployment (UDFs, stored procedures). Model monitoring (drift detection via Databricks or custom dashboards), CI/CD for Data pipeline and model deployment (automated testing + promotion from staging to production). Feature store integration with models (Databricks Feature Store model serving), Snowflake external function integration with AWS Lambda or Bedrock

Skill

Databricks Certified Associate Data and ML Engineer (preferred), Python 3+ years, Databricks 1+ years (PySpark, Delta Lake, Unity Catalog), Snowflake 3+ years (SQL expert, UDFs, stored procedures), Feature Store (Databricks Feature Store with Z-ordering for quick lookups), Healthcare claims data (CPT, ICD-10,



modifiers) expert, YAML rules authoring or validation experience, MLflow experiment tracking (model versioning, A/B testing), SQL (Databricks SQL + Snowflake), Git + GitHub, Must have 3-5 years Databricks + Snowflake production experience, Must have built rule engines or feature pipelines

Skills databricks,snowflake,aws lambda,sql,git,python,healthcare claims,

About UST

UST is a global digital transformation solutions provider. For more than 20 years, UST has worked side by side with the world’s best companies to make a real impact through transformation. Powered by technology, inspired by people and led by purpose, UST partners with their clients from design to operation.

With deep domain expertise and a future-proof philosophy, UST embeds innovation and agility into their clients’ organizations. With over 30,000 employees in 30 countries, UST builds for boundless impact—touching billions of lives in the process.

📌 Associate III - Data Science (Pune)
🏢 UST
📍 Pune