Track Lead (Support & Operations)

HCLTech

| Greater Noida, Uttar PradeshBengaluru, Karnataka
Job Summary

Job Description : -

Build and maintain data pipelines that ingest infrastructure metrics, logs, and health check outputs
Design ETL processes to feed the RAG pipeline with structured runbook and operational data
Implement vector embedding pipelines for knowledge base ingestion into pgvector/ChromaDB
Create data quality checks and validation layers before AI reasoning layer ingestion
Integrate data from ServiceNow, DB Run scripts, and observability platforms
Optimize data throughput and storage for real-time weather map updates

Key Responsibilities

Job Description : -

Build and maintain data pipelines that ingest infrastructure metrics, logs, and health check outputs
Design ETL processes to feed the RAG pipeline with structured runbook and operational data
Implement vector embedding pipelines for knowledge base ingestion into pgvector/ChromaDB
Create data quality checks and validation layers before AI reasoning layer ingestion
Integrate data from ServiceNow, DB Run scripts, and observability platforms
Optimize data throughput and storage for real-time weather map updates

Skill Requirements

Skills Required : -

Python (intermediate-advanced), SQL, Bash scripting
ETL/ELT frameworks: Apache Airflow, Pandas, Polars
Databases: PostgreSQL, MongoDB, Redis, SQLite
Vector databases: pgvector, ChromaDB, FAISS
Cloud data services: GCP BigQuery, Cloud Storage
Data modeling, schema design, and data quality
JSON/YAML parsing and data transformation

Other Requirements

NA

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