JOB DESCRIPTION

You are a strategic thinker passionate about driving solutions in Analytics. You have found the right team.

As a/an Associate Analytics Engineer within the Data & Analytics team, you will build analytics-ready data models and a trusted semantic layer that standardizes business metrics. You will translate stakeholder needs into governed datasets and KPI definitions in Snowflake and/or Databricks using SQL as the primary transformation language. You will embed data quality, documentation, and performance best practices so downstream teams can reliably reuse models for self-service reporting.

Job Responsibilities
- Lead development of dimensional and/or domain-oriented analytics data models optimized for BI and self-service consumption.
- Design and maintain a semantic layer defining standardized metrics, dimensions, entities, and business definitions.
- Translate stakeholder requirements into transparent modeling deliverables, including grains, entities, metric logic, and acceptance criteria.




- Build transformations primarily in SQL and leverage Python for complex logic, automation, and validation as needed.
- Implement data quality controls, including tests, reconciliations, and anomaly checks tied to business-critical metrics.
- Collaborate with upstream teams to align source-to-model meaning, including semi-structured and NoSQL data considerations.
- Establish modeling standards covering naming conventions, documentation, lineage, metric governance, and change management.
- Document curated datasets and produce user guidance to enable correct adoption of semantic definitions.
- Support consumers by troubleshooting metric questions and improving usability of downstream analytics products.

Required Qualifications, Capabilities, and Skills
- Hold a Master's degree in IT, Computer Science, MIS, Operations Research, or related field plus 3 years of relevant experience, or hold a Bachelor's degree in the same fields plus 5 years of relevant experience.
- De

📌 Analytics Engineer (Bengaluru)
🏢 JPMorganChase
📍 Bengaluru