Data Analytics Engineer - Senior Associate

JPMorganChase's Commercial and Investment Bank Finance and Business Management team is looking for a strategic, analytical, and energetic professional to support the team and partner with the business and help achieve their goals. As a Data Analytics Engineer - Senior Associate within the Commercial and Investment Bank Finance and Business Management team, you will build analytics-ready data models and a trusted semantic layer that standardizes business metrics. You will partner with stakeholders to translate requirements into well-modeled datasets in Databricks/Snowflake, using SQL (primary) , Python, ETL, and strong data modeling + semantic layer practices. This role is geared toward analytics enablement: designing curated data products, defining consistent metrics, and enabling scalable self-service reporting. You'll work closely with analytics, product, and engineering partners to turn business questions into governed, reusable models and semantic definitions. You will own the structure and usability of downstream analytics - defining grains, dimensions, facts, conformed entities, and metric logic - so teams can move faster with confidence. You will also collaborate with upstream data engineering to ensure source-to-model alignment and ensure data quality and documentation meet a high bar. The successful candidate will bring consistent KPI definitions across dashboards, clear semantic conventions, performant and well-documented models, and a data ecosystem where consumers trust and reuse what's been built. Job Responsibilities * Lead development of analytics data models (dimensional and/or domain-oriented) optimized for reporting, BI, and self-service consumption. * Design and maintain a semantic layer (standardized metrics, dimensions, entities, and business definitions) to ensure consistency across dashboards and analyses. * Translate stakeholder requirements into clear modeling deliverables (entities, grains, metric definitions, acceptance criteria). * Build transformations primarily in SQL, leveraging Python when needed for complex logic, automation, or validation. * Implement and champion data quality controls (tests, reconciliations, anomaly checks) tied to business-critical metrics. * Optimize model performance in Snowflake and/or Databricks (efficient joins, partitioning/clustering strategies where applicable, cost/performance trade-offs) and collaborate with upstream teams on source system understanding (including NoSQL/semi-structured data) and ensure analytics models reflect correct business meaning. * Establish modeling standards: naming conventions, documentation, lineage, metric governance, and change management for semantic definitions and support enablement: document curated datasets, create user guidance, and help consumers adopt the semantic layer correctly. Required qualifications, capabilities and skills * 3+ years of experience as an Analytics Engineer or related role with Master's degree in Information Technology, Computer Science, Management Information Systems, Operations Research or related field. * Advanced SQL skills (complex joins, performance tuning, incremental logic). * Strong understanding of data modeling (facts/dimensions, grains, conformed dimensions, SCDs, metric design). * Demonstrated experience building or operating a semantic layer / metrics framework (tool-agnostic; ability to standardize KPI logic and definitions). * Comfort working with semi-structured data (JSON) and NoSQL sources and modeling them for analytics. * Exposure to data governance concepts (RBAC, data classification, lineage, audit requirements). * Working experience with Snowflake and/or Databricks in an analytics context. * Practical Python skills for data workflows (validation, automation, notebooks/scripts). * Ability to partner with stakeholders, clarify ambiguous requirements, and drive to measurable outcomes. * Strong documentation habits and attention to data correctness. Preferred qualifications, capabilities and skills * Experience with testing and documentation. * Familiarity with BI tooling and semantic consumption patterns (e.g., Tableau/Sigma/Looker concepts). * Knowledge of orchestration and observability (Airflow/Dagster/ADF; logging/alerting; SLA mindset). JPMorganChase, one of the oldest financial institutions, offers innovative financial solutions to millions of consumers, small businesses and many of the world's most prominent corporate, institutional and government clients under the J.P. Morgan and Chase brands. Our history spans over 200 years and today we are a leader in investment banking, consumer and small business banking, commercial banking, financial transaction processing and asset management. We offer a competitive total rewards package including base salary determined based on the role, experience, skill set and location. Those in eligible roles may receive commission-based pay and/or discretionary incentive compensation, paid in the form of cash and/or forfeitable equity, awarded in recognition of individual achievements and contributions. We also offer a range of benefits and programs to meet employee needs, based on eligibility. These benefits include comprehensive health care coverage, on-site health and wellness centers, a retirement savings plan, backup childcare, tuition reimbursement, mental health support, financial coaching and more. Additional details about total compensation and benefits will be provided during the hiring process. We recognize that our people are our strength and the diverse talents they bring to our global workforce are directly linked to our success. We are an equal opportunity employer and place a high value on diversity and inclusion at our company. We do not discriminate on the basis of any protected attribute, including race, religion, color, national origin, gender, sexual orientation, gender identity, gender expression, age, marital or veteran status, pregnancy or disability, or any other basis protected under applicable law. We also make reasonable accommodations for applicants' and employees' religious practices and beliefs, as well as mental health or physical disability needs. Visit our FAQs for more information about requesting an accommodation. JPMorgan Chase & Co. is an Equal Opportunity Employer, including Disability/Veterans Base Pay/Salary Chicago,IL $99,750.00 - $155,000.00 / year