---
title: "Data Engineer - R01571442"
company: "Brillio"
company_url: "https://www.remjobs.works/companies/brillio"
url: "https://www.remjobs.works/job/brillio-data-engineer-r01571442-8e06192f-656e-4097-b6a8-bc6c3371b12d"
apply_url: "https://jobs.lever.co/brillio-2/4eab5886-5daf-42f2-bdfb-e0fb8dcc8b8c"
workplace: onsite
location: "Bangalore, Karnataka, India"
employment_type: full-time
seniority: mid
role: data
region: india
skills: ["airflow", "dbt", "jira", "python", "snowflake", "sql"]
date_posted: 2026-09-22T09:40:36.310Z
first_seen_by_remjobs: 2026-09-22T09:46:53.381Z
---

# Data Engineer - R01571442

**Brillio** · Bangalore, Karnataka, India

Apply: https://jobs.lever.co/brillio-2/4eab5886-5daf-42f2-bdfb-e0fb8dcc8b8c

## About the role

$2

##### Job requirements

**Key Responsibilities Logic Discovery and Requirements Analysis**

- Work with pricing analysts to identify custom definitions, calculations, transformations, dependencies, assumptions, edge cases, and ambiguities currently implemented in the Gold layer.

- Reverse-engineer analyst-written SQL, spreadsheet logic, and ad hoc calculations to define intended business behaviour.

- Translate legacy logic into clear technical requirements and migration plans.**Migration to the Silver Layer**

- Re-implement approved pricing definitions as governed, reusable, documented dbt models in the Silver layer.

- Follow data modelling, naming, testing, version control, and code review standards.

- Build maintainable, scalable, auditable models independent of undocumented analyst knowledge.

- Apply dbt tests for uniqueness, not-null, accepted values, relationships, and business rules.**Parity Validation and Quality Assurance**

- Compare migrated Silver-layer results with existing Gold-layer outputs and resolve differences.

- Validate results across representative periods, segments, boundary conditions, and known exceptions.

- Confirm migrations only after parity review and pricing analyst approval.**Analyst Collaboration and Sign-Off**

- Partner with pricing analysts to clarify calculations, confirm intended behaviour, and align on expected results.

- Lead walkthroughs and reviews; document analyst approval before retiring legacy definitions.

- Communicate risks, open questions, dependencies, and decisions to technical and business stakeholders.**Documentation and Lineage**

- Document business meaning, calculation rules, assumptions, exceptions, source inputs, ownership, lineage, tests, and downstream consumers in dbt and Confluence.

- Ensure documentation enables future engineers and analysts to maintain logic without relying on the original analyst.**Gold-Layer Cleanup and Cutover**

- Decommission ad hoc Gold-layer logic after the Silver replacement is validated, approved, adopted, and downstream dependencies are updated.

- Verify retired logic is no longer used and operational documentation reflects the new source of truth.**Required Qualifications**

- 5–8 years of data engineering experience on analytical data platforms.

- Strong SQL skills: joins, window functions, CTEs, aggregations, conditional logic, and optimisation.

- Hands-on dbt experience across models, tests, documentation, and lineage.

- Strong Snowflake experience, including modelling, performance tuning, and warehouse concepts.

- Experience refactoring, migrating, or modernising complex analytical logic.

- Ability to untangle ad hoc SQL and spreadsheet calculations and validate outputs.

- Strong understanding of data quality, reconciliation, testing, and release controls.

- Skilled at working with non-engineering stakeholders to clarify requirements and validate outcomes.

- Excellent communication and documentation habits.**Core Skills and Tools**

- SQL; Python a plus

- Snowflake

- dbt, dbt Cloud

- Airflow

- Confluence, Jira, Slack

- Data modelling, quality validation, reconciliation, migration planning, stakeholder collaboration, and technical documentation.

---

Source: Brillio's own career page, read by RemJobs. Canonical HTML version: https://www.remjobs.works/job/brillio-data-engineer-r01571442-8e06192f-656e-4097-b6a8-bc6c3371b12d