Data Engineer
Orion Innovation
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7,803 open data roles across 707 companies are on ApplySarthi right now, most of them in Bengaluru (426), Hyderabad (311), Mumbai (161).
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What data roles keep asking for: Python (30%), AWS (30%), SQL (29%), Machine learning (17%), Spark (13%) — counted across their open postings here.
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Counted across 14 company job boards, updated as roles open and close.
Preparing for this interview
Interviews for data roles keep coming back to Python, AWS, SQL, Machine learning. Practise those questions before you sit with Orion Innovation.
Questions you are likely to be asked
- Why do you want to join Orion Innovation?
- What is your experience with Databricks? Tell me one thing you learned the hard way.
- Tell me about a time the data was messy or wrong. What did you do?
- How would you explain your model's result to someone who is not technical?
- What would you check first if a model's accuracy dropped after going live?
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Practise the Data Engineer at Orion Innovation interview free →Orion Innovation is a premier, award-winning, global business and technology services firm. Orion delivers game-changing business transformation and product development rooted in digital strategy, experience design, and engineering, with a unique combination of agility, scale, and maturity. We work with a wide range of clients across many industries including financial services, professional services, telecommunications and media, consumer products, automotive, industrial automation, professional sports and entertainment, life sciences, ecommerce, and education.
ROLE SUMMARY
The Company’s Commercialization Business Insights & Technology (CBI&T) Dat and AI (D&A) New Build team is responsible for executing on prioritized work leveraging Databricks as its data foundation platform.
Seeking US Data Lead to manage delivery of these data assets and data products end to end. This position is the technical point of contact for this work, translating business requirements from our Commercialization AI Strategy & Analytics (CASA) business partners into designed, built, tested, and released data products on Databricks.
Work with US data team members, other commercialization BI&T stakeholders, company offshore engineers and systems integrator resources.
KEY RESPONSIBILITIES
Data delivery
• Lead design, build, UAT, releases
• Partner with CASA data owners, domain leads, and business SMEs to translate data product scope: critical data elements, business rules, metric definitions, grain, aggregation logic, and acceptance criteria into technical design and execution.
• Produce core design artifacts: source-to-target mappings, analytical requirement documents, Bronze, Silver Gold-layer logical data models.
Technical build and data modeling
• Hands on understanding of of Databricks tools, (PySpark, Spark SQL, Delta Lake, etc.)
• Apply platform standards for Unity Catalog cataloging, table design and clustering, performance tuning, data quality controls, and CI/CD through Git.
• Data Product data modeling
Offshore/Vendor Engagement
• Day-to-day work of an offshore engineering pod in Hyderabad, India — backlog grooming, task assignment, design review, and code review.
• Provide technical direction to systems integrator and consulting partners working on the same domains, and hold their deliverables to company standards.
• Review vendor work products against statement-of-work scope and flag gaps early.
REQUIRED QUALIFICATIONS
• 6–10+ years in data engineering
• Databricks experience
• Strong data product and data modeling skills. Proven experience defining and delivering data products with business stakeholders, not just executing handed-down specifications.
• Demonstrated hands-on Databricks experience: PySpark, Spark SQL, Delta Lake, and experience with medallion architecture (Bronze/Raw, Silver/Refined, Gold/Published) including what logic belongs in which layer and why.
• Experience with Unity Catalog: catalogs and schemas, access control, and data classification.
• Experience leading distributed and offshore teams, with demonstrated ability to get quality output from an India-based delivery pod.
• Advanced SQL, Python, and a Git-based development workflow.
• Excellent written and verbal communication; able work independently with business stakeholders
• Self-directed. This team needs people who can take an ambiguous business ask and drive it to released data products
PREFERRED QUALIFICATIONS
• Pharmaceutical or life sciences commercial data experience, and familiarity with industry data sources such as IQVIA, Symphony Health, Komodo, Flatiron, specialty pharmacy and distributor data, Veeva CRM, and marketing or digital engagement platforms.
• Understanding of commercial analytics use cases: field force performance, customer, patient journey and line of therapy
• Familiarity with data governance concepts: data ownership, stewardship, critical data elements, and data quality frameworks.
• Experience in a regulated environment with audit, privacy, and access-control requirements
Orion is an equal opportunity employer, and all qualified applicants will receive consideration for employment without regard to race, color, creed, religion, sex, sexual orientation, gender identity or expression, pregnancy, age, national origin, citizenship status, disability status, genetic information, protected veteran status, or any other characteristic protected by law.
Candidate Privacy Policy
Orion Systems Integrators, LLC and its subsidiaries and its affiliates (collectively, “Orion,” “we” or “us”) are committed to protecting your privacy. This Candidate Privacy Policy (orioninc.com) (“Notice”) explains:
- What information we collect during our application and recruitment process and why we collect it;
- How we handle that information; and
- How to access and update that information.
Your use of Orion services is governed by any applicable terms in this notice and our general Privacy Policy.
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Listed on greenhouse · posted 2026-10-06. ApplySarthi collects openings and links to application pages; the role is advertised by Orion Innovation, not by us.