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Data Engineer (MS Fabric)
Data Engineer (MS Fabric)
Thinkgrid Labs's logo

Data Engineer (MS Fabric)

Eman Khan's profile picture
Posted by Eman Khan
5 - 10 yrs
₹10L - ₹18L / yr
Remote only
Skills
Microsoft Fabric
Fabric Mirroring
skill iconPython
skill iconScala
Spark
Onelake
Lakehouse
Schema-Drift
SQL server

Job Description


Who are you?

  • SQL & CDC Pro: Strong SQL Server/T-SQL; hands-on CDC or replication patterns for initial snapshot + incremental syncs, including delete handling.
  • Fabric Mirroring Practitioner: You’ve set up and tuned Fabric Mirroring to land data into OneLake/Lakehouse; comfortable with OneLake shortcuts and workspace/domain organisation.
  • Schema-Drift Aware: You detect, evolve, and communicate schema changes safely (contracts, tests, alerts), minimising downstream breakage.
  • High-Volume Ingestion Mindset: You design for throughput, resiliency, and backpressure—retries, idempotency, partitioning, and efficient file sizing.
  • Python/Scala/Spark Capable: You can build notebooks/ingestion frameworks for advanced scenarios and data quality checks.
  • Operationally Excellent: You add observability (logging/metrics/alerts), document runbooks, and partner well with platform, security, and analytics teams.
  • Data Security Conscious: You respect PII/PHI, apply least privilege, and align with RLS/CLS patterns and governance guardrails.


What you will be doing?

  • Stand Up Mirroring: Configure Fabric Mirroring from SQL Server (and other relational sources) into OneLake; tune schedules, snapshots, retention, and throughput.
  • Land to Bronze Cleanly: Define Lakehouse folder structures, naming/tagging conventions, and partitioning for fast, organised Bronze ingestion.
  • Handle Change at Scale: Implement CDC—including soft/hard deletes, late-arriving data, and backfills—using reliable watermarking and reconciliation checks.
  • Design Resilient Pipelines: Build ingestion with Fabric Data Factory and/or notebooks; add retries, dead-lettering, and circuit-breaker patterns for fault tolerance.
  • Manage Schema Drift: Automate drift detection and schema evolution; publish change notes and guardrails so downstream consumers aren’t surprised.
  • Performance & Cost Tuning: Optimise batch sizes, file counts, partitions, parallelism, and capacity usage to balance speed, reliability, and spend.
  • Observability & Quality: Instrument lineage, logs, metrics, and DQ tests (nulls, ranges, uniqueness); set up alerts and simple SLOs for ingestion health.
  • Collaboration & Documentation: Partner with the Fabric Platform Architect on domains, security, and workspaces; document pipelines, SLAs, and runbooks.


Must-have skills

  • SQL Server, T-SQL; CDC/replication fundamentals
  • Microsoft Fabric Mirroring; OneLake/Lakehouse; OneLake shortcuts
  • Schema drift detection/management and data contracts
  • Familiarity with large, complex relational databases
  • Python/Scala/Spark for ingestion and validation
  • Git-based workflow; basic CI/CD (Fabric deployment pipelines or Azure DevOps)

Benefits

  • 5 day work week
  • 100% remote setup with flexible work culture and international exposure
  • Opportunity to work on mission-critical healthcare projects impacting providers and patients globally
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Shubham Vishwakarma

Full Stack Developer - Averlon
I had an amazing experience. It was a delight getting interviewed via Cutshort. The entire end to end process was amazing. I would like to mention Reshika, she was just amazing wrt guiding me through the process. Thank you team.
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About Thinkgrid Labs

Founded :
2021
Type :
Products & Services
Size :
20-100
Stage :
Profitable

About

Founded with the mission to fix the broken outsourcing model, ThinkGrid Labs is a globally distributed technology company helping businesses design, build, and scale digital products. From AI-powered solutions to cloud-native applications and APIs, we partner with startups and enterprises to deliver software that is scalable, compliant, and future-ready.


Why ThinkGrid?

We’re not just another services company - we act as an extension of our clients’ teams, taking ownership from ideation to delivery. Our focus is on high-quality engineering, design excellence, and long-term partnerships, which is why we’re consistently rated 4.8/5 by clients on Clutch.


Milestones & Impact

  • Built scalable platforms for fintech, healthtech, logistics, and SaaS companies across the globe.
  • Grew into a globally distributed team across India, Australia, and beyond.
  • Delivered solutions that handle millions of API calls and large-scale cloud workloads daily.
  • Recognized by clients for our speed, collaboration, and reliability.


Culture & Careers

At ThinkGrid Labs, you’ll work in a remote-first, global team that values autonomy, curiosity, and impact. We give every team member the chance to own features end-to-end, experiment with new technologies, and see their work make a direct difference.


We thrive on:

  • 🌍 Distributed collaboration
  • 🚀 Continuous learning
  • 🤝 People-first partnerships


👉 Join us to build technology that actually matters. Explore open roles on our LinkedIn Careers Page.

Read more

Candid answers by the company

What does the company do?
What is the location preference of jobs?

ThinkGrid Labs is a software development and technology consultancy firm that builds custom web, mobile, and cloud applications, APIs, and AI-enabled solutions—helping clients transform ideas into scalable digital products. 

Company social profiles

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