


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

About Thinkgrid Labs
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.
Candid answers by the company
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.
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