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    Data & AI Specialists

    Hire Expert Data Engineers On Demand

    Hire pre-vetted data engineers who build reliable batch and streaming pipelines, model warehouses, and lakehouse architectures that deliver clean, trusted data to analytics and machine learning teams.

    Apache SparkAirflowdbtSnowflakeKafkaDatabricks
    50+
    Data Engineers
    4.8
    Avg. Client Rating
    48h
    Avg. Match Time

    Build Your Team Today

    Tell us your needs — we'll match you within 48 hours.

    No commitment required · Free consultation

    Trusted by global innovators

    Benchmark
    Chibasco
    Fundency
    Lantimer
    Lauren
    Lera
    One Minute
    Pento Pix
    TAP
    Xtrium
    Healthevolve
    Benchmark
    Chibasco
    Fundency
    Lantimer
    Lauren
    Lera
    One Minute
    Pento Pix
    TAP
    Xtrium
    Healthevolve
    Benchmark
    Chibasco
    Fundency
    Lantimer
    Lauren
    Lera
    One Minute
    Pento Pix
    TAP
    Xtrium
    Healthevolve
    Benchmark
    Chibasco
    Fundency
    Lantimer
    Lauren
    Lera
    One Minute
    Pento Pix
    TAP
    Xtrium
    Healthevolve
    What They Bring

    Capabilities of Our Data Engineers

    Our data engineers cover ingestion, transformation, storage, and orchestration across modern batch and streaming stacks.

    Pipeline Orchestration

    They build and schedule dependency-aware workflows in Airflow, Dagster, or Prefect, adding retries, backfills, and data quality checks to keep pipelines dependable and observable.

    Large-Scale Processing

    They engineer distributed transformations in Apache Spark and streaming pipelines with Kafka or Flink, tuning partitioning and joins to process high-volume data efficiently.

    Warehouse and Lakehouse Modeling

    They design dimensional and semantic models with dbt on Snowflake, BigQuery, or Databricks, using formats like Delta Lake and Iceberg for reliable lakehouse storage.

    Data Quality and Governance

    They enforce schema contracts, testing with Great Expectations or dbt tests, and add lineage and cataloging so downstream teams can trust and trace their data.

    How We Work

    Flexible Data Hiring Options

    Flexible hiring structures designed to fit your timeline, budget, and team dynamics.

    Senior Data Developers

    Highly experienced engineers who can independently architect, build, and lead data & ai development for your product with minimal ramp-up time.

    • 5+ years of production Data experience
    • Mentorship & code review capabilities
    • Technical leadership & architecture decisions
    Browse Senior Developers

    Dedicated Data Teams

    Build a complete, cross-functional Data data & ai team — developer, QA, and tech lead — fully dedicated to your product roadmap.

    • 2-8 engineers, fully integrated
    • Sprint-based agile delivery
    • Scales up or down as needed
    Build a Dedicated Team
    Simple Process

    How to Hire Data Engineers

    We've simplified developer hiring so you can focus on building — not sourcing.

    1

    Share Your Requirements

    Tell us your tech stack, team size, timeline, and project scope via a quick intake form.

    2

    Review Matched Profiles

    Receive 3-5 curated developer profiles from our vetted Data talent pool within 48 hours.

    3

    Interview & Select

    Conduct technical interviews with shortlisted candidates. We facilitate everything.

    4

    Onboard & Build

    Your developer is fully onboarded and integrated with your team — ready to ship from day one.

    What Our Clients Say

    We don't just build products; we forge lasting partnerships. See how we've helped industry leaders transform their vision into technical reality.

    Benchmark

    I can clearly see how Agnotic has a unique way of handling end-to-end development. They are always active on quick chat and provide support quickly.

    Aaron Phelan

    Aaron Phelan

    Founder, Benchmark

    Latimer

    Agnotic combines deep technical expertise with strong domain knowledge. They understand the business context, anticipate challenges, and make collaboration smooth and effective.

    John Pasmore

    John Pasmore

    Founder, Latimer

    My Lauren

    Agnotic is the best technical team we evaluated. Their engineering excellence made our work dramatically easier and allowed us to stay focused on what matters most for maternal care outcomes. They took full ownership of the technical execution, and we are always happy to continue working together.

    Kim Smith

    Kim Smith

    Founder, My Lauren

    Frequently Asked Questions

    They add tests at each stage using dbt tests or Great Expectations, validating schemas, null rates, and referential integrity, and fail or quarantine bad batches before they reach production tables.

    Ready to hire Data Engineers?

    Tell us what you're building and we'll match you with pre-vetted data engineers within 48 hours.

    Email

    contact@agnotic.com

    Partnerships

    contact@agnotic.com