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Principal Data Engineer
Principal Data EngineerWorth AI • Atlanta, GA, US
Principal Data Engineer

Principal Data Engineer

Worth AI • Atlanta, GA, US
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Job Description

Job Description

Worth AI, a leader in the computer software industry, is looking for a talented and experienced Principal Data Engineer to join their innovative team. At Worth AI, we are on a mission to revolutionize decision-making with the power of artificial intelligence while fostering an environment of collaboration, and adaptability, aiming to make a meaningful impact in the tech landscape.. Our team values include extreme ownership, one team and creating reaving fans both for our employees and customers.

Worth is looking for a Principal Data Engineer to own the company-wide data architecture and platform. Design and scale reliable batch / streaming pipelines, institute data quality and governance, and enable analytics / ML with secure, cost-efficient systems. Partner with engineering, product, analytics, and security to turn business needs into durable data products.

Responsibilities

What you will do :

  • Architecture & Strategy
  • Define end-to-end data architecture (lake / lakehouse / warehouse, batch / streaming, CDC, metadata).
  • Set standards for schemas, contracts, orchestration, storage layers, and semantic / metrics models.
  • Publish roadmaps, ADRs / RFCs, and “north star” target states; guide build vs. buy decisions.
  • Platform & Pipelines
  • Design and build scalable, observable ELT / ETL and event pipelines.
  • Establish ingestion patterns (CDC, file, API, message bus) and schema-evolution policies.
  • Provide self-service tooling for analysts / scientists (dbt, notebooks, catalogs, feature stores).
  • Ensure workflow reliability (idempotency, retries, backfills, SLAs).
  • Data Quality & Governance
  • Define dataset SLAs / SLOs, freshness, lineage, and data certification tiers.
  • Enforce contracts and validation tests; deploy anomaly detection and incident runbooks.
  • Partner with governance on cataloging, PII handling, retention, and access policies.
  • Reliability, Performance & Cost
  • Lead capacity planning, partitioning / clustering, and query optimization.
  • Introduce SRE-style practices for data (error budgets, postmortems).
  • Drive FinOps for storage / compute; monitor and reduce cost per TB / query / job.
  • Security & Compliance
  • Implement encryption, tokenization, and row / column-level security; manage secrets and audits.
  • Align with SOC 2 and privacy regulations (e.g., GDPR / CCPA; HIPAA if applicable).
  • ML & Analytics Enablement
  • Deliver versioned, documented datasets / features for BI and ML.
  • Operationalize training / serving data flows, drift signals, and feature-store governance.
  • Build and maintain the semantic layer and metrics consistency for experimentation / BI.
  • Leadership & Collaboration
  • Provide technical leadership across squads; mentor senior / staff engineers.
  • Run design reviews and drive consensus on complex trade-offs.
  • Translate business goals into data products with product / analytics leaders.

Requirements

  • 10+ years in data engineering (including 3+ years as staff / principal or equivalent scope).
  • Proven leadership of company-wide data architecture and platform initiatives.
  • Deep experience with at least one cloud (AWS) and a modern warehouse or lakehouse (e.g., Snowflake, Redshift, Databricks).
  • Strong SQL and one programming language (Python or Scala / Java).
  • Orchestration (Airflow / Dagster / Prefect), transformations (dbt or equivalent), and streaming (Kafka / Kinesis / PubSub).
  • Data modeling (3NF, star, data vault) and semantic / metrics layers.
  • Data quality testing, lineage, and observability in production environments.
  • Security best practices : RBAC / ABAC, encryption, key management, auditability.
  • Nice to Have

  • Feature stores and ML data ops; experimentation frameworks.
  • Cost optimization at scale; multi-tenant architectures.
  • Governance tools (DataHub / Collibra / Alation), OpenLineage, and testing frameworks (Great Expectations / Deequ).
  • Compliance exposure (SOC 2, GDPR / CCPA; HIPAA / PCI where relevant).
  • Model features sourced from complex 3rd-party data (KYB / KYC, credit bureaus, fraud detection APIs)
  • Benefits

  • Health Care Plan (Medical, Dental & Vision)
  • Retirement Plan (401k, IRA)
  • Life Insurance
  • Unlimited Paid Time Off
  • 9 paid Holidays
  • Family Leave
  • Work From Home
  • Free Food & Snacks (Access to Industrious Co-working Membership!)
  • Wellness Resources
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