BigBear.ai, Inc.

Data Engineer

BigBear.ai, Inc.$120K — $140K *
Information Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Active Top Secret security clearance required
  • Bachelor's degree with 8-10 years or Master's degree with 6-8 years of experience
  • 3-5 years of experience in building production-grade data ingestion and transformation pipelines
  • Strong experience with API integrations and ETL/ELT in complex environments
  • Experience integrating legacy systems with inconsistent data quality
  • Proficiency in Python or Java for data services
  • Solid SQL skills and familiarity with NoSQL data stores
  • Hands-on experience with Kafka or similar event streaming platforms

Responsibilities

  • Build source adapters/connectors for data ingestion
  • Develop normalization and mapping logic for risk-signal translation
  • Implement robust ETL/ELT pipelines with validation and error handling
  • Produce and consume streaming events to support real-time processing
  • Collaborate with data architecture and domain SMEs on data contracts
  • Ensure data quality through deduplication and schema evolution
  • Optimize pipeline performance and reliability
  • Create and maintain technical documentation for data processes

Benefits

  • Remote work flexibility with occasional travel in the DMV area
  • Engagement with cutting-edge data integration technologies
  • Opportunity to work with diverse data sources and complex systems
  • Chance to enhance skills in high-stakes data environments
  • Collaboration with cross-functional teams across the organization
Full Job Description
Residency

All applicants must currently reside in the United States

Overview

The Data Engineer builds and maintains the source adapters and normalization logic that translate raw data from disparate systems into a common risk-signal schema. This role focuses on reliable ingestion and transformation-turning heterogeneous legacy inputs (APIs, feeds, databases, files, and event streams) into consistent, high-quality signals that downstream scoring and adjudication workflows can trust.

This position is remote but will require travel in the DMV area.

What you will do

  • Build source adapters/connectors to ingest data from APIs, legacy systems, databases, and event streams
  • Develop normalization and mapping logic to translate source-specific fields into the common risk-signal schema (including validation, enrichment, and standardization)
  • Implement ETL/ELT pipelines with strong engineering rigor: testing, observability, error handling, retries, and backfills
  • Produce and consume streaming events (e.g., Kafka topics) to support near-real-time signal delivery and downstream processing
  • Partner with data architecture and domain SMEs to define and maintain data contracts, mappings, and lineage from source to normalized signal
  • Ensure data quality and consistency (deduplication patterns, schema evolution handling, and reconciliation against source systems)
  • Optimize pipeline performance and reliability (throughput, latency, and scalable processing patterns)
  • Create and maintain technical documentation for adapters, transformations, and operational runbooks
  • Some travel may be required within the DMV area

What you need to have

  • Clearance: Must maintain an active Top Secret security clearance
  • Bachelor's Degree and 8 to 10 years of experience; Master's Degree and 6 to 8 years of experience
  • 3-5 years of experience in data engineering, including building production-grade ingestion and transformation pipelines.
  • Strong experience with API integrations and ETL/ELT development in complex environments.
  • Experience integrating heterogeneous and/or legacy systems with inconsistent schemas and data quality.
  • Proficiency in Python or Java for building data services and transformation logic.
  • Solid SQL skills and working familiarity with NoSQL data stores.
  • Experience with REST/API frameworks and building maintainable, well-tested integration services.
  • Hands-on experience producing/consuming events in Kafka (producers/consumers) or an equivalent event streaming platform
  • IC/DoD experience

What we'd like you to have

Tools & Technical Environment (Preferred/Used)
  • Python or Java
  • REST/API frameworks
  • Kafka producers/consumers
  • SQL and NoSQL databases

Key Behavioral Competencies
  • Engineering discipline: writes maintainable, testable code and builds robust pipelines that handle edge cases.
  • Curiosity and persistence: digs into messy source data and drives it to consistent outcomes.
  • Collaboration: works effectively across data architecture, scoring/analytics, and application teams.
  • Operational mindset: builds pipelines that are observable, debuggable, and supportable in production.

Pay transparency

Please note the targeted compensation range is provided as an estimate, and any actual compensation offer may vary depending on the needs of the company, or an applicant's skillset, competencies, experience, education, certifications, location, or other factors. The estimated range does not include the value of any benefits offered.

About BigBear.ai, Inc.

BigBear.ai is a leading provider of artificial intelligence and machine learning solutions that enable businesses to make better decisions by automating and augmenting their data analysis capabilities. The company's platform leverages advanced algorithms and data analytics tools to help organizations extract insights from large and complex data sets, and to develop predictive models that can be used to optimize business processes and improve operational efficiency. BigBear.ai's solutions are used by a wide range of industries, including defense, intelligence, finance, healthcare, and energy.
Learn more about BigBear.ai, Inc.
Size
200 employees
Market Cap
$90.6 million
Industry

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