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AI​/Data Engineer

Job in Birmingham, Jefferson County, Alabama, 35275, USA
Listing for: Guidehouse
Full Time position
Listed on 2026-05-30
Job specializations:
  • IT/Tech
    AI Engineer, Machine Learning/ ML Engineer, Data Scientist
Salary/Wage Range or Industry Benchmark: 60000 - 80000 USD Yearly USD 60000.00 80000.00 YEAR
Job Description & How to Apply Below

Job Description:

  • Design, build, and deploy AI-enabled applications that support real operational workflows and decision-making for DoW, federal, and enterprise environments.
  • Develop application logic that integrates AI models, APIs, data pipelines, user interfaces, and enterprise systems.
  • Implement retrieval-augmented generation, semantic search, embeddings, vector databases, prompt strategies, and agent-based workflows where appropriate.
  • Integrate structured and unstructured enterprise data sources into AI-enabled applications.
  • Build orchestration workflows that connect foundation models, machine learning services, tools, APIs, and secure enterprise environments.
  • Develop evaluation frameworks to measure AI output quality, grounding, accuracy, traceability, and failure modes.
  • Implement guardrails, validation checks, fallback logic, and human-in-the-loop review points to support reliable AI behavior.
  • Support training, tuning, evaluation, and validation of AI or machine learning models using enterprise data while ensuring outputs remain defensible, explainable, and aligned to approved methodologies.
  • Develop secure APIs, backend services, dashboards, visualizations, and integration components for AI-enabled analytic tools and decision-support platforms.
  • Implement monitoring, logging, observability, model performance tracking, and cost controls for AI systems in operation.
  • Advise on model transparency, explainability, auditability, data governance, information assurance, and access controls required for secure DoW and federal deployment.
  • Collaborate with functional SMEs to translate business needs, mission requirements, workflow requirements, review expectations, and operational constraints into technical requirements.
  • Contribute reusable AI components, accelerators, reference architectures, and delivery patterns for future enterprise and federal AI implementations.
  • Support demonstrations, pilots, proofs of value, testing, deployment readiness, and user acceptance activities with internal and client stakeholders.
Requirements:
  • US Citizenship Required
  • An ACTIVE and MAINTAINED "SECRET" Federal or DoD security clearance.
  • Bachelor's degree obtained or equivalent practical experience.
  • Experience designing, building, or deploying AI-enabled applications, analytic tools, decision-support systems, or machine learning solutions.
  • Strong software engineering fundamentals, including APIs, backend services, data pipelines, system integration, and production deployment practices.
  • Applied experience with machine learning, generative AI, large language models, retrieval-augmented generation, embeddings, vector databases, semantic search, or prompt engineering.
  • Experience deploying applications or analytic services in cloud or enterprise environments using CI/CD, version control, testing, and secure development practices.
Benefits:
  • Medical, Rx, Dental & Vision Insurance
  • Personal and Family Sick Time & Company Paid Holidays
  • Position may be eligible for a discretionary variable incentive bonus
  • Parental Leave and Adoption Assistance
  • 401(k) Retirement Plan
  • Basic Life & Supplemental Life
  • Health Savings Account, Dental/Vision & Dependent Care Flexible Spending Accounts
  • Short-Term & Long-Term Disability
  • Student Loan Pay Down
  • Tuition Reimbursement, Personal Development & Learning Opportunities
  • Skills Development & Certifications
  • Employee Referral Program
  • Corporate Sponsored Events & Community Outreach
  • Emergency Back-Up Childcare Program
  • Mobility Stipend
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