AI/Data Engineer

🕒 May 21

🏈 Alabama, Colorado, +2 more states – Remote

🏈 Alabama – Remote ⛰️ Colorado – Remote 🌽 Illinois – Remote ⚔️ Virginia – Remote

💵 $106k - $176k / year

⏰ Full Time

🟡 Mid-level

🟠 Senior

🚰 Data Engineer

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Guidehouse

WebsiteLinkedInAll Job Openings

10,000+ employees

Founded 2018

💰 Grant on 2023-02

Consulting • Digital Services • Public Sector

Guidehouse is a global consultancy offering advisory, digital, and managed services across commercial and public sectors. It is purpose-built to support industries such as national security, financial services, healthcare, energy, and infrastructure. Guidehouse collaborates with leaders to navigate complexity and drives transformational changes that impact the future. Their expertise spans data analytics, digital technologies, risk management, and more, with a strong emphasis on sustainability and innovation.

📋 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 PayDown • Tuition Reimbursement, Personal Development & Learning Opportunities • Skills Development & Certifications • Employee Referral Program • Corporate Sponsored Events & Community Outreach • Emergency Back-Up Childcare Program • Mobility Stipend