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Swingtech

Government-focused IT, cybersecurity, and management services

AI/ML Engineer

AI Application EngineeringUpdated on Nov 13
Full-timeWashington, DC, USANo salary listed

About the Job

Requirements

  • A bachelor's degree in computer science, data science, software engineering, information systems, mathematics, statistics, or another relevant technical discipline is required.
  • At least three years of overall relevant experience, including at least two years in AI/ML implementation, natural language processing, data science, generative AI, or AI-enabled software development.
  • Experience with Python, SQL, REST APIs, Git, automated testing, and software-development practices is required.
  • Experience or demonstrated proficiency with one or more of the following is required: machine-learning frameworks, large language model APIs, retrieval-augmented generation, embeddings, vector search, natural language processing, document intelligence, data pipelines, or model evaluation.
  • Familiarity with AWS, Azure, Google Cloud, or comparable cloud-development environments is required.
  • Ability to work effectively in a multidisciplinary agile team and communicate technical information clearly is required.
  • Must be willing to work three days onsite at the customer site in Washington, DC.

Responsibilities

  • Develop AI/ML-enabled applications, APIs, data-processing components, model integration layers, retrieval-augmented generation pipelines, retrieval services, workflow automations, and technical prototypes.
  • Support model development, fine-tuning, prompt and context engineering, evaluation, version control, release management, and production monitoring.
  • Build retrieval-augmented generation capabilities using approved document ingestion, parsing, metadata extraction, chunking, embeddings, vector indexing, hybrid retrieval, reranking, citation validation, and knowledge-base refresh processes.
  • Implement agentic and workflow-automation features, including approved MCP server or tool integrations, schema validation, controlled tool calls, audit logging, human-approval checkpoints, and safe failure handling.
  • Develop robust code in Python, SQL, and other required languages using secure software-development practices.
  • Create automated unit, integration, regression, data-quality, model-evaluation, and performance tests.
  • Support AI evaluation for model accuracy, relevance, hallucination, grounding, bias and fairness, explainability, safety, security, and user acceptance.
  • Participate in CI/CD, DevSecOps, MLOps, code-review, security-scanning, documentation, and source-control processes.
  • Prepare technical documentation, runbooks, test evidence, release notes, model documentation, and configuration records.
  • Support privacy, security, Responsible AI, accessibility, and ATO evidence-development activities.
  • Support operational monitoring, incident response, defect triage, corrective actions, and knowledge transfer.
  • Participate in agile ceremonies, demonstrations, backlog refinement, sprint planning, and retrospective improvement activities.

Desired Qualifications

  • Experience with LangChain, LangGraph, LlamaIndex, Semantic Kernel, Hugging Face, MLflow, vector databases, containerization, or Kubernetes.
  • Familiarity with Federal cybersecurity, accessibility, privacy, Responsible AI, FedRAMP, FISMA, NIST, or ATO practices.
  • Experience supporting Government, public-sector, health, benefits, grants, inspections, case management, document-processing, or knowledge-management systems.

About the Company

Swingtech

Government-focused IT, cybersecurity, and management services

Swingtech provides management and technology services to government and commercial clients, with a focus on the public sector. Its offerings include program management, IT services, cybersecurity, and financial consulting, and it earns revenue by securing contracts, especially with government agencies. The company uses the SBA 8(a) Business Development Program to win sole-source government contracts up to $4 million, helping it access certain opportunities. Its distinguishing factors are that it is woman-owned, leverages the 8(a) program, and combines a broad mix of services for a public-sector audience, aiming to deliver end-to-end improvements for clients.

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