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Peraton

Runs and secures technology for federal agencies

Artificial Intelligence & Machine Learning - Advisor

Implementation & Technical Account ManagementConfirmed live in the last 24 hours
Full-timeUnited StatesIn-person

About the Job

Requirements

  • At least 8 years of experience with a bachelor's degree, at least 6 years with a master's degree, or at least 3 years with a PhD.
  • Deep hands-on expertise with large language model architectures and agentic AI systems, including fine-tuning with LoRA/PEFT, retrieval-augmented generation, prompt engineering, tool use/MCP, and multi-agent orchestration.
  • Demonstrated experience designing integration architectures for third-party AI tools inside a customer's secure enclave, including tenant isolation, identity federation, and audit routing.
  • Working experience with Snowflake and/or Databricks, including Unity Catalog, MLflow, and Delta Lake, plus strong SQL and Python skills.
  • Experience deploying AI/ML workloads on AWS, including VPC, IAM, KMS, S3, ECS/EKS, RDS, and Bedrock or equivalent.
  • Solid LLMOps/MLOps practice, including versioning, evaluation harnesses, deployment automation, monitoring, and governance.
  • Familiarity with PHI/PII handling and access-controlled data storage.
  • Strong written and verbal communication skills and ability to present architectures to CMS technical and non-technical stakeholders.
  • U.S. citizenship and ability to obtain and maintain a Public Trust clearance.

Responsibilities

  • Serve as the senior technical authority on the CMS Fraud Prevention Services team, owning integration architecture for onboarding three external agentic AI vendors into vendor-isolated enclaves within the FPS ATO boundary.
  • Develop AI solutions using Peraton tools to detect fraud, waste, and abuse.
  • Design integration architecture for onboarding third-party agentic AI tools into vendor-isolated DISM enclaves inside the FPS ATO boundary.
  • Author a common data package specification covering schema, sampling strategy, PHI/PII handling, refresh cadence, and packaging for evaluated vendors.
  • Define per-vendor integration patterns for data access, identity federation, audit-log routing, and tenant isolation.
  • Provide hands-on large language model and agentic AI expertise—including retrieval-augmented generation, fine-tuning, tool use/MCP, multi-agent orchestration, and LLMOps—to internal Peraton teams and CMS technical stakeholders.
  • Ensure architectural designs include security, quality, PHI/PII, and governance controls appropriate to the FPS environment.

Desired Qualifications

  • Databricks E2 experience, including Unity Catalog, Feature Store, MLflow registry, and REST API integration.
  • Experience with agentic frameworks such as Strands Agents, LangGraph, LlamaIndex, or CrewAI.
  • Prior CMS or federal health environment experience, including FPS, IDR, or One PI.
  • Knowledge of Medicare/Medicaid claims, NCD policy, and fraud, waste, and abuse/program-integrity use cases.
  • Experience with Terraform/IaC, Argo CD, and Helm for deploying platform components into AWS/EKS.
  • Experience with vector databases, hybrid retrieval, graph retrieval, or long-context optimization.
  • Experience using Confluence/JIRA in a SAFe Agile environment.

About the Company

Peraton

Runs and secures technology for federal agencies

Peraton builds and runs secure technology for American defense, intelligence, space, and civilian agencies, from military networks to satellite ground stations. In 2025, the Federal Aviation Administration chose it to manage the overhaul of the nation's air traffic control system, replacing copper wiring with fiber and upgrading radar and radios. Its engineers, many holding security clearances, run and defend agency networks and data centers, write mission software, and operate space and communications systems, and agencies pay for this work through multiyear contracts. Peraton was formed in 2017, when private-equity firm Veritas Capital bought Harris Corporation's government IT business, and is based in Reston, Virginia.

Company size
10,001+
Company stage
Grant
Total funding
$60M
Headquarters
Reston, VA
Founded
2017

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