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AI/ML Security Integration Engineer

Annapolis Junction, MD, US • Posted 60+ days ago • Updated 16 hours ago

Full Time

On-site

Fitment

Dice Job Match Score™

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Job Details

Skills

System Documentation
Documentation
Enterprise Search
Continuous Improvement
Open Source
DoD
Sonnet
SSP
Knowledge Base
Standard Operating Procedure
Mapping
NIST SP 800 Series
Security Clearance
Large Language Models (LLMs)
Generative Artificial Intelligence (AI)
Vector Databases
Semantic Search
Python
Workflow
Prompt Engineering
Cloud Computing
Cyber Security
Software Development
Adobe AIR
ISO 9000
Management
Regulatory Compliance
Use Cases
Security Controls
Natural Language Processing
Technical Writing
Evaluation
Amazon Web Services
Machine Learning (ML)
Microsoft Azure
TensorFlow
Machine Learning Operations (ML Ops)
Supply Chain Management
Predictive Analytics
LinkedIn
Artificial Intelligence

Summary

Overview

BigBear.ai is seeking an AI/ML Security Integration Engineer with an active TS/SCI clearance with a Poly, to configuring, fine-tuning, and maintaining an ATO Automation Platform's Large Language Model (LLM) capabilities for secure operation within customer environments. This role ensures the AI components of the compliance automation platform function effectively while meeting stringent security requirements for federal deployments, including classified and air-gapped networks. This position will be based out of our Columbia, MD office but will support multiple customers in the Baltimore/Washington corridor and beyond.

What you will do

Configure and optimize the ATO Automation Platform's LLM backends (e.g. GPT-4, Claude Sonnet, Llama) based on customer security requirements and deployment constraints

Implement and maintain the Retrieval-Augmented Generation (RAG) architecture that powers the ATO Automation Platform's automated compliance documentation

Develop and manage customer-specific knowledge bases incorporating organizational policies, security guides, and system documentation for AI processing

Fine-tune LLM parameters and prompt engineering to ensure outputs match organization-specific documentation standards and terminology

Implement secure data handling procedures for AI processing of potentially sensitive system configurations and security information

Configure vector databases and enterprise search technologies that support the ATO Automation Platform's compliance knowledge graph

Monitor AI model performance and accuracy of generated compliance artifacts, implementing continuous improvement processes

Deploy approved LLM models in restricted environments including air-gapped networks and classified systems

Deploy and configure open-source Llama model in air-gapped DoD environment for processing IL5 system configurations

Fine-tune Claude Sonnet prompts to generate control implementation descriptions matching agency-specific SSP format requirements

Build custom RAG knowledge base incorporating customer's 500+ security policies and standard operating procedures

Implement data sanitization pipelines to redact classified markings before AI processing

Optimize vector embedding strategies to improve the ATO Automation Platform's accuracy in mapping code configurations to NIST 800-171 controls

What you need to have

Bachelor's Degree with a Technical concentration with at least 10 years of professional experience
TS/SCI with an active Poly clearance
Strong experience with Large Language Models and generative AI technologies (GPT-4, Claude, Llama)

Proficiency in implementing Retrieval-Augmented Generation (RAG) architectures

Experience with vector databases and semantic search technologies

Programming proficiency in Python for AI/ML workflows and automation

Understanding of prompt engineering and LLM fine-tuning techniques

Knowledge of secure AI/ML deployment practices and data handling

Experience with cloud-based AI services (AWS Bedrock, Azure OpenAI) and their government cloud implementations
Understanding of cybersecurity principles and secure software development

What we'd like you to have

Experience deploying AI/ML models in classified or air-gapped environments

Knowledge of AI governance frameworks and ISO 42001 (AI management systems)

Familiarity with compliance automation use cases and security control frameworks

Experience with natural language processing (NLP) for technical documentation

Understanding of model evaluation metrics and AI accuracy assessment

Background in federal AI adoption requirements and responsible AI principles

Certifications: AWS Machine Learning Specialty, Azure AI Engineer, TensorFlow Developer

Experience with containerized AI deployments and MLOps practices

About BigBear.ai

BigBear.ai is a leading provider of AI-powered decision intelligence solutions for national security, supply chain management, and digital identity. Customers and partners rely on Bigbear.ai's predictive analytics capabilities in highly complex, distributed, mission-based operating environments. Headquartered in McLean, Virginia, BigBear.ai is a public company traded on the NYSE under the symbol BBAI. For more information, visit and follow BigBear.ai on LinkedIn: @BigBear.ai and X: @BigBearai.

BigBear.ai is an Equal opportunity employer all protected groups, including protected veterans and individuals with disabilities.

Employers have access to artificial intelligence language tools (“AI”) that help generate and enhance job descriptions and AI may have been used to create this description. The position description has been reviewed for accuracy and Dice believes it to correctly reflect the job opportunity.

Dice Id: RTX195e4b
Position Id: 4291
Posted 30+ days ago

Company Info

About BigBear.ai

BigBear.ai is a leading provider of mission-ready AI solutions and services for defense, national security, and critical infrastructure. Customers and partners rely on BigBear.ai’s artificial intelligence and predictive analytics capabilities in highly complex, distributed, mission-based operating environments. Headquartered in McLean, Virginia, BigBear.ai is a public company traded on the NYSE under the symbol BBAI. For more information, visit https://bigbear.ai.

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AI/ML Security Integration Engineer

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About BigBear.ai

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