Booz Allen Hamilton-posted 2 days ago
Full-time • Mid Level
Mclean, VA
1-10 employees

Artificial Intelligence/Machine Learning Engineer The Opportunity: As an experienced engineer, you know that machine learning is critical to understanding and processing massive datasets. Your ability to conduct statistical analyses on business processes using ML techniques makes you an integral part of delivering a customer-focused solution. We need your technical knowledge and desire to problem-solve to support intelligence clients. As an AI engineer on our national security team, you’ll train, test, deploy, and maintain models that learn from data. In this role, you’ll design and build robust knowledge frameworks enabling AI systems to dynamically interact with structured and unstructured data, facilitating real-time insights and decision-making support. Leverage knowledge of the design and implementation of base architectures, data modeling for AI agents, Memory and State Management, and construction of RAG Pipeline Design to facilitate multi-modal data integration, partnering closely with data engineers on data pipeline coordination. Lead performance optimization of retrieval processes for use cases and define rigorous data quality and curation standards. Collaborate with AI teams and maintain thorough documentation of data architecture. Ensure compliance with data privacy standards, anonymization protocols, and ethical guidelines. Join us. The world can’t wait.

  • Train, test, deploy, and maintain models that learn from data
  • Design and build robust knowledge frameworks enabling AI systems to dynamically interact with structured and unstructured data, facilitating real-time insights and decision-making support
  • Leverage knowledge of the design and implementation of base architectures, data modeling for AI agents, Memory and State Management, and construction of RAG Pipeline Design to facilitate multi-modal data integration, partnering closely with data engineers on data pipeline coordination
  • Lead performance optimization of retrieval processes for use cases and define rigorous data quality and curation standards
  • Collaborate with AI teams and maintain thorough documentation of data architecture
  • Ensure compliance with data privacy standards, anonymization protocols, and ethical guidelines
  • 8+ years of experience in data, solution architecture, or engineering
  • 3+ years of experience with AI, ML, or knowledge-based systems
  • Experience in knowledge management, semantic search, and information retrieval
  • Experience designing knowledge graphs, ontologies, and semantic frameworks, including RDF, OWL, or Neo4j
  • Experience with vector databases, such as Azure AI Search, PostgreSQL PgVector, Pinecone, Weaviate, or FAISS, and graph databases such as Neo4j or AWS Neptune
  • Experience in ETL processes, data integration, and scripting, including Python, SQL, or API-driven architectures
  • Experience in data governance, curation processes, and quality assurance practices within regulated health environments
  • Knowledge of NLP methods and libraries, including spaCy, NLTK, or Hugging Face Transformers
  • TS/SCI clearance with a polygraph
  • Bachelor’s degree
  • Experience in analytics to abstract complex data into structured, actionable models
  • Experience in data-centric AI or ML projects within the intelligence community
  • Experience designing APIs, microservices architecture, including FastAPI or Flask, and caching mechanisms such as Redis
  • Knowledge of cloud-based AI data platforms, including AWS Kendra, AWS Bedrock, Azure Cognitive Search, or GCP Vertex AI
  • Knowledge of data ethics, privacy standards, and security protocols
  • Ability to adopt and implement emerging AI technologies such as LlamaIndex or advanced memory architectures
  • Possession of excellent communication skills, including facilitating collaboration between technical teams, public health experts, and stakeholders
  • health
  • life
  • disability
  • financial
  • retirement benefits
  • paid leave
  • professional development
  • tuition assistance
  • work-life programs
  • dependent care
  • recognition awards program
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