Full-Time

Generative AI and ML Engineer – Lead

Posted on 10/17/2024

Booz Allen

Booz Allen

Global consulting in strategy and technology

Data & Analytics
Consulting
Government & Public Sector
Cybersecurity
Defense

Compensation Overview

$125.6k - $285kAnnually

Senior, Expert

Washington, DC, USA + 1 more

More locations: Bethesda, MD, USA

Hybrid position requiring periodic work from Booz Allen or client site facility.

Category
Applied Machine Learning
Natural Language Processing (NLP)
AI & Machine Learning
Required Skills
Agile
Data Science
LangChain
Development Operations (DevOps)
Requirements
  • 7+ years of experience within ML, Data Science, Software, or Full Stack Engineering, including in an individual contributor, manager, or advisor role
  • 3+ years of experience operationalizing ML applications
  • Experience with Generative AI, including transformers or LLM project work
  • Experience architecting agentic workflows and multi-agent systems with LLMs
  • Experience managing or leading high-performing Agile teams
  • Ability to become competent in branches of ML
  • Ability to distill complex technical concepts into easily understood summaries consumable by business leaders with a non-technical background
  • Ability to obtain and maintain a Public Trust or Suitability/Fitness determination based on client requirements
  • Bachelor’s degree
  • 2+ years of experience applying large language and generative AI models, including transformers and GPT models
  • Experience with frameworks, including Huggingface, LangChain, or GPT
  • Experience finetuning LLMs
  • Experience with API design, Containerization, and DevOps
  • Experience with methods for testing, evaluating, and governing ML models
  • Experience with Human In The Loop (HITL) systems
  • Experience with ML explainability metrics and responsible AI
  • Experience with ML model life cycle processes and tools
  • Knowledge of the considerations necessary for deploying ML models to compute-constrained hardware
Responsibilities
  • Help develop core technical capabilities that can lead to large impact across strategic clients and their customers
  • Drive the adoption of GenAI solutions that address various mission needs
  • Share knowledge with a large community of ML engineers across the firm
  • Collaborate with data engineers, data scientists, solutions architects, systems engineers, and product owners to deliver world-class solutions
  • Guide internal strategy and clients as they navigate the landscape of GenAI models, tools, and frameworks
  • Define ML strategies for federal clients

Booz Allen Hamilton provides consulting services focused on strategy, technology, and engineering. The firm works with a variety of clients, including government agencies, corporations, and non-profits, primarily in the defense, intelligence, and civil sectors. Their services help clients tackle complex technical and strategic issues, utilizing their expertise in areas like cybersecurity, data analytics, and digital transformation. Booz Allen's business model includes long-term contracts and project-based work, allowing them to generate revenue while delivering tailored solutions. What sets Booz Allen apart from competitors is their deep industry knowledge combined with advanced technological capabilities, which enables them to effectively address modern challenges. The company's goal is to help clients optimize their operations and navigate threats while fostering an inclusive and collaborative work environment.

Company Stage

IPO

Total Funding

$34.6M

Headquarters

McLean, Virginia

Founded

1914

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Simplify's Take

What believers are saying

  • Strategic investment in Second Front Systems enhances secure software deployment capabilities.
  • Collaboration with L3Harris expands Booz Allen's defense sector capabilities.
  • Recognition as a top employer for veterans boosts reputation and talent acquisition.

What critics are saying

  • Increased competition from emerging AI companies like Synthetaic.
  • Rapid scaling of emerging technologies may not align with Booz Allen's core competencies.
  • Complexity in developing advanced defense systems with L3Harris may pose challenges.

What makes Booz Allen unique

  • Booz Allen excels in cybersecurity, data analytics, and digital transformation services.
  • The firm has a strong presence in defense, intelligence, and civil sectors.
  • Booz Allen's inclusive work environment fosters innovation and collaboration.

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Benefits

Health Insurance

Life Insurance

Disability Insurance

401(k) Retirement Plan

Paid Vacation

Professional Development Budget

Remote Work Options

Flexible Work Hours

INACTIVE