Demo

Machine Learning - AI Subject Matter Expert - Generative AI, Adversarial ML

Erias Ventures
Annapolis, MD Full Time
POSTED ON 2/12/2025
AVAILABLE BEFORE 5/2/2025

Erias Ventures was founded to serve its customers with an entrepreneurial mindset. We value creative problem-solving , open communication , and empowering our employees to make decisions and put forth new ideas.

Our staff includes technical experts working across multiple disciplines, bringing diverse perspectives to every project. We are seeking engineers who wish to grow their careers and want to become part of a technically strong and growth-oriented company focused on bringing innovative solutions to the difficult mission problems facing our customers.

Description

The AI SME produces high quality, professional, and innovative solutions to complex and technologically- advanced AI problems. The ideal candidate is recognized as an AI expert by peers and customers while working on the forefront of new AI technologies. The AI SME will assist the contractor technical lead and customer in the development and maintenance of the SDK for AI Security & Risk Metrics. The candidate will perform in a leadership function for the AI Security Center to research, develop, build, test, deploy, and document cutting edge tools for robust security testing and monitoring of AI systems for the IC, DOD, NSS owners, and the Defense Industrial Base.

Clearance

A current Top-Secret / SCI with polygraph security clearance is required. Candidates cannot be sponsored or nominated for a government security clearance under this position.

Experience

Fifteen (15) years' experience and a Bachelor's degree in Engineering, Computer Science, or Science, Technology, Engineering, or Mathematics (STEM) or thirteen (13) years' and a Master's degree or ten (10) years' and a PhD.

Desired skills :
  • Counter AI
  • Collection
  • Reverse Engineering
  • Large Language Models (LLMs)
  • Generative AI
  • Prompt Engineering
  • AI "Chat bots"
  • Adversarial Machine Learning
  • Knowledge of AI security frameworks, Agile
  • Certificate in AI or Machine learning
  • Python
  • Java
  • Kotlin
  • Julia
  • JavaScript
  • C / C
  • Golang
  • Rust
  • Bash
  • Kubernetes
  • ArgoCD
  • HashiCorp Vault
  • Use of Hardware Security Models (HSMs)
  • Encryption and Decryption
  • Key management and generation
  • Integration of Credentials management Systems
  • Transport Layer Security (TLS)
  • Secure Software Development Framework (SSDF)
  • Scikit-learn
  • Pytorch and / or Tensorflow
  • Adversarial-rebustness-toolbox (ART)
  • LLM Repositories e.g. HuggingFace
  • Benefits

    Erias Ventures provides a complete package of wealth, health, and happiness benefits. The expected salary range for this position, depending on education and years of experience is $235,000 - $255,000.

    Wealth Benefits :

    • Above Market Hourly Pay
    • 11% Roth or Traditional 401k with Immediate Vesting and Deposit
    • Spot Bonuses for Assisting with Business Development and Company Growth
    • Professional Development Bonuses for Certificates and Degrees
    • Health Benefits :

    • Company subsidized Medical Coverage
    • 100% Company Paid Vision and Dental Coverage
    • 100% Company Paid Long Term Disability , Short Term Disability , and Group Life Insurance
    • Monthly Wellness Reimbursement
    • Happiness Benefits :

    • Paid Time Off with Flexible Work Schedules and Birthday Off
    • Amazon Prime Membership andMonthly Internet Reimbursement
    • Technology and Productivity Allowance for Equipment and Supplies
    • Morale Building and Company Events to Celebrate our Successes and Build our Community
    • Onboarding and Annual Swag
    • Company Paid Professional Development and Training
    • At Erias Ventures, we are dedicated to fostering a diverse and inclusive workplace. As an equal opportunity employer, we ensure that all qualified applicants are considered for employment based on merit, without discrimination. We welcome individuals regardless of race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability, age, or veteran status.

      Referrals & Inquiries

      Do you know a cleared professional seeking to advance their career? Interested in earning some extra cash? If so, refer them to us with their name and contact details, and you could be eligible for a referral bonus of up to $10,000 for each successful hire.

      Not seeing the right position right now? Reach out to us, and we'll notify you as new contracts and opportunities become available!

      Please send referrals and inquiries to :

      jobs@eriasventures.com

      To learn more about our company visit our webpage or LinkedIn .

    Salary : $235,000 - $255,000

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