Machine Learning - Artificial Intelligence SME - ML, Innovation 05-12-2025 Annapolis Junction, [...] - Erias Ventures, LLC : Job Details

Erias Ventures was founded to serve its customers with an entrepreneurial mindset. We valuecreative problem-solving,open communication, andempowering our employeesto 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 atechnicallystrongandgrowth-orientedcompany focused on bringinginnovative solutionsto the difficult mission problems facing our customers.DescriptionThe 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.

• Architect and oversee the research and development of AI models
• Research and develop scoring and weighting algorithms to perform benchmarking and evaluation on available AI models
• Guide teams in model selection, feature engineering, and performance optimization
• Implement best practices for MLOps, reproducibility, and responsible AI
• Ensure scalability, security, and reliability of AI-powered systems

ClearanceA current Top-Secret/SCI with polygraph security clearance is required. Candidates cannot be sponsored or nominated for a government security clearance under this position.ExperienceFifteen (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.Required skills:

• Proven experience deploying ML models in production environments
• Deep understanding of ML algorithms, deep learning frameworks (e.g., TensorFlow, PyTorch), and cloud platforms (AWS, GCP, or Azure)
• Strong coding skills in Python, Java, or similar languages
• Trained and fine-tuned large language models (LLMs) on domain-specific datasets, leveraging techniques such as prompt engineering, transfer learning, and reinforcement learning from human feedback (RLHF) to optimize model accuracy, coherence, and performance
• Experience in NLP, computer vision, reinforcement learning, or generative AI

Desired skills:

• Background in high-scale consumer or enterprise applications
• Familiarity with data governance, ethical AI practices, and compliance frameworks
• Experience automating tests for LLM evaluation scenarios within CI/CD workflows
• Experience interfacing with cloud APIs and LLMs to enable seamless integration and functionality
• Experience deploying LLMs using frameworks like Hugging Face, PyTorch, and TensorFlow. Understanding of Hardware Security Models (HSMs)
• Strong understanding of Cybersecurity

BenefitsErias 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 $240,000- $265,000.Wealth Benefits:

• Above Market Hourly Pay
• 11% RothorTraditional 401kwith Immediate Vesting and Deposit
• Spot Bonusesfor Assisting with Business Development and Company Growth
• Professional Development Bonusesfor Certificates and Degrees

Health Benefits:

• Company subsidizedMedicalCoverage
• 100%Company PaidVisionandDentalCoverage
• 100%Company PaidLong Term Disability,Short Term Disability, andGroup Life Insurance
• MonthlyWellness Reimbursement

Happiness Benefits:

• Paid Time OffwithFlexible WorkSchedules andBirthday Off
• Amazon Prime MembershipandMonthlyInternetReimbursement
• TechnologyandProductivity Allowancefor Equipment and Supplies
• Morale BuildingandCompany Eventsto Celebrate our Successes and Build our Community
• Onboarding and AnnualSwag
• Company Paid Professional DevelopmentandTraining

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 &InquiriesDo 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$10,000for 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:[email protected] learn more about our company visit ourwebpageorLinkedIn.#J-18808-Ljbffr