AI/ML Engineer, Senior

The posting, as GRVTY wrote it

What Impact You'll Have

GRVTY is looking for a Senior AI/ML Engineer to support the design, development, and operational deployment of machine learning capabilities applied to sensor data in direct support of national security missions. This is a technically demanding role; we are not looking for someone who has applied pre-built models to standard datasets. We need someone who understands the underlying mechanics of how modern ML architecture work, can make principled decisions about which approaches are appropriate for a given problem, and can implement them correctly from the ground up in a mission context.

The work centers on using AI and ML techniques to detect, classify, and characterize events and phenomena within sensor data; translating complex phenomenology into automated, scalable analytical capabilities. You will work directly with scientists, algorithm engineers, and intelligence analysts to understand the problem space, design the right solution, and deliver operational-prototype code that runs reliably in classified R&D environments. You will also serve as a technical anchor for junior developers on the team, setting standards, reviewing work, and helping others grow.

What You'll be Owning

• Design and implement machine learning models for detection, classification, and characterization of events and signatures within sensor data, with enough architectural depth to select and tune the right approach rather than default to the nearest available framework.
• Develop end-to-end ML workflows: training data preparation, model development, evaluation, optimization, and deployment into operational or near-operational environments.
• Work closely with scientists and domain experts to understand sensor phenomenology, data characteristics, and mission requirements, translating that knowledge into sound ML design decisions.
• Write production quality Python code that is modular, well-documented, testable, and maintainable by others, not just scripts that work in a notebook.
• Evaluate model performance rigorously against operationally meaningful metrics; identify failure modes, characterize edge cases, and iterate systematically.
• Integrate ML capabilities into existing analytical pipelines and software environments; own that integration through to deployment.
• Mentor junior AI/ML developers, review code, establish team-wide standards, identify gaps in understanding, and actively develop the technical capability of those around you.
• Contribute to trade studies and architecture decisions; provide technically grounded recommendations on ML approaches, tooling, and implementation strategies.
• Prepare and deliver technical briefings and written documentation to customer and program stakeholders at a level of clarity that holds up to scrutiny.

What You Must Have

• Active Top Secret Clearance with the ability to obtain SCI and CI Polygraph
• Bachelor's degree in Computer Science, Electrical Engineering, Physics, Mathematics

[…]
Pay Range
$200,000 — $240,000 USD

Why Choose GRVTY

The toughest national security challenges demand vision and ingenuity, not just resources. We deliver mission and technical expertise to outpace our adversaries. We’re purpose-built to tackle the most entrenched, systemic national security issues around the world.

We partner with our customers to help them overcome challenges in every corner of technology and defense—including the ones still being explored. Our growing capabilities create complementary advantages, giving on-the-ground operations the edge they need to succeed. We muster everything we have to answer every challenge presented, every day of our lives.

At GRVTY, we believe that when our employees thrive, our company thrives. That’s why we offer a comprehensive and competitive benefits package designed to support your well-being, growth, and work-life balance.

• Robust health plan including medical, dental, and vision
• Health Savings Account with company contribution
• Annual Paid Time Off and Paid Holidays
• Paid Parental Leave
• 401k with generous company match
• Training and Development Opportunities
• Award Programs
• Variety of Company Sponsored Events

EEO Statement

GRVTY, is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran and will not be discriminated against on the basis of disability.

Anyone requiring reasonable accommodations should email recruiting@grvty.com or call 703-544-7930 with requested details. A member of the HR team will respond to your request within 2 business days.

Know Your Rights: Workplace Discrimination is Illegal (eeoc.gov)

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