AI/ML Software Development
CACI International· Defense· Oct 21, 2026 · 7d ago
Aberdeen Proving Ground, MD, US
In office
Full-time
Staff
$116K–$254K
8+ years exp
Job description
Job Title: AI/ML Software Development
Job Category: Information Technology
Time Type: Full time
Minimum Clearance Required to Start: Secret
Employee Type: Regular
Percentage of Travel Required: Up to 10%
Type of Travel: Local
* * *
CACI is seeking a skilled and experienced AI/ML Subject Matter Expert (SME) to join our dynamic team supporting a Department of Defense (DoD) customer at Aberdeen Proving Ground (APG), Maryland.
This position will work closely with Research & Development (R&D) teams to evaluate, develop, assess, and validate advanced Artificial Intelligence and Machine Learning solutions. The successful candidate will conduct Independent Verification & Validation (IV&V) activities, analyze model performance and effectiveness, and produce technical reports that objectively assess AI/ML capabilities and limitations.
This role is intended for candidates with a strong foundation in mathematics, statistics, machine learning theory, and data science. While familiarity with generative AI technologies is desirable, the primary focus is on understanding, evaluating, and improving AI/ML methodologies rather than AI operations, prompt engineering, or application-level integration alone.
The ideal candidate is intellectually curious, scientifically rigorous, and comfortable diving into internally developed, vendor-provided, and research-partner solutions to understand how they work, assess their strengths and weaknesses, and communicate findings clearly to both technical and non-technical stakeholders.
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Responsibilities
• Collaborate with R&D teams throughout the entire project lifecycle, from concept development and proposal evaluation through implementation, testing, and transition to operational DoD environments.
• Evaluate AI/ML models, architectures, and products using quantitative and scientifically rigorous methodologies.
• Conduct Independent Verification & Validation (IV&V) of AI-enabled systems and assess performance, reliability, robustness, security, explainability, and operational suitability.
• Generate technical reports, white papers, and recommendations regarding model effectiveness, limitations, risks, and opportunities for improvement.
• Work with industry partners through Cooperative Research and Development Agreements (CRADAs) and other collaborative efforts to provide constructive technical feedback on AI/ML products and solutions.
• Partner with academic researchers and industry organizations to guide research efforts toward mission-relevant applications and measurable outcomes.
• Assess emerging AI technologies, algorithms, and research developments for applicability to DoD mission requirements.
• Analyze AI/ML systems for safety, bias, robustness, explainability, and adversarial resilience.
• Collaborate effectively with software engineers, data scientists, researchers, government stakeholders, and external partners.
• Participate in code reviews, architecture discussions, technical evaluations, and experimentation efforts.
• Communicate technical findings and recommendations to leadership, engineering teams, and customers in a clear and objective manner.
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Required Qualifications
• U.S. Citizen with an active Secret security clearance.
• One of the following education and experience combinations:
o Bachelor s degree in Artificial Intelligence, Computer Science, Data Science, Mathematics, Statistics, Applied Mathematics, Operations Research, Computer Engineering, Physics, or a related quantitative discipline and 8 years of relevant experience; OR
o Master s degree in Artificial Intelligence, Machine Learning, Data Science, Statistics, Applied Mathematics, Computer Science, or a related quantitative field and 6 years of relevant experience; OR
o PhD in Artificial Intelligence, Machine Learning, Data Science, Statistics, Applications
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What You Can Expect:
A culture of integrity.
At CACI, we place character and innovation at the center of everything we do. As a valued team member, you’ll be part of a high-performing group dedicated to our customer’s missions and driven by a higher purpose – to ensure the safety of our nation.
An environment of trust.
CACI values the unique contributions that every employee brings to our company and our customers - every day. You’ll have the autonomy to take the time you need through a unique flexible time off benefit and have access to robust learning resources to make your ambitions a reality.
A focus on continuous growth.
Together, we will advance our nation s most critical missions, build on our lengthy track record of business success, and find opportunities to break new ground — in your career and in our legacy.
Pay Range :
There are a host of factors that can influence final salary including, but not limited to, geographic location, Federal Government contract labor categories and contract wage rates, relevant prior work experience, specific skills and competencies, education, and certifications. Our employees value the flexibility at CACI that allows them to balance quality work and their personal lives. We offer competitive compensation, benefits and learning and development opportunities. Our broad and competitive mix of benefits options is designed to support and protect employees and their families. At CACI, you will receive comprehensive benefits such as; healthcare, wellness, financial, retirement, family support, continuing education, and time off benefits.
The proposed salary range for this position is:
$115,600 - 254,200 USD
CACI is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, pregnancy, sexual orientation, age, national origin, disability, status as a protected veteran, or any other protected characteristic.
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aimlmachine learning
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