The Opportunity:
CACI is seeking a skilled AI/ML Subject Matter Expert (SME) to support an enterprise User Experience Management (UXM) initiative focused on transforming IT telemetry into predictive operational intelligence. This role designs and implements machine learning models within the Data Integration Platform (DIP) to enable anomaly detection, root cause analysis, service health prediction, and automated decision support across Air Force digital environments.
The SME will work closely with data engineers, analysts, platform architects, cybersecurity teams, and IT operators to operationalize AI-driven insights for proactive enterprise IT management.
Responsibilities:
- Design and deploy ML models for UXM use cases (anomaly detection, performance forecasting, experience scoring, root cause analysis)
- Develop feature engineering pipelines from logs, metrics, traces, and endpoint telemetry
- Integrate AI/ML capabilities into the Data Integration Platform (DIP) architecture and operational dashboards
- Build and validate MVP models supporting AoA outcomes and UXM operational readiness
- Implement MLOps pipelines (training, validation, deployment, monitoring)
- Collaborate with cybersecurity teams to ensure RMF-compliant model deployment
- Translate model outputs into actionable insights for IT operators and leadership
- Support dashboard specification, analytics requirements, and operational reporting
- DAF Client Collaboration: Proactively collaborate with the DAF to understand their software landscape, installation details, licensing requirements, and specific needs related to the assigned software publishers and products
- Project Contribution: Actively participate in project meetings, providing updates on modeling progress, identifying potential challenges, and contributing to the overall success of the project
Qualifications:
Required:
- Active Secret Clearance
- 15+ Years of relevant experience (Bachelor’s Degree in applicable field may be substituted for 5 years of experience).
- Minimum 7 years’ experience in data science, machine learning, or applied AI (with at least 3 years in operational or enterprise environments)
- Hands-on experience with:
- Python-based ML frameworks (TensorFlow, PyTorch, scikit-learn, or equivalent)
- Time-series analytics and anomaly detection
- ETL/ELT pipelines and enterprise data platforms
- SQL and large-scale datasets
- Experience deploying models into production environments
- Familiarity with observability, ITOM, or UXM telemetry sources
- Prioritization and Management: Ability to prioritize and manage collecting information and modeling multiple publishers and products, while adhering to deadlines and maintaining high-quality work
Desired:
- Prior DoD or federal IT program experience
- Experience with MLOps frameworks and CI/CD pipelines
- Knowledge of UXM, IT operations analytics, or digital experience monitoring
- Experience working in RMF-controlled environments
- Familiarity with Power BI, Tableau, or similar visualization tools
- Exposure to cloud or hybrid AI deployments
- Analytical and Problem-Solving Skills: Strong analytical and problem-solving skills with the ability to identify and resolve complex issues
- Communication and Interpersonal Skills: Excellent communication and interpersonal skills, with the ability to effectively interact with the DAF, internal teams, and external vendors
Certifications (One or More Required):
- CompTIA Security+ CE (DoD 8570/8140 compliant)
Preferred Technical Certifications:
- AWS Certified Machine Learning – Specialty
- Microsoft Azure AI Engineer Associate
- Google Professional Machine Learning Engineer
- Databricks Machine Learning Professional
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:
$94,600 - $208,000Top Skills
What We Do
CACI’s approximately 23,000 talented employees are vigilant in providing the unique expertise and distinctive technology that address our customers’ greatest enterprise and mission challenges. Our culture of good character, innovation, and excellence drives our success and earns us recognition as a Fortune World's Most Admired Company. As a member of the Fortune 1000 Largest Companies, the Russell 1000 Index, and the S&P MidCap 400 Index, we consistently deliver strong shareholder value. Visit us at www.caci.com.
