Data Scientist - AI/mL Specialist
$94.4k - $198.2kCaci Inc
Job Title: Data Scientist - AI/mL SpecialistJob Category: ScienceTime Type: Full timeMinimum Clearance Required to Start: Public TrustEmployee Type: RegularPercentage of Travel Required: Up to 10%Type of Travel: Continental US* * *The Opportunity:CACI is seeking a Senior Data Scientist to support the Department of Homeland Security's Cyber Crimes Center (C3) in developing advanced AI and machine learning solutions for critical law enforcement investigations. In this role, you will: Design and deploy production-grade AI/ML systems that enable investigators to combat cybercrime and dismantle criminal networksWork within a collaborative technical team to deliver AI solutions that meet rigorous federal compliance standards Contribute to mission-critical national security operations while advancing responsible AI practicesApply cutting-edge machine learning techniques to solve complex investigative challenges This position requires U.S. citizenship and eligibility to obtain a DHS Public Trust clearance.Responsibilities:Design and implement production AI/ML systems compliant with federal, DHS, and ICE governance requirementsDevelop explainable and auditable AI solutions with integrated human-in-the-loop oversight mechanismsBuild machine learning models for investigative analytics including entity resolution, network analysis, and anomaly detectionDevelop scalable data pipelines and ETL processes using Apache Airflow, Spark, and on-premise infrastructureDesign database solutions optimized for AI training, fine-tuning, and real-time inference on investigative data Implement continuous monitoring systems to detect bias, performance degradation, and security vulnerabilities Support AI Use Case approval processes, Security Authorization (ATO), and risk management protocolsDocument system architecture, data flows, and model explanations for audit and transparency requirementsIntegrate AI capabilities with existing investigative systems through APIs and microservicesEnsure data provenance documentation and lawful data acquisition per federal requirementsCollaborate with software engineers, infrastructure architects, and cybersecurity specialists on cross-functional projectsCommunicate technical concepts and model decisions to both technical and non-technical stakeholdersMaintain compliance with AI Security Control Baseline and federal governance frameworksContribute technical expertise to team initiatives and share knowledge and best practices with team members Qualifications:Required: Bachelor's degree in Data Science, Computer Science, Artificial Intelligence, Statistics, Mathematics, Engineering, or related technical field5+ years of demonstrated AI/ML experience with a proven track record of delivering production AI systems Advanced proficiency with machine learning frameworks (TensorFlow, PyTorch, scikit-learn) and deep learning architecturesExpert-level Python programming with extensive experience in Pandas, NumPy, and SparkDemonstrated experience deploying and maintaining production AI systems at scaleExperience with on-premise infrastructure, data centers, and physical server environmentsDeep knowledge of explainable AI techniques and model interpretability methods (SHAP, LIME)Proven experience developing AI systems that comply with federal governance and ethical standardsProficiency with MLOps practices, model versioning, CI/CD pipelines, and workflow orchestrationStrong communication skills with ability to convey complex technical concepts to diverse audiencesActive Public Trust clearance or ability to obtain and maintain clearance Desired:Master's degree or PhD in a related technical field Experience with Generative AI, large language models, prompt engineering, and fine-tuning techniquesKnowledge of AI security, bias detection and mitigation, and adversarial machine learningBackground in federal law enforcement or intelligence community AI applicationsExpertise in Open-Source Intelligence (OSINT) analysis and cyber threat intelligenceProficiency with Elasticsearch, Kibana, graph databases, and investigative analytics platformsFamiliarity with federal AI policies including Executive Orders 13960/14110, OMB guidance, and DHS/ICE directivesExperience with real-time streaming analytics and Change Data Capture (CDC)This position is contingent on funding and may not be filled immediately. However, this position is representative of positions within CACI that are consistently available. Individuals who apply may also be considered for other positions at CACI.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: $94,400 - $198,200CACI 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.Department:Data Scientist
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