The Opportunity:
CACI is looking for a data science and Machine Learning Operations (MLOps) lead. A successful candidate is a technical leader responsible for designing, implementing, and maintaining the infrastructure and pipelines necessary to seamlessly transition machine learning models from development to production, overseeing the entire lifecycle of model deployment, monitoring, and optimization, while collaborating closely with data scientists and engineering teams to ensure efficient and scalable AI solutions within an organization.
Responsibilities:
Pipeline Development: Architect and build automated ML pipelines using tools like CI/CD, orchestrating data preprocessing, feature engineering, model training, evaluation, deployment, and monitoring across various environments.
Infrastructure Management: Design and manage the underlying infrastructure for ML operations, including cloud platforms (AWS, Azure, GCP), containerization technologies (Docker, Kubernetes), and data storage solutions.
Model Monitoring and Evaluation: Establish comprehensive monitoring systems to track model performance metrics in real-time, identify potential issues, and trigger alerts for necessary interventions.
Collaboration with Data Scientists: Partner with data science teams to translate research prototypes into production-ready models, ensuring seamless integration with existing systems.
Team Leadership: Lead and mentor a team of MLOps engineers, providing technical guidance and best practices for efficient ML operations.
Model Governance: Implement policies and procedures to ensure responsible AI development, including data quality checks, bias detection, and version control.
Cost Optimization: Analyze and optimize ML model performance and resource utilization to maintain cost-effectiveness in production.
Qualifications:
Required:
A current TS clearance with SCI eligibility BA/BS in Computer Science, Data Science, or related field, and 7+ years of directly related experience
Possess certifications as directed by DoDD 8140.x, such as CompTIA Security+ or equivalent
Proficiency in Python, which strong understanding of data manipulation libraries like Pandas an NumPy, or other related
Expertise in ML frameworks such as TensorFlow, PyTorch, or scikit-learn
Understanding of data pipelines, data preprocessing, and data quality checks
Able to effectively communicate technical concepts to both technical and nontechnical stakeholders, and lead cross-functional teams.
Desired:
Experience utilizing architecture tools such as SPARX EA or Cameo
Experience with complex system of systems engineering practices.
Experience with tool automation and integration technical auditing.
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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 takes pride in fostering a diverse and accessible culture where every individual feels supported to chart their own path. 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.
Your potential is limitless. So is ours.
Learn more about CACI here.
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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. Learn more here.
The proposed salary range for this position is:
$78,000 - $163,800CACI is an Equal Opportunity/Affirmative Action Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, pregnancy, sexual orientation, gender identity, age, national origin, disability, status as a protected veteran, or any other protected characteristic.