Accenture Federal Services is looking to build and manage a centralized platform that provides access to pre-trained and custom-built AI/ML models, simplifying their integration and accelerating the delivery of AI-powered capabilities across the enterprise for the DoD.
Requirements
- Deep expertise in developing and deploying ML models using common frameworks (e.g., TensorFlow, PyTorch, scikit-learn).
- Proven experience building and maintaining production ML systems in a cloud environment (AWS, Azure, GCP).
- Strong understanding of MLOps principles and hands-on experience with relevant tools (e.g., MLflow, Kubeflow, AWS SageMaker, Azure ML).
- Proficiency with containerization technologies (Docker, Kubernetes) and CI/CD tools.
- Experience with programming skills in Python and familiarity with software engineering best practices.
- Direct experience building a Model-as-a-Service or Machine-Learning-as-a-Service platform.
- Experience with ML platforms like Databricks or AWS SageMaker AI.
Responsibilities
- Define and execute the technical strategy for the MaaS platform, including the frameworks for model training, versioning, deployment, and monitoring.
- Oversee the design, development, and deployment of a diverse portfolio of machine learning models to solve complex mission challenges.
- Establish and enforce robust MLOps practices to ensure automated, reliable, and scalable CI/CD pipelines for machine learning models.
- Architect the service layer for the MaaS platform, ensuring models are exposed via secure, scalable, and well-documented APIs.
- Collaborate with data scientists, data engineers, and mission stakeholders to identify use cases and translate requirements into production-ready models.
- Implement governance, security, and ethical AI standards across the entire model lifecycle.
- Manage project timelines, resource allocation, and stakeholder communication for all MaaS initiatives.
Other
- Lead, mentor, and manage a high-performing team of ML modeling developers and MLOps engineers.
- US Citizenship (No dual citizenship)
- Active TS or TS/SCI Clearance
- Familiarity with Infrastructure-as-Code (IaC) tools like Terraform.
- Experience working in a high-security DoD or Intelligence Community environment.
