ML Administrator

Stack

Responsibilities

• ▹Manage machine learning model versioning, lineage tracking and compliance with governance policies, ensuring reproducibility and secure deployment
• ▹Implement and monitor ML infrastructure, optimizing compute resource allocation across cloud and on-premises environments
• ▹Validate AI/ML pipelines, ensuring models remain accurate, explainable and aligned with operational objectives
• ▹Manage ML Model Governance & Deployment Reporting, including summarizing model lifecycle management, performance tracking and security compliance

Requirements

• ▹Master's degree or higher (e.g. Ph.D.) in Computer Science, Information Technology, Systems Engineering, Data Science, Business Administration, Engineering Management or a closely related field; OR minimum of 11+ years of experience managing complex technical projects in enterprise data architecture, Databricks administration and cloud-based data platforms
• ▹Databricks platform administration, including workspace management and configuration, cluster optimization and performance tuning, and Unity Catalog integration for secure data governance
• ▹ETL/ELT pipeline development, Delta Lake architecture and optimization, and data lakehouse optimization for DoD analytics and mission-critical data workflows
• ▹AI/ML workflow integration within Databricks environments
• ▹SysEngOps and DevSecOps practices with version control systems (Git) and CI/CD pipelines for automated deployment and governance
• ▹Identity and access management (IAM), role-based access control (RBAC), cloud security best practices and compliance with DoD data policies across AWS, Azure and GCP
• ▹Hands-on expertise in Python, SQL/NoSQL databases, Apache Spark, Databricks SQL, Terraform and cloud-native data services for large-scale data processing and analytics
• ▹Knowledge and capability to support Databricks platform administration and enterprise data architecture for DoD data-driven projects

What we offer

• ▹Remote work

About the company

Founded in 1989, SOSi is among the largest private, founder-owned technology and services integrators in the defense and government services industry, enabling national security missions worldwide.