SOSi · 1 day ago
Machine Learning Administrator
SOSi is a leading technology and services integrator in the defense and government services industry, seeking an ML Administrator to enhance interoperability and mission-driven analytics for a DoD customer. The role involves managing machine learning model versioning, optimizing ML infrastructure, and ensuring compliance with governance policies.
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
Validation of 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
Qualification
Required
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, workspace configuration, cluster optimization, cluster 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 streamlined Databricks development, 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 and mission-critical workflows
Company
SOSi
SOSi solves the challenges of the modern mission.
Funding
Current Stage
Late StageRecent News
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