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Machine Learning (ML) Administrator - Sr

Nalley Consulting

Doral, FL

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JOB DETAILS
JOB TYPE
Full-time
SKILLS
Access Control, Administrative Skills, Amazon Web Services (AWS), Apache Spark, Artificial Intelligence (AI), Best Practices, Business Administration, Cisco Unity, Cloud Computing, Computer Science, Consulting, Continuous Deployment/Delivery, Continuous Integration, Data Analysis, Data Management, Data Processing, Data Science, Database Extract Transform and Load (ETL), Defense Intelligence, Disability Accommodations, Disability Insurance, Engineering Management, Enterprise Architecture, GCP (Good Clinical Practices), Git, Identity Data Management, Information Technology & Information Systems, Information/Data Security (InfoSec), Intelligence Community, Life Insurance, Machine Learning, Maintain Compliance, Microsoft Windows Azure, NoSQL, Performance Analysis, Performance Tuning/Optimization, Python Programming/Scripting Language, Resource Management, SQL (Structured Query Language), Security Compliance, Sensitive Compartmented Information (SCI), Small Business, Source Code/Configuration Management (SCM), Systems Administration/Management, Systems Engineering, Technical Leadership, Top Secret Clearance, United States Department of Defense (DoD)
LOCATION
Doral, FL
POSTED
Today
Join the Nalley Consulting team at Southcom HQ.

Position: Machine Learning (ML) Administrator
LCAT: Senior
Location: SOUTHCOM HQ, Doral, FL / Off-site
Office: U.S. SOUTHERN COMMAND J2

Required clearance: TS/SCI

Required education: 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 a minimum of 11+ years of relevant experience.

Description:
  • 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.
  • Support the validation of AI/ML pipelines, ensuring models remain accurate, explainable, and aligned with operational objectives.
  • Submit the ML Model Governance & Deployment Report, summarizing model lifecycle management, performance tracking, and security compliance.
Required Experience: 
  • 11+ years of experience managing complex technical projects in enterprise data architecture, Databricks administration, and cloud-based data platforms.
  • Strong background in databricks platform administration, including workspace configuration, Unity Catalog, cluster performance tuning, and cloud integration.
  • Strong background in data pipeline development (ETL/ELT), Delta Lake optimization, and AI/ML workflow integration.
  • Strong background in SysEngOps, DevSecOps, version control systems (Git), and CI/CD pipelines for automated deployment and governance.
  • Strong background in Cloud security, role-based access control (RBAC), and compliance with DoD data policies across AWS, Azure, and GCP.
  • Proposed personnel possess the knowledge and capability to support Databricks platform administration and enterprise data architecture for DoD data-driven projects.
Other requirements: 
  • Skilled in Databricks platform administration, including workspace management, cluster optimization, and Unity Catalog integration for secure data governance.
  • Proficient in ETL pipeline development, Delta Lake architecture, and data lakehouse optimization for DoD analytics and mission-critical data workflows.
  • Experienced in SysEngOps, DevSecOps, version control systems (Git), and CI/CD pipelines to streamline Databricks development and deployment.
  • Knowledgeable in identity and access management (IAM), role-based access control (RBAC), and cloud security best practices across AWS, Azure, and GCP.
  • Hands-on expertise in Python, SQL/NoSQL, Apache Spark, Databricks SQL, Terraform, and cloud-native data services for large-scale data processing and analytics.

 

ABOUT NALLEY CONSULTING

Nalley Consulting is a Service Disabled Veteran Owned Small Business working with prime partners to staff Department of Defense and Intelligence Community positions. Created by a U.S. Navy intelligence veteran, Nalley Consulting has grown to include multiple IDIQ vehicles in several states.

Nalley Consulting fringe benefits include:

  • Excellent medical, dental, and vision benefits
  • PTO
  • 11 paid federal holidays
  • Tuition assistance
  • Paid military-reserve leave
  • Paid parental leave for birth or adoption
  • 401k matching up to 5 percent of the base salary
  • Flex time
  • Company-paid short-term disability, long-term disability, and life insurance.

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Nalley Consulting

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