
Machine Learning Administrator
NV5
full-time
Posted on:
Location Type: Remote
Location: United States
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About the role
- 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 validation of AI/ML pipelines, ensuring models remain accurate, explainable, and aligned with operational objectives.
Requirements
- Master’s degree in Computer Science, Information Science, Artificial Intelligence, Geospatial Science, GIS, Data Science, Business Analytics, Cognitive Science, or a related field, or eleven (11) years of equivalent experience in ontology development and semantic technologies.
- Demonstrated expertise in ontology design, semantic data modeling, and advanced SPARQL query development.
- Demonstrated proficiency in W3C standards (RDF, OWL, SHACL), and supporting frameworks like Basic Formal Ontology (BFO) and Common Core Ontologies (CCO).
- Demonstrated proficiency in Java and Python for ontology-driven application development.
- Demonstrated experience with the Stardog Knowledge Graph platform.
- Experience with Bash scripting for automation tasks.
- Hand-on experience with Esri data tools including ArcGIS.
- Background in DevSecOps practices, version control systems (e.g., Git) and CI/CD pipelines.
- Strong analytical skills, attention to detail, and the ability to work collaboratively.
- Ability to manage and prioritize complex project tasks.
- Preferred: Portuguese or Spanish language skills.
- Experience with government IT programs and environments.
Benefits
- Medical
- Dental
- Life insurance
- FTO
- 401(k)
- Professional development/advancement opportunities
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
machine learning model versioningontology designsemantic data modelingSPARQL query developmentW3C standardsRDFOWLJavaPythonBash scripting
Soft Skills
analytical skillsattention to detailcollaborationproject managementprioritization