Job Title: Senior AI/ML Data Analyst
Location: Onsite at NGA Facility in Springfield, VA
Clearance Required: Active Top Secret Clearance with SCI Eligibility
Position Type: Full-Time
About the Company:
At VivSoft, we aim to solve complex federal problems using emerging and open technologies in a collaborative and rewarding environment. VivSoft is a diverse team of strategists, engineers, designers, and creators experienced in building high-performance, effective software, with a focus on impactful organizational design and software delivery dynamics. We build secure Software Factories based on DoD reference designs and NIST Frameworks for Cloud and DevSecOps. These factories deliver AI/ML Applications, Data Science Platforms, Blockchain, and Microservices for DoD, Healthcare, and Civilian Agencies.
Job Summary:
We are seeking a Senior AI/ML Data Analyst to support the creation, analysis, management, and governance of data used for Artificial Intelligence and Machine Learning (AI/ML) model development and evaluation. This role will work at the forefront of emerging AI technologies, helping ensure that large and complex datasets are properly curated, analyzed, monitored, and maintained to support successful AI/ML initiatives.
The ideal candidate will combine strong data analysis and technical skills with an understanding of AI/ML technologies, large-scale datasets, and geospatial data. This individual will work closely with users, stakeholders, and software engineering teams to identify data needs, evaluate data quality, develop visualizations, and support AI solutions throughout the product development lifecycle.
Key Responsibilities:
Conduct data analysis, develop visualizations, and provide recommendations regarding data used for AI/ML model development
Evaluate the diversity and suitability of training datasets and assess alignment between training data and operational data
Support governance and oversight of data operations, including data preprocessing, labeling, curation, and management
Develop and maintain dashboards and analytical tools used to monitor and evaluate data operations
Perform data quality monitoring, analysis, and assurance and provide recommendations to improve AI/ML and computer vision model performance
Analyze large volumes of geospatial data to identify patterns, trends, and potential solutions to complex user requirements
Work with structured and unstructured datasets to identify valuable data sources, support data curation activities, and assess overall data quality
Apply data and performance metrics to support product and technical decision-making
Evaluate industry-standard solutions and emerging technologies and provide strategic recommendations regarding their applicability
Collaborate with stakeholders, users, technical teams, and software engineers to translate operational needs into actionable data and technical requirements
Engage with users and customers to identify and understand underlying business and technical needs
Work collaboratively with multidisciplinary teams to solve complex problems involving interrelated and interdependent objectives
Support the complete AI product development lifecycle, including conceptualization, design, implementation, testing, and evaluation
Stay current with emerging AI/ML technologies, research, tools, and industry practices and apply relevant advancements to ongoing initiatives
Qualifications & Required Skills:
Active U.S. Government Top Secret clearance with SCI eligibility
Bachelor’s degree in Computer Science, Mathematics, Engineering, or a related technical field
Minimum 1 year of professional experience working with Artificial Intelligence or Machine Learning technologies
Minimum 1 year of experience working with large-scale geospatial datasets
Demonstrated experience developing software using multiple programming languages and statistical packages
Knowledge of dataset management and analysis tools and AI/ML technologies
Demonstrated experience…