Senior AI/ML Data Analyst

VivSoft; Springfield, Northern (VA, KY); Hybride; USD 120 000 - 170 000; Plein temps

Avantages offerts par ce poste

Comprehensive benefits package

401(k) with employer match

Paid time off

Résumé du poste

VivSoft is seeking a Senior AI/ML Data Analyst to support data used for AI/ML model development and governance. The role involves curating, analyzing, monitoring, and maintaining large datasets to enable advanced AI initiatives.

The ideal candidate blends strong data analytics with AI/ML understanding, collaborating with users, stakeholders, and engineering teams to translate needs into data requirements. The position requires active TS clearance with SCI eligibility, a technical bachelor's

Qualifications

• Active TS clearance with SCI eligibility
• Bachelor's degree in a technical field
• Minimum 1 year of experience with AI/ML technologies
• Minimum 1 year of experience with large-scale geospatial data
• Experience with databases and both structured & unstructured data
• Strong analytical and problem-solving skills with data-driven decisions
• Agile/Scrum experience
• Willingness to continuously learn emerging AI technologies
• Strong collaboration and communication with stakeholders

Responsabilités

• Conduct data analysis and develop visualizations for AI/ML model data
• Evaluate training vs operational data and data diversity
• Support data governance, preprocessing, labeling, and curation
• Develop dashboards and analytical tools to monitor data operations
• Monitor data quality and improve AI/ML model performance
• Analyze geospatial data to identify patterns and insights
• Work with various data sources to support data curation
• Apply metrics to inform product and technical decisions
• Evaluate new AI tech and recommend applicability
• Collaborate with stakeholders to translate needs into data requirements
• Engage with users to understand business and technical needs
• Support end-to-end AI product development lifecycle
• Stay current with AI/ML advancements and apply to initiatives

Connaissances

AI/ML data analysis

Geospatial data

Data visualization

Software development

Agile/Scrum

Communication skills

Formation

Bachelor's degree in CS/Math/Engineering

Master's degree (preferred)

Outils

Python

SQL

R

GIS software

Description du poste

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 working with databases
• Experience working with structured and unstructured data
• Strong analytical and problem-solving skills with the ability to use data and metrics to drive technical and product decisions
• Experience analyzing and assessing data quality for AI/ML applications
• Strong critical-thinking skills and demonstrated ability to collaboratively solve complex problems in a team environment
• Agile/Scrum experience and familiarity with Agile methodologies
• Demonstrated ability and willingness to continuously learn and adapt to rapidly evolving AI technologies
• Familiarity with current AI research, technologies, and industry developments
• Strong communication and collaboration skills with the ability to work effectively with technical teams, users, and stakeholders

Preferred Qualifications & Skills:

• Master’s degree in Computer Science, Mathematics, Engineering, or a related technical field
• Experience supporting complex, mission-critical technology environments
• Experience supporting large-scale enterprise information technology architectures and tools
• Experience supporting acquisition programs or mission-support contracts within highly regulated environments
• Scrum Master or related Agile certification
• Active U.S. Government Counterintelligence (CI) Polygraph

Benefits:

• Comprehensive Medical, Dental, and Vision Plans (Healthcare benefits are 100% employer-paid for employees only)
• Life Insurance
• Paid Time Off (Flexible/Combined PTO, Bereavement Leave, 11 Company Paid Holidays)
• 401K Retirement Plan with employer match
• Professional Development Training Reimbursement