Senior AI/ML Data Analyst

VivSoft Technologies LLC; Springfield (VA); Presencial; USD 120 000 - 170 000; Tempo integral

Vantagens oferecidas por esta oferta de emprego

Healthcare plans

Life Insurance

Paid Time Off

401K Retirement Plan with employer-may

Resumo da oferta

VivSoft Technologies LLC is seeking a Senior AI/ML Data Analyst to support data creation, analysis, management, and governance for AI/ML model development and evaluation. You will work at the forefront of AI, ensuring large datasets are curated, analyzed, and maintained to support AI/ML initiatives.

The ideal candidate combines strong data analysis with AI/ML knowledge, large-scale and geospatial datasets, and collaboration with users, stakeholders, and software teams to identify data needs,

Qualificações

• 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 AI/ML experience.
• Minimum 1 year of experience with large-scale geospatial datasets.
• Experience with programming languages and statistical packages.
• Knowledge of dataset management and analysis tools and AI/ML tech.
• Experience with databases and both structured/unstructured data.
• Strong analytical and problem-solving skills for data-driven decisions.
• Experience with Agile/Scrum methodologies.
• Willingness to continuously learn and adapt to evolving AI tech.

Responsabilidades

• Conduct data analysis, create visualizations, and advise on AI/ML data used for model development.
• Evaluate diversity and suitability of training datasets and their alignment with operational data.
• Support data governance, preprocessing, labeling, curation, and management.
• Develop dashboards and analytics tools to monitor data operations.
• Monitor data quality and advise on AI/ML model performance improvements.
• Analyze large geospatial datasets to detect patterns relevant to user needs.
• Work with diverse datasets to identify data sources and assess quality.
• Apply data and performance metrics to inform decisions across products.
• Assess emerging tech and provide strategic recommendations for applicability.
• Collaborate with stakeholders and engineers to translate needs into data requirements.
• Engage with users to understand business and technical needs.
• Work with multidisciplinary teams to solve complex goals.
• Support full AI product lifecycle from concept to evaluation.
• Stay current with AI/ML trends and apply advancements.

Conhecimentos

AI/ML technologies experience

Geospatial data experience

Programming languages & stats packages

Data quality analysis

Databases experience

Agile/Scrum

Team collaboration

Problem solving

Formação académica

Bachelor’s degree in Computer Science/Math/Engineering or related field

Master’s degree preferred in related field

Ferramentas

SQL

Python/R

Geospatial analysis tools

Descrição da oferta de emprego

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