13 дней назад
Senior AI/ML Data Analyst
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior AI/ML Data Analyst (AI/ML and geospatial data): Analyzing, curating, governing, and monitoring large structured and unstructured datasets for AI/ML model development and evaluation, with an accent on data quality, visualization, and geospatial analysis. Focus on assessing training and operational data alignment, building analytical dashboards, and translating stakeholder needs into data and technical requirements for secure federal AI solutions.
Location: Onsite at NGA Facility in Springfield, Virginia, United States
Company
builds secure Software Factories and delivers AI/ML applications, data science platforms, blockchain, and microservices for defense, healthcare, and civilian agencies.
What you will do
- Analyze, curate, manage, and govern data used for AI/ML model development and evaluation.
- Evaluate training datasets for diversity, suitability, quality, and alignment with operational data.
- Develop dashboards, visualizations, and analytical tools for monitoring data operations and model performance.
- Analyze large-scale geospatial, structured, and unstructured datasets to identify patterns, trends, and valuable data sources.
- Collaborate with users, stakeholders, software engineers, and technical teams to translate operational needs into data and technical requirements.
- Support the full AI product lifecycle, from conceptualization and design through implementation, testing, and evaluation.
Requirements
- Active U.S. Government Top Secret clearance with SCI eligibility is required.
- Bachelor’s degree in Computer Science, Mathematics, Engineering, or a related technical field.
- At least one year of professional experience with AI/ML technologies and at least one year working with large-scale geospatial datasets.
- Experience developing software with multiple programming languages and statistical packages, working with databases, and analyzing structured and unstructured data.
- Experience assessing data quality for AI/ML applications and using metrics to support technical and product decisions.
- Agile/Scrum experience, strong communication and collaboration skills, and the ability to solve complex problems in multidisciplinary teams.
Nice to have
- Master’s degree in a related technical field.
- Experience with mission-critical technology environments, enterprise IT architectures, or highly regulated acquisition and mission-support programs.
- Scrum Master or related Agile certification.
- Active U.S. Government Counterintelligence Polygraph.
Culture & Benefits
- Collaborative environment involving strategists, engineers, designers, and creators.
- Employer-paid medical, dental, and vision coverage for employees.
- Life insurance, flexible combined PTO, bereavement leave, and 11 company-paid holidays.
- 401(k) retirement plan with employer match.
- Professional development training reimbursement.
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