1 час назад
AI Data Scientist II
98 000 - 134 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
AI Data Scientist II (AI/Computer Vision): Evaluating and improving machine learning and agentic AI systems that interpret high-resolution aerial imagery with an accent on benchmarking, quantitative metrics, and structured error analysis. Focus on developing repeatable evaluation tools, analyzing model reliability and performance, and translating findings into recommendations for product and system design.
Location: Remote, United States
Salary: $98,000–$134,000 base salary annually, bonus eligible
Company
Builds geospatial intelligence and AI systems that transform high-resolution aerial imagery into actionable insights for environmental monitoring, disaster response, urban planning, construction, government, and infrastructure management.
What you will do
- Evaluate machine learning and agentic AI systems using metrics for task success, accuracy, robustness, reliability, and common failure patterns.
- Apply and maintain evaluation methods for computer vision models covering detection, segmentation, and classification.
- Develop quantitative metrics, test harnesses, reusable scripts, notebooks, and curated datasets for production-representative scenarios.
- Perform model comparisons, stress tests, edge-case testing, error analysis, and root-cause investigations.
- Analyze accuracy, processing time, resource use, and regressions, then communicate actionable recommendations to engineering, product, and research partners.
- Document code, data, configurations, results, limitations, and evaluation methods for repeatable technical work.
Requirements
- Bachelor’s degree or equivalent practical experience in data science, machine learning, statistics, computer science, or a related field.
- Two to four years of relevant experience in data science, machine learning, model evaluation, or a related technical field.
- Hands-on experience evaluating machine learning models with quantitative metrics and clearly documented results.
- Working knowledge of computer vision evaluation for segmentation, detection, or classification models.
- Exposure to LLM-based, multimodal, or agentic systems and multi-step evaluation workflows.
- Proficiency in Python and machine learning or data science libraries such as NumPy, Pandas, or scikit-learn, plus Git and at least one cloud environment such as AWS or GCP.
Nice to have
- Experience evaluating image classification, document classification, LLM, or RAG applications.
- Experience creating reusable evaluation scripts, notebooks, dashboards, or quality assurance tools.
- Experience in a collaborative software or machine learning development lifecycle.
Culture & Benefits
- Full-time remote work within the United States.
- Collaborative environment focused on continuous improvement and cross-functional communication.
- Paid time off, sick leave, and parental leave.
- Medical, dental, vision, life, pet, and employee assistance program benefits.
- 401(k) plan and health savings account.
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