5h ago
Staff Data Scientist
Arlington, VA
✨ $150k-$200k / yearest.
full-timemid Hybridaerospace
🛠 Tech Stack
💼 About This Role
You'll turn high-dimensional sensor data into actionable insights and smarter models for edge-deployed systems. You'll analyze fleet data to find patterns, trends, and outliers for operational intelligence. You'll create feedback loops with machine perception teams to improve model retraining and edge-case detection.
🎯 What You'll Do
- Analyze field deployment data to uncover trends and actionable insights.
- Develop scalable analytics pipelines for customer dashboards and reports.
- Collaborate with product and customer success teams on data science workflows.
- Identify performance gaps and drift in edge-deployed models.
📋 Requirements
- 3-5 years of experience in applied data science.
- Proficiency in Python and common data science libraries (pandas, numpy, scikit-learn).
- Experience with time-series, geospatial, or multi-sensor data in production.
- Strong analytical thinking including clustering, regression, and anomaly detection.
✨ Nice to Have
- Familiarity with ML operations (dataset versioning, model monitoring).
- Experience supporting ML systems at the edge in maritime, automotive, or aerospace domains.
🎁 Benefits & Perks
- 🌍 Global impact projects
- ⏰ Flexible working hours
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