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Senior Data Scientist, Perception
Woven Planet. Come up with data strategies on how to collect, sample, label, handle, and use tons of data from the market, test vehicles, and simulators to improve machine learning model performance of the perception stack for camera images that is deployed to millions of vehicles .
Tech Stack
Tools & technologiesAWSAzureCloudGoogle Cloud PlatformNumpyPandasPython
About the role
Key responsibilities & impact- Come up with data strategies on how to collect, sample, label, handle, and use tons of data from the market, test vehicles, and simulators to improve machine learning model performance of the perception stack for camera images that is deployed to millions of vehicles
- Design and improve the scalable data pipelines and automation for machine learning and performance evaluation
- Analyze large-scale data and identify its characteristics to propose technical solutions for machine learning and performance evaluation
- Lead data-related activities within the team, across the company in collaboration with Toyota group, and enhancing team members' capability for data science
Requirements
What you’ll need- 5+years experience in following industries or research areas:** ・AD/ADAS** ・Robotics** ・Computer Vision
- 3+years experience in data science or related areas, including theoretical aspects of data science like machine learning (deep learning, statistical analysis, and mathematical modeling)
- Experience writing software using: 1)Python for data science (numpy, scipy, scikit, pandas), 2)database, and 3)cloud platform services (AWS, GCP, Azure)
- Bachelor's degree in science or engineering
- Business-level proficiency in English
Benefits
Comp & perks- Competitive Salary - Based on experience
- Work Hours - Flexible working time
- Paid Holiday - 20 days per year (prorated)
- Sick Leave - 6 days per year (prorated)
- Holiday - Sat & Sun, Japanese National Holidays, and other days defined by our company
- Japanese Social Insurance - Health Insurance, Pension, Workers’ Comp, and Unemployment Insurance, Long-term care insurance
- Housing Allowance
- Retirement Benefits
- Rental Cars Support
- In-house Training Program (software study/language study)
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
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Hard Skills & Tools
data strategiesdata pipelinesmachine learningdeep learningstatistical analysismathematical modelingdata analysisdata samplingdata labelingperformance evaluation
Soft Skills
leadershipcollaborationteam enhancementcommunication