11 дней назад
Staff Data Scientist (Computer Vision)
172 170 - 286 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Staff Data Scientist (Computer Vision/Machine Learning): Building and deploying computer vision and machine learning models for large-scale structured and unstructured data with an accent on deep learning, 3D data processing, and automated inventory management and compliance. Focus on designing robust model testing and tuning, solving production-scale data and model failures, and translating complex business problems into measurable data science solutions.
Location: Sunnyvale, California, United States; onsite at 1375 Crossman Avenue
Salary: $172,170–$286,000 per year, plus annual or quarterly performance incentives.
Company
develops advertising and data-driven solutions within Walmart’s retail ecosystem.
What you will do
- Conduct exploratory data analysis, data quality checks, experiment design, and test-and-learn framework development.
- Design, train, fine-tune, evaluate, and deploy machine learning and computer vision models to production.
- Develop continuous online learning and iterative model enhancements, while monitoring model behavior and production metrics.
- Process large-scale structured, unstructured, and 3D data, including scans, meshes, point clouds, reconstruction, image classification, object detection, and segmentation.
- Translate business problems and requirements into data science, mathematical, and modeling solutions for automated inventory management and compliance.
- Present findings, communicate recommendations, and collaborate with stakeholders and cross-functional teams through PoC and PoV stages.
Requirements
- Master’s degree or equivalent in Statistics, Economics, Analytics, Mathematics, Computer Science, Information Technology, Engineering, or a related field and 2 years of analytics experience; or a bachelor’s degree and 4 years of analytics experience.
- Experience designing, training, fine-tuning, and deploying deep learning neural networks, with dataset curation, augmentation, evaluation, tracking, and updating.
- Programming experience with Python and C++ for machine learning and computer vision systems.
- Experience with PyTorch, TensorFlow, Git, code reviews, privacy and compliance tooling, and CI/CD workflows including Jenkins.
- Experience with image classification, object detection, segmentation, statistical methods, probability distributions, and machine learning models.
- Experience processing 3D scans, meshes, and point clouds using neural network-based and classical geometry-based reconstruction methods.
Culture & Benefits
- Full-time employment with medical, vision, and dental coverage.
- 401(k), stock purchase program, company-paid life insurance, and performance-based incentive awards.
- Paid time off, including sick leave, parental leave, family care leave, bereavement, jury duty, and voting leave.
- Short- and long-term disability coverage, education assistance with company-paid college degrees, company discounts, military service pay, and adoption expense reimbursement.
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