מציאת משרת הייטק בחברות הטובות ביותר מעולם לא הייתה קלה יותר
You will research on large amounts of tabular, textual, and product image data from product detail pages, selling partner details and customer feedback, evaluate state-of-the-art algorithms and frameworks, and develop new algorithms to improve safety and compliance mechanisms. You will partner with engineers, technical program managers and product managers to design new ML solutions implemented across the entire Amazon product catalog.Key job responsibilities
- Research on and Evaluate state-of-the-art algorithms in NLP, multi-modal modeling, domain adaptation, continuous learning and large language model.- Analyze and convey results to stakeholders and contribute to the research and product roadmap.
- Publish research publications at internal and external venues.Seattle, WA, USA
- 3+ years of building machine learning models for business application experience
- PhD, or Master's degree and 3+ years of applied research experience
- Experience programming in Java, C++, Python or related language
- Experience with neural deep learning methods and machine learning
- PhD in engineering, technology, computer science, machine learning, robotics, operations research, statistics, mathematics or equivalent quantitative field
- 5+ years of building machine learning models or developing algorithms for business application experience
- Experience with modeling tools such as R, scikit-learn, Spark MLLib, MxNet, Tensorflow, numpy, scipy etc.
- Experience in patents or publications at top-tier peer-reviewed conferences or journals
- Experience in Large Language Models: Improving the state-of-the-art methods in in-context prompting, fine-tuning, multi-modal modeling etc.
- Experience defining organizational research and development roadmap and practices in industry
- Ability to work on a diverse team or with a diverse range of coworkers
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