Applied Scientist, Natural Language Understanding
1 week ago
Masters or PhD in computer science, statistics or a related field
- 0-4 years experience in machine learning and data science
- Experience in Python, or another language; command line usage; familiarity with Linux and AWS ecosystem
- Expertise in machine learning and in particular deep neural networks
- Understanding of relevant statistical measures such as confidence intervals, significance of error measurements, development and evaluation data sets, etc.
Job summary
Interested in Alexa AI? We’re building the AI & ML based language solutions behind Amazon Echo and other Amazon products. Come join us
Key Responsibilities:
- Responsible for building machine learning based solutions for Natural Language Understanding capabilities of Alexa
- Research, experiment and build Proof Of Concepts advancing the state of the art in AI & ML in the area of Natural Language Understanding (NLU)
- Publish research papers in venues of repute; Conduct workshops, challenges in area of multi-lingual NLU
- Collaborate with the engineering, data science and other science teams to build novel solutions towards solving a customer problem
- Support on-call activities for critical issues
- Track record of diving into data to discover hidden patterns and conducting error/ deviation analysis
- Ability to develop experimental and analytic plans for data modeling processes, use of strong baselines, ability to accurately determine cause and effect relations
- Papers published in AI/ML venues of repute
- The motivation to achieve results in a fast-paced environment.
- Exceptional level of organization and strong attention to detail
- Comfortable working in a fast paced, highly collaborative, dynamic work environment
- Ability to think creatively and solve problems
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