Applied Scientist, Alexa Connected Devices

Amazon.Com, Inc. Seattle , WA 98113

Posted 2 months ago

Devices ER (ER for Entity Resolution) team is part of the Alexa org. We are responsible for determining which devices and device features customers are referencing when asking Alexa to control their devices with directives such as "turn on the lights," "start the gentle cycle," and "set the temperature to 72 degrees." Our challenges are to allow Alexa act like human and communicate naturally with customer, especially for complex and implicit utterances. To overcome our challenges, we need to implement state-of-the-art NLP models and leverage multiple big data repositories.

As an Applied Scientist you will work with talented peers to develop novel algorithms and modeling techniques to advance the state of the art in spoken language understanding. Your work will directly impact our customers in the form of products and services that make use of speech and language technology. You will leverage Amazon's heterogeneous data sources and large-scale computing resources to accelerate advances in spoken language understanding.

  • You lead the design, implementation, and successful delivery of large, critical, or difficult scientific solutions involving a significant amount of work. These efforts can be new solutions or a refactor of existing solutions. You heavily influence the design and write a significant portion of the "critical-path" code.

  • You have detailed knowledge of the work done by your team and proactively drive utilization and improvement upon the state-of-the-art. You work to improve consistency and integration between your solutions and related solutions (owned by other teams).

  • You influence your team's science and business strategy by making insightful contributions to team priorities and approach. You take the lead in identifying and solving ambiguous problems, science deficiencies, or areas where your team's solutions bottlenecks the innovation of other teams. You make solutions simpler.

  • You are able to communicate your ideas effectively to achieve the right outcome for your team and customer. You harmonize discordant views and lead the resolution of contentious issues (build consensus).

  • You provide insightful reviews (e.g., code, component design, scientific papers). You lead science reviews for your team and actively participate in science reviews of related science or other teams at your location.

  • Your solutions, code, designs, and scientific artifacts (e.g., papers) set a great example to others. You work very efficiently and routinely deliver the right things.

  • You demonstrate influence over 1-2 teams, either via a collaborative effort or by increasing their scientific knowledge, usage of advanced or specialized techniques, or engineering best practices.

  • You are involved in the broader scientific community. E.g. you give invited talks, guest lectures, review for conferences or journals

  • You actively participate in the hiring process as well as mentor others - improving their skills, their knowledge of your solutions, and their ability to get things done.

BASIC QUALIFICATIONS

  • PhD or equivalent Master's Degree plus 4+ years of experience in CS, CE, ML or related field

  • 2+ years of experience of building machine learning models for business application

  • Experience programming in Java, C++, Python or related language

  • Master's degree in Computer Sciences, Computer and Electrical Engineering, Mathematics, or related field with 2+ years industry experience

  • Experience building natural language processing systems

  • Experience with underlying ML techniques and algorithms development

  • Familiar with programming languages such as C/C++, Java, Perl or Python.

  • PhD or equivalent Master's Degree plus 4+ years of experience in CS, CE, ML or related field

  • 2+ years of experience of building machine learning models for business application

  • Experience programming in Java, C++, Python or related language

  • PhD or equivalent Master's Degree plus 4+ years of experience in CS, CE, ML or related field

  • 2+ years of experience of building machine learning models for business applications

  • Programming experience with at least one modern language such as Python, Java, or C++

  • PhD degree in Computer Sciences, Computer and Electrical Engineering, or Mathematics with specialization in natural language processing or machine learning

  • 3+ yrs. experience in building natural language processing systems (e.g. commercial speech products or government speech projects)

  • Solid Machine Learning background and familiar with standard machine learning techniques

  • Scientific thinking and the ability to invent, a track record of thought leadership and contributions that have advanced the field

  • Solid software development experience

  • Good written and spoken communication skills

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Applied Scientist, Alexa Connected Devices

Amazon.Com, Inc.