Ville : Vancouver

Catégorie : See Posting

Industrie : Technology

Employeur : Microsoft

Principal Applied scientist - Reinforcement learning

The Intelligent Conversation and Communications Cloud AI group applies machine learning to problems in advanced teleconferencing scenarios that are used by hundreds of millions of customers worldwide (via Teams, Skype and Skype for Business). We develop technologies and do applied research and development to enable better customer experiences for real-time collaboration. We are seeking a highly capable principal applied scientist who is passionate about software engineering, data, machine learning applications and driven to make an impact for millions of customers.

About the Role

As an applied machine learning team we build state of the art ML components to run at scale on edge and server devices leveraging data. The team emphasizes continual learning  and work with state of the art researchers in Microsoft Research. The role is well suited to individuals wanting to apply and improve their skill set.

Responsibilities

Responsibilities

• Research, deploy machine learning solutions to improve Skype/Teams real-time collaboration quality and reliability
• Design, develop, and own components, tools, platforms, and systems for real-time media communication and collaboration.
• Drive independent investigations resulting in shipping product code, patents, and publications.
• Technical project leadership and mentorship

Qualifications

Required qualifications:

• 8+ years of experience developing and shipping machine learnt software solutions.
• 2+ years developing and shipping reinforcement learning solutions for agents operating in complex environments
• Ph.D. in Computer Science, Mathematics, Physics, Electrical Engineering, or Masters plus equivalent work experience

Preferred Qualifications:

• Deep knowledge of machine learning principals to solve complex problems.
• Strong system software development skills, with a long-range system view that leverages development ranging from rapid research prototypes to carefully architected complex systems

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Microsoft is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to age, ancestry, color, family or medical care leave, gender identity or expression, genetic information, marital status, medical condition, national origin, physical or mental disability, political affiliation, protected veteran status, race, religion, sex (including pregnancy), sexual orientation, or any other characteristic protected by applicable laws, regulations and ordinances. If you need assistance and/or a reasonable accommodation due to a disability during the application or the recruiting process, please send a request via the Accommodation request form.

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