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Machine Learning Researcher, Deep Reinforcement Learning and Optimization
Machine Learning Researcher, Deep Reinforcement Learning and OptimizationQualcomm • Markham, York Region, CA
Machine Learning Researcher, Deep Reinforcement Learning and Optimization

Machine Learning Researcher, Deep Reinforcement Learning and Optimization

Qualcomm • Markham, York Region, CA
Il y a 13 jours
Type de contrat
  • Temps plein
Description de poste

Company

Qualcomm Canada ULC

Job Area

Engineering Group, Engineering Group >

Machine Learning Researcher

General Summary

At Qualcomm AI Research, we are advancing AI to make its core capabilities – perception, reasoning, and action – ubiquitous across devices. Our mission is to make breakthroughs in fundamental AI research and scale them across industries. By bringing together some of the best minds in the field, we’re pushing the boundaries of what’s possible and shaping the future of AI.

As Machine Learning Researcher at Qualcomm, you develop and quickly iterate on innovative research ideas, and prototype and implement them in collaboration with other researchers and engineers. You stay up to date with the latest research in the field and publish papers at scientific conferences. You create impact and engage with other teams to see your ideas deployed on millions of devices, such as mobile phones, AR / VR headsets, or autonomous vehicles.

We are currently looking for a Deep Learning researcher to help us advance the state‑of‑the‑art in the following two area :

Areas of Work

  • Advanced vision‑language‑action models, real‑world common sense and world modelling for embodied AI assistants and robotics, understanding and improving state‑tracking, sense of time, out‑of‑distribution generalization

Required Skills

  • Expert in Python and Pytorch
  • Preferred Qualification

  • Deep knowledge of recurrent networks and language modeling
  • Interest in and good understanding of reinforcement learning
  • Preferred Educational Requirements

  • PhD degree in Computer Science, Computer Engineering, Electrical Engineering and related areas
  • Minimum Qualifications

  • Master’s degree in Computer Engineering, Computer Science, Electrical Engineering, or related field and 2+ years of Hardware Engineering, Software Engineering, Systems Engineering, or related work experience.
  • PhD in Computer Engineering, Computer Science, Electrical Engineering, or related field.
  • 6+ months of experience developing and / or optimizing machine learning models, systems, platforms, or methods.
  • Applicants : Qualcomm is an equal opportunity employer. If you are an individual with a disability and need an accommodation during the application / hiring process, rest assured that Qualcomm is committed to providing an accessible process. You may e‑mail disability‑accomodations@qualcomm.com or call Qualcomm’s toll‑free number found here. Upon request, Qualcomm will provide reasonable accommodations to support individuals with disabilities to be able participate in the hiring process. Qualcomm is also committed to making our workplace accessible for individuals with disabilities. (Keep in mind that this email address is used to provide reasonable accommodations for individuals with disabilities. We will not respond here to requests for updates on applications or resume inquiries).

    Qualcomm expects its employees to abide by all applicable policies and procedures, including but not limited to security and other requirements regarding protection of Company confidential information and other confidential and / or proprietary information, to the extent those requirements are permissible under applicable law.

    To all Staffing and Recruiting Agencies : Our Careers Site is only for individuals seeking a job at Qualcomm. Staffing and recruiting agencies and individuals being represented by an agency are not authorized to use this site or to submit profiles, applications or resumes, and any such submissions will be considered unsolicited. Qualcomm does not accept unsolicited resumes or applications from agencies. Please do not forward resumes to our jobs alias, Qualcomm employees or any other company location. Qualcomm is not responsible for any fees related to unsolicited resumes / applications.

    If you would like more information about this role, please contact Qualcomm Careers.

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