Artificial Intelligence for Video Compression - Research Scientist
Qualcomm, CA, United States
Artificial Intelligence for Video Compression - Research Scientist
Company: Qualcomm
Salary: USD 150,000 - 200,000
General Summary:
Qualcomm's Multimedia R&D and Standards Group is seeking a candidate for the position of Video Compression Research Engineer with a focus on machine learning for video compression. You will join a world-renowned team of video compression experts who develop algorithms, hardware architectures, and systems for state-of-the-art applications of classical and machine learning methods in video compression, video processing, point cloud coding and processing, AR/VR and computer vision use cases. The ideal candidate will be a highly self-directed individual with strong creative and analytic skills, and a passion for machine learning and video compression technologies. This role offers the opportunity to contribute to groundbreaking advancements in video compression technology while working with a team of experts in a dynamic and collaborative environment.
We are considering candidates with various levels of experience. We are flexible on location and open to hiring anywhere, with preferred locations in the USA, Germany, and Taiwan.
Responsibilities:
- Contribute to the conception, development, implementation, and optimization of new Neural Networks based algorithms allowing improved video compression.
- Represent Qualcomm in the related standardization forums: JVET, MPEG Video, and ITU-T/VCEG.
- Document and present new algorithms and implementations in various forms, including standards contributions, patent applications, conference papers and presentations, and journal publications.
Ideal Candidate Skills/Experience:
- Developed innovative artificial intelligence/machine learning algorithms preferably related to data compression or computer vision.
- Knowledge of the theory, algorithms, and techniques used in video and image coding.
- Experience in video compression standards, such as VVC/H.266 or HEVC/H.265, is a significant benefit.
- Track record of successful research accomplishments demonstrated through published papers at leading conferences and/or patent applications.
- Excellent programming skills including Python and C/C++ combined with knowledge of at least one machine learning framework such as PyTorch.
- Strong written and verbal English communication skills, great work ethic, and ability to work in a team environment to accomplish common goals.
Qualifications:
- PhD or Master’s degree in Electrical Engineering, Computer Science, Physics, Mathematics, or similar fields.
- 1+ years of experience with programming languages such as C, C++, MATLAB, etc.
Minimum Qualifications:
- Bachelor's degree in Computer Science, Engineering, Information Systems, or related field and 4+ years of Hardware Engineering, Software Engineering, Systems Engineering, or related work experience.
- OR Master's degree in Computer Science, Engineering, Information Systems, or related field and 3+ years of Hardware Engineering, Software Engineering, Systems Engineering, or related work experience.
- OR PhD in Computer Science, Engineering, Information Systems, or related field and 2+ years of Hardware Engineering, Software Engineering, Systems Engineering, or related work experience.
Pay Range and Other Compensation & Benefits:
$158,400.00 - $237,600.00
The above pay scale reflects the broad, minimum to maximum, pay scale for this job code for the location for which it has been posted. Salary is only one component of total compensation at Qualcomm. We also offer a competitive annual discretionary bonus program and opportunity for annual RSU grants (employees on sales-incentive plans are not eligible for our annual bonus). Our highly competitive benefits package is designed to support your success at work, at home, and at play. Your recruiter will be happy to discuss all that Qualcomm has to offer.
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