Machine Learning Researcher

MaC VC; San Diego (CA); Presencial; USD 159 000 - 239 000; Tempo integral

Resumo da oferta

Qualcomm Technologies, Inc. is seeking a Machine Learning Researcher to conduct fundamental ML research and develop innovative models and training methods for edge, mobile, and cloud platforms.

The role emphasizes research contributions, collaboration with cross-functional teams, and publication of findings. Qualified candidates will have advanced degrees and ML research experience, with potential for leadership interactions and impact across product areas.

Qualificações

• Master's degree in a related field with 2+ years of hardware, software, or systems engineering experience.
• PhD in a related field is acceptable.
• 6+ months of academic/work experience developing or optimizing ML models, systems, platforms, or methods.

Responsabilidades

• Applies Machine Learning knowledge to conduct fundamental research to create new models or training methods in various technology areas.
• Drives systems innovations for model efficiency advancement on device as well as in the cloud, including auto-ML methods for the creation and optimization of efficient models.
• Performs platform research to enable new machine learning compute paradigm (e.g., compute in memory, on-device learning/training, edge-cloud distributed/federated learning, and quantum machine learning).
• Develops and publishes research findings in the form of presentations and conference papers.
• Conducts research on machine learning and develops innovative or patentable ideas for new solutions.
• Develops, tests, optimizes, and documents complex new or updated machine learning algorithms, models, and methods that are aligned with research strategies.

Conhecimentos

Machine Learning

Research Experience

Formação académica

Master's degree in Computer Engineering, Computer Science, Electrical Engineering, or related field

PhD in Computer Engineering, Computer Science, Electrical Engineering, or related field

Descrição da oferta de emprego

Company

Qualcomm Technologies, Inc.

Job Area

Engineering Group, Engineering Group > Machine Learning Researcher

General Summary

As a leading technology innovator, Qualcomm pushes the boundaries of what's possible to enable next-generation experiences and drives digital transformation to help create a smarter, connected future for all. As a Qualcomm Machine Learning Researcher, you will conduct fundamental research that creates innovative machine learning methodology that achieves beyond state-of-the-arte performance. Qualcomm Engineers collaborate with cross-functional teams to enhance the world of mobile, edge, auto, and IOT products through machine learning research.

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.

OR

• PhD in Computer Engineering, Computer Science, Electrical Engineering, or related field.

• 6+ months of academic and/or work experience developing and/or optimizing machine learning models, systems, platforms, or methods.

Preferred Qualifications

• PhD in Computer Engineering, Computer Science, Electrical Engineering, or related field.
• 2+ publications at a machine learning conference.
• 2+ years of experience working in a large matrixed organization.
• 1+ year of work experience in a role requiring interaction with senior leadership (e.g., Director and above).
• 1+ year experience with machine learning research related to new models, systems innovations, platforms, or methodology.

Principal Duties And Responsibilities

• Applies Machine Learning knowledge to conduct fundamental research to create new models or training methods in various technology areas (e.g., deep generative models, Bayesian deep learning, equivariant CNNs, Bayesian optimizations, reinforcement learning, unsupervised learning, and graph NNs).
• Drives systems innovations for model efficiency advancement on device as well as in the cloud, including auto-ML methods for the creation and optimization of efficient models (e.g., model compression, quantization, architecture search, and kernel/graph compiler/scheduling).
• Performs platform research to enable new machine learning compute paradigm (e.g., compute in memory, on-device learning/training, edge-cloud distributed/federated learning, and quantum machine learning).
• Develops and publishes research findings in the form of presentations and conference papers.
• Conducts research on machine learning and develops innovative or patentable ideas for new solutions.
• Develops, tests, optimizes, and documents complex new or updated machine learning algorithms, models, and methods that are aligned with research strategies.

Level Of Responsibility

• Works independently with minimal supervision.
• Decision-making may affect work beyond immediate work group.
• Requires verbal and written communication skills to convey information. May require basic negotiation, influence, tact, etc.
• Has a moderate amount of influence over key organizational decisions (e.g., is consulted by senior leadership to make key decisions).
• Tasks require multiple steps which can be performed in various orders; some planning, problem-solving, and prioritization must occur to complete the tasks effectively.

Qualcomm is an equal opportunity employer.

EEO Employer: Qualcomm is an equal opportunity employer; all qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, Veteran status, or any other protected classification.

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.

Pay Range And Other Compensation & Benefits

$159,100.00 - $238,700.00

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. Even more importantly, please note that 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). In addition, our highly competitive benefits package is designed to support your success at work, at home, and at play.

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