Machine Learning Research Engineer

2 weeks ago

Hyderabad, Telangana, India Qualcomm Full time

Company:

Qualcomm India Private LimitedJob Area:
Engineering Group, Engineering Group >

Systems Engineering

General Summary:


The Advanced Tech R&D team is looking for a research engineer with a passion for machine learning applied to generative audio, video, and natural language use cases.

You will be working with a team of machine learning experts to develop advanced technology and solutions for mobile phones, headsets, and variety of IoT devices as well as cloud outlets.

The team includes and works with algorithm, hardware and software engineers across company to develop, port newly designed solutions to real live prototypes shown at tradeshows and other customer events, and support commercialization activities in upcoming products.


Responsibilities:

  • Develop innovative machine learning algorithms for Audio and speech generative models,; file corresponding papers and patent disclosures; achieve state-of-the-art performance and beyond in various /audio/NLP applications
  • Combine features from multi-modalities such as video, audio, sensors, and location
  • After successful demos to technical and business audiences, work with commercialization teams to transfer and deploy newly developed solutions onto Qualcomm platforms and customer devicesMinimum Qualifications
  • R&D experience of audio and speech generative networks, audio/speech synthesis, speech restoration, text to speech kind of models
  • Familiarity with recent trends in machine learning (diffusion models, U-Nets, Transformer, BERT, BART, etc.) and traditional statistical modeling/feature extraction techniquesPreferred Qualifications
  • R&D experience developing generative models in audio and speech
  • Proficiency in designing, implementing and training DL algorithms in high-level languages/frameworks (e.g. PyTorch, TensorFlow)
  • Willingness to engage in hands-on R&D in modeling of audio/speech/text data

Working in cross disciplinary, geographically-dispersed teamsEducation Requirements Required:
Master's degree in Computer Engineering / Computer Science / Electrical EngineeringPreferred:
Doctorate, Computer Engineering / Computer Science / Electrical Engineering2+ years of R&D experience in Computer Vision/image/NLP/multimodal applications in academic/industryKeywords:
machine learning, generative models, computer vision, video understanding, image captioning, audio captioning, multimodal understanding, text-to-audio, audio-to-text, natural language processing, multimodal learning, visual language models, audio analyticsMinimum Qualifications:

  • Bachelor's degree in Engineering, Information Systems, Computer Science, or related field.
Applicants
:

If you need an accommodation, during the application/hiring process, you may request an accommodation by sending email toAlthough this role has some expected minor physical activity, this should not deter otherwise qualified applicants from applying.

If you are an individual with a physical or mental disability and need an accommodation during the application/hiring process, please call Qualcomm's toll-free number found for assistance.

Qualcomm will provide reasonable accommodations, upon request, to support individuals with disabilities as part of our ongoing efforts to create an accessible workplace.

Qualcomm is an equal opportunity employer and supports workforce diversity.

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
:
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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.

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