Audio Machine Learning Research Engineer

3 weeks ago

Hyderabad City Taluka, Pakistan Qualcomm Technologies, Inc Full time
Company:

Qualcomm India Private Limited

Job Area:

Engineering Group, Engineering Group > Systems Engineering

General Summary:

The Advanced Tech R&D team is looking for a research engineer passionate about machine learning applied to generative audio, video, and natural language use cases. You will collaborate with a team of machine learning experts to develop advanced technology and solutions for mobile phones, headsets, IoT devices, and cloud outlets. The team includes algorithm, hardware, and software engineers working together to develop, port solutions to prototypes showcased at tradeshows and customer events, and support product commercialization.

Responsibilities:
  1. Develop innovative machine learning algorithms for audio and speech generative models, publish papers, and file patents; aim for state-of-the-art performance in audio/NLP applications.
  2. Combine features from multi-modalities such as video, audio, sensors, and location.
  3. Demonstrate solutions to technical and business audiences, then work with commercialization teams to deploy solutions on Qualcomm platforms and customer devices.
Minimum Qualifications:
  • R&D experience with audio and speech generative networks, synthesis, restoration, and TTS models.
  • Familiarity with recent ML trends (diffusion models, U-Nets, Transformers, BERT, BART) and traditional statistical techniques.
Preferred Qualifications:
  • Experience developing generative models in audio and speech.
  • Proficiency in designing, implementing, and training DL algorithms using frameworks like PyTorch or TensorFlow.
  • Willingness for hands-on R&D in modeling audio, speech, and text data.
  • Experience working in cross-disciplinary, geographically dispersed teams.
Education Requirements:
  • Required: Master's degree in Computer Engineering, Computer Science, or Electrical Engineering.
  • Preferred: Doctorate in the same fields.
Experience:
  • At least 2 years of R&D experience in computer vision, image, NLP, or multimodal applications in academia or industry.
Additional Notes:

Qualcomm is an equal opportunity employer committed to accessibility and accommodation for individuals with disabilities. For accommodations, contact disability-accomodations@qualcomm.com. Qualcomm expects employees to adhere to all applicable policies, including security and confidentiality requirements.

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