R&d Engineer (ml) Audio Systems

Year    Hyderabad, Telangana, India

Job Description


:Company: Qualcomm India Private LimitedJob Area: Engineering Group, Engineering Group
Systems EngineeringGeneral Summary:QCT Multimedia R&D team is looking for a motivated engineer interested in design and implement new speech and audio ML models for headsets, XR devices and other consumer electronics products. You will be working with a team of ML experts to develop advanced noise suppression (NS), adaptive noise cancellation (ANC) and hearing assistive algorithms. The team includes ML experts who are bringing ML based solutions to consumer electronic products. It is a great opportunity to learn how to design ML models which work on products you can buy on stores.Responsibilities:

  • Work with R&D engineers to help to design, evaluate, and demo new speech and audio features containing machine learning approaches.
  • After successful proof the algorithm performance, you will develop a demo prototype and work with various teams to commercialize the new feature, on this process you will:
  • Translate feature requests into sets of engineering requirements.
  • Review existing state of the art methods in the literature and propose potential solution directions.
  • Train new ML models using PyTorch (preferable) or TensorFlow for the target application.
  • Demonstrate effectiveness of proposed solution through performance evaluations.
Minimum Qualifications
  • Bachelor\xe2\x80\x99s degree with 2 years of experience or master\xe2\x80\x99s degree in electrical engineering, Information Systems, Computer Science, or related field.
  • Coding experience in Python.
  • Knowledge of one of the NN training frameworks: PyTorch (preferred) and TensorFlow.
  • Familiar with common neural network architectures, namely LSTMs, CNNs, RNNs, etc.
Preferred Qualifications
  • Coding experience in Matlab.
  • Interested in working with cutting edge applications and learn how to make them products.
  • Willing to work in cross disciplinary, geographically dispersed teams.
  • Knowledge of traditional signal processing theory on any of the following:
  • Active noise control
  • Acoustic Echo cancellation and noise suppression
  • Adaptive filtering for audio applications
Minimum Qualifications: \xe2\x80\xa2 Bachelor\'s degree in Engineering, Information Systems, Computer Science, or related field and 2+ years of Systems Engineering or related work experience.
OR
Master\'s degree in Engineering, Information Systems, Computer Science, or related field and 1+ year of Systems Engineering or related work experience.
OR
PhD 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\xe2\x80\x99s 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: 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

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Job Detail

  • Job Id
    JD3309194
  • Industry
    Not mentioned
  • Total Positions
    1
  • Job Type:
    Full Time
  • Salary:
    Not mentioned
  • Employment Status
    Permanent
  • Job Location
    Hyderabad, Telangana, India
  • Education
    Not mentioned
  • Experience
    Year