Audio Engineer

2 days ago

Sydney, New South Wales, Australia HCLTech Full time $104,000 - $130,878 per year

Job Description:

  • Develop and implement algorithms and software for efficient offline training and real-time inference of deep audio coding models.
  • Monitor and evaluate the performance of models in a production context and optimize them for accuracy, speed, size, and compute resource efficiency
  • Optimize AI models for deployment as standards reference code.
  • Profiling and testing of reference code in mobile architectures.
  • Design and implement custom tooling and strategies for the development and deployment of optimized deep learning models
  • Work closely with cross-functional teams, including product managers, engineers and researchers, to understand their workflows and design and implement optimized model optimization and deployment techniques.

Requirement:

  • Master's or PhD with 4 years of experience in Electrical Engineering, Computer Science or similar, with a focus on deep learning.
  • Strong theoretical and practical background in AI technologies.
  • Experience with exploration of new technologies: Researching and staying up to date with the latest machine learning technologies, frameworks and inference engines.
  • Experience optimizing deep learning algorithms for constrained environments, using techniques such as pruning, distillation, quantisation, etc.
  • 3 years of experience with frame works such as PyTorch/Onnx/NNAPI/TensorFlow/etc.
  • 3 years of experience with programming languages such as Python, C/C++, or Matlab
  • Experience with Embedded systems, Computer Architecture, high-performance computing
  • Experience working in a software development team and making use of good software practices, for example VCS and CI.
  • Background in Digital Signal Processing with focus on audio or speech signals.
  • Experience optimizing ML models for Inference using hardware acceleration is a plus.
  • Experience in audio and/or speech codecs is highly desirable.
  • Strong analytical and problem-solving skills
  • Strong communication skills and ability to work well in a team environment

Mandatory Skills:

  • Has worked with audio codecs
  • Has worked with deep learning recently
  • Has machine learning experience

  • Audio Sales Engineer

    4 days ago

    Sydney, New South Wales, Australia Axis Communications Full time

    Changes and questionsAxis Communications AB may update this information without prior notice.The date when this policy was last updated is specified below.If you have any questions regarding our usage of cookies, please contact us via email: .This document was last updated on 12 March 2021.time left to apply End Date: October 31, 2025 (30+ days left to...

  • Audio Sales Engineer

    7 days ago

    Sydney, New South Wales, Australia Axis Communications Full time

    Job Title Audio Sales Engineer Job Description Looking for a new start?Think bigger.Think AxisWe innovate for a smarter and safer worldJoin a growth company, new roleAbout the opportunityAs an Audio Sales Engineer, you will provide technical designs and solutions throughout the sales cycle to ensure our partners and customers know the full value of our audio...

  • Audio Sales Engineer

    4 weeks ago

    Sydney, New South Wales, Australia Axis Communications Full time

    Changes and questionsAxis Communications AB may update this information without prior notice. The date when this policy was last updated is specified below.If you have any questions regarding our usage of cookies, please contact us via email: dataprotection@axis.com .This document was last updated on 12 March 2021.time left to apply End Date: October 31,...

  • Audio Sales Engineer

    3 days ago

    Sydney, New South Wales, Australia Axis Communications Full time

    Job TitleAudio Sales EngineerJob DescriptionLooking for a new start?Think bigger.Think AxisWe innovate for a smarter and safer worldJoin a growth company, new roleAbout The OpportunityAs an Audio Sales Engineer, you will provide technical designs and solutions throughout the sales cycle to ensure our partners and customers know the full value of our audio...

  • Audio Sales Engineer

    2 weeks ago

    Sydney, New South Wales, Australia Axis Communications Full time

    Job Title Audio Sales Engineer Job DescriptionLooking for a new start? Think bigger.Think Axis We innovate for a smarter and safer world Join a growth company, new role About the opportunity As an Audio Sales Engineer, you will provide technical designs and solutions throughout the sales cycle to ensure our partners and customers know the full value of...

  • Audio Sales Engineer

    2 weeks ago

    Sydney, New South Wales, Australia Axis Communications Full time

    Job Title Audio Sales Engineer Job DescriptionLooking for a new start? Think bigger.Think Axis We innovate for a smarter and safer world Join a growth company, new role About the opportunity As an Audio Sales Engineer, you will provide technical designs and solutions throughout the sales cycle to ensure our partners and customers know the full value of...

  • Audio Sales Engineer

    3 days ago

    Sydney, New South Wales, Australia Axis Communications Full time

    Job Title Audio Sales Engineer Job Description Looking for a new start? Think bigger.Think AxisWe innovate for a smarter and safer world Join a growth company, new roleAbout The Opportunity As an Audio Sales Engineer, you will provide technical designs and solutions throughout the sales cycle to ensure our partners and customers know the full value of our...

  • Audio Sales Engineer

    1 day ago

    Sydney, New South Wales, Australia Axis Communications Full time

    Job TitleAudio Sales Engineer Job DescriptionLooking for a new start?Think bigger.Think AxisWe innovate for a smarter and safer worldJoin a growth company, new roleAbout the opportunityAs an Audio Sales Engineer, you will provide technical designs and solutions throughout the sales cycle to ensure our partners and customers know the full value of our audio...

  • Audio Sales Engineer

    2 weeks ago

    Sydney, New South Wales, Australia Axis Communications Full time

    Changes and questionsAxis Communications AB may update this information without prior notice. The date when this policy was last updated is specified below.If you have any questions regarding our usage of cookies, please contact us via email: .This document was last updated on 12 March 2021.time left to apply End Date: October 31, days left to apply)job...

  • Audio Sales Engineer

    2 weeks ago

    Sydney, New South Wales, Australia Axis Communications Full time

    Changes and questionsAxis Communications AB may update this information without prior notice. The date when this policy was last updated is specified below.If you have any questions regarding our usage of cookies, please contact us via email: dataprotection@axis.com .This document was last updated on 12 March 2021.time left to apply End Date: October 31,...