Senior Audio ML engineer at Logitech

Chennai, Tamil Nadu, India

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Technology, Consumer ElectronicsIndustries

Requirements

7+ years of experience working in audio signal processing product teams
Hands-on experience porting neural network algorithms from intermediate representations such as Tensor Flow (TFLM), ONNX, etc., onto embedded targets using device-specific compilation tools and/or inference API’s
Deep understanding of on-device quantization techniques including post-training quantization, training-aware quantization, and mixed precision inference
Strong programming skills in C and Python
Conceptual understanding of how neural network operators map to embedded hardware accelerators such as DSPs and NPUs
Familiarity with Linux, Docker
Familiarity with CMSIS NN, HIFI NNLib is a plus
Familiarity with audio measurements and standard subjective/objective audio evaluation metrics
Experience communicating effectively in a cross-functional environment
Strong problem-solving, critical-thinking skills
Minimum Engineering degree in EE, CS, or equivalent practical experience
Experience working in hardware product teams from product concept to mass production (Preferred)
Good Audio listening skills and experience detecting audio artifacts (Preferred)

Responsibilities

Develop and implement model and inference on resource-constrained platforms like Tensilica DSP, ARM, and RISCV cores
Optimize and improve algorithm performance in real-world conditions, demonstrating innovative solutions to tough challenges
Work with cross-functional product teams to deliver seamless customer audio experiences

Skills

Key technologies and capabilities for this role

CPythonTensorFlow Lite MicroONNXTensilica DSPARMRISC-VQuantizationLinuxDockerCMSIS NNHIFI NNLibAudio Signal ProcessingEmbedded ML

Questions & Answers

Common questions about this position

Is this position remote?

Yes, this is a remote position.

What is the salary for this Senior Audio ML Engineer role?

This information is not specified in the job description.

What are the key required skills for this role?

Key requirements include 7+ years in audio signal processing, hands-on Tiny ML/Embedded ML experience porting neural networks to embedded targets, deep understanding of quantization techniques, strong C and Python programming skills, and conceptual understanding of neural network operators on embedded hardware.

What is Logitech's company culture like?

Logitech emphasizes values like Be Yourself, Be Open, Stay Hungry and Humble, Collaborate, Challenge, Decide and Just Do, and sharing passion for Equality and the Environment. They empower collaboration, foster play, and support a hybrid work model.

What makes a strong candidate for this position?

A strong candidate has 7+ years in audio signal processing, expertise in Tiny ML/Embedded ML and quantization for resource-constrained platforms, strong C/Python skills, and experience in cross-functional teams, with preferred skills in hardware product cycles and audio evaluation.

Logitech

Designs and sells computer peripherals and accessories

About Logitech

Logitech designs and manufactures computer peripherals and digital interaction tools, including keyboards, webcams, headsets, and mice. Their products enhance how users connect with the digital world, focusing on user experience and design. Logitech's offerings cater to a wide range of customers, from individual consumers to businesses and professional gamers, and are sold through various online and retail channels. What sets Logitech apart from competitors is their strong commitment to quality and continuous innovation, which allows them to meet the changing needs of their users and set industry standards. The company's goal is to improve digital interaction for everyone, ensuring customer satisfaction through excellent support and community engagement.

San Jose, CaliforniaHeadquarters

1981Year Founded

IPOCompany Stage

Consumer Software, Design, Consumer GoodsIndustries

5,001-10,000Employees