Principal Audio ML engineer at Logitech

Chennai, Tamil Nadu, India

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Not SpecifiedCompensation

Expert & Leadership (9+ years)Experience Level

Full TimeJob Type

UnknownVisa

Technology, Consumer ElectronicsIndustries

Requirements

10+ years of experience working in audio signal processing/ML
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 DSP’s and NPU’s
Experience 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

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

Audio DSP

TinyML

Embedded ML

Python

TensorFlow Lite Micro

ONNX

Quantization

Linux

Docker

ARM

RISC-V

Tensilica DSP

CMSIS-NN

HiFi NNLib

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