Audio ML Engineer at Logitech

Lausanne, Vaud, Switzerland

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Not SpecifiedCompensation

Mid-level (3 to 4 years)Experience Level

Full TimeJob Type

UnknownVisa

Technology, Hardware, Consumer ElectronicsIndustries

Requirements

Audio ML Expertise (3+ Years): Hands-on experience across the entire Audio ML lifecycle, including model training, tuning, quantization (PTQ and QAT), and deployment to production
ML Framework Proficiency: Advanced skills in ML frameworks (e.g., TensorFlow, Keras, PyTorch) with a history of successfully shipping production-ready Audio ML models
Embedded Optimization: Demonstrated success in optimizing model inference performance specifically for resource-constrained embedded systems
Strong Programming & Best Practices: Excellent programming skills in Python and C, coupled with experience in code optimization and adherence to rigorous software best practices
Audio Data Augmentation: Experience with audio data augmentation techniques, including the ability to design, implement, and evaluate custom augmentation pipelines
ML Stack Debugging: Proficiency in Linux-based compute environments and experience debugging common ML training stack issues (e.g., OOM issues, CUDA errors, library conflicts)
Bachelor’s or Master’s degree in Electrical Engineering, Computer Science, or a closely related field (equivalent practical experience considered; advanced degrees or continuing education in audio ML highly valued)

Responsibilities

Develop production-ready Audio ML models, leveraging multi-sensor data from the product
Ensure these models are deployed for efficient inference on resource-constrained platforms by employing optimization techniques, including Post-Training Quantization (PTQ), Quantization-Aware Training (QAT), pruning etc
Develop and implement highly optimized Audio ML models for efficient deployment on resource-constrained embedded platforms (e.g., ARM, Tensilica DSP, RISC-V, NPUs)
Utilize techniques like quantization (PTQ and QAT), and pruning to ensure effective on-device inference
Architect, optimize, and improve algorithm performance in complex real-world audio environments
Propose and implement novel solutions to challenging technical problems
Collaborate with various product teams to guarantee a premium and seamless customer audio experience

Skills

Audio ML

Machine Learning

PTQ

QAT

Pruning

Embedded Systems

ARM

Tensilica DSP

RISC-V

NPUs

Model Training

Model Deployment

Quantization

Speech Enhancement

Audio Enhancement

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

Benefits

Comprehensive medical, dental, and vision

Life insurance, and short- and long-term disability

Flexible spending accounts for health care, dependent care and commuter expenses

Generous paid time off and holidays

Employee Assistance Program

Wellness programs and gym/sport benefits & discounts

Company social events

Logitech product discounts

Tuition reimbursement plan

Fun environment - take a break and play a game!

Retirement plan benefits

Risks

Increased competition from brands like Razer and Corsair in gaming peripherals.

Supply chain vulnerabilities affect availability of crucial semiconductor components.

Stricter EU environmental regulations may increase production costs for Logitech.

Differentiation

Logitech's diverse brand portfolio caters to various consumer and enterprise needs.

The company is recognized for its innovative design and user experience focus.

Logitech's commitment to sustainability enhances its brand reputation.

Upsides

Growing demand for remote work solutions boosts sales of webcams and headsets.

The gaming industry's growth supports increased sales of Logitech's gaming peripherals.

Rising content creation platforms drive demand for Logitech's streaming equipment.

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