Audio ML Data 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, AudioIndustries

Requirements

Minimum of 3 years of direct experience working with extensive audio datasets, including advanced data augmentation and preprocessing techniques for audio ML
Strong proficiency in Python for both ML model development and automating data pipelines
Proven expertise in building scalable data pipelines and employing ML frameworks (TensorFlow, Keras) with large-scale, complex datasets
Bachelor’s or Master’s degree in Electrical Engineering, Computer Science, or a related discipline (or equivalent practical experience in professional audio ML and data engineering)

Responsibilities

Design and manage audio data collection, curation, labeling, cleaning, and augmentation pipelines
Evaluate and implement scalable data augmentation techniques
Establish and maintain high-quality, well-versioned, and documented datasets essential for training, validation, and benchmarking of audio ML models
Build automated tools for monitoring and ensuring the quality and statistical diversity of audio data
Formulate and execute strategies for continuous improvement of existing datasets
Ensure the integrity and quality of Audio ML data pipelines and datasets, involving robust data augmentation and managing workflows for supervised, unsupervised, and semi-supervised ML audio applications
Collaborate with the team to develop and deploy Audio ML models, specifically targeting platforms with strict resource limitations (such as Tensilica DSP, ARM, and RISC-V)

Skills

Python

Audio ML

Data Pipelines

Data Augmentation

Data Preprocessing

ML Model Deployment

Tensilica DSP

ARM

RISC-V

Data Curation

Data Labeling

Data Cleaning

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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