Sr. AI/ML Engineer, Video (R&D) at Logitech

Lausanne, Vaud, Switzerland

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Not SpecifiedCompensation

Senior (5 to 8 years), Expert & Leadership (9+ years)Experience Level

Full TimeJob Type

UnknownVisa

Technology, Consumer ElectronicsIndustries

Requirements

Min. 5 years of relevant work and/or academic experience in algorithm development (signal processing and AI/ML) with an emphasis on live video
Hands-on experience with the latest AI/ML (Deep Learning) techniques, models and toolchains, from architecture to training, evaluation, optimization and porting to embedded systems (Linux/Android) and clients (MacOS/Windows)
Experience training and scaling large models on distributed computing clusters (e.g., AWS, GCP, or institutional HPC clusters)
Familiarity with data engineering collection, generation, augmentation and governance
Experience with Software development best practices (SDLC) in embedded systems and host clients
Ability to collaborate in a cross-functional team spanning engineering, business and design
Keen interest in human-machine interactions
Pragmatic, innovative, curious & autonomous
Organized and good communication skills
Design, training, evaluation and optimization of deep neural networks, e.g. CNNs, RNNs, GANs, etc. Transformers and LLMs are a plus
Knowledge of loss modeling, multimodal training, supervised, unsupervised and self-supervised learning
Deep learning framework such as PyTorch, Tensorflow or TinyML, as well as ONNX models representation
Familiarity with cloud computing platforms or HPC environments for large-scale model training
General purpose programming languages, including Python, C/C++, C# and Java
SW development on embedded platforms such as ARM and embedded AI. SDLC

Responsibilities

Develop AI/ML algorithms and video pipelines across the entire model lifecycle: from design to training at scale, optimization, porting and deploying them to (embedded and hosted) target platforms
Working with a multidisciplinary team, champion best practices to turn cutting-edge research into robust and innovative solutions that define the future of human-machine interaction

Skills

Computer Vision

Video Processing

Machine Learning

Artificial Intelligence

Data Science

Software Development

Python

Deep Learning

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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