Principal Audio ML engineer

Job Description Logitech is the Sweet Spot for people who want their actions to have a positive global impact while having the flexibility to do it in their own way. Role Overview: You will join Logitech's Hardware Audio DSP and ML Product team to develop real-time Audio ML solutions that redefine customer audio experiences. The role requires a strong foundation in Audio Machine Learning and Digital Signal Processing. Responsibilities: - Lead and Develop Innovative audio signal processing solutions for Multi-Channel Speech enhancement, Acoustic echo cancellation, Audio event classification, Spatial Audio using deep learning techniques. - Lead and work on the end-to-end ML workflow from Data preparation, Model architecture design, Training, Deployment and evaluation of Audio ML targeting resource-constrained platforms such as Tensilica DSP, ARM, RISCV cores.and NPUs. - Optimize and enhance algorithm performance under real-world conditions by proposing innovative solutions to complex challenges. - Collaborate with cross-functional product teams to deliver seamless audio experiences for customers. Key Qualifications: - 10+ years of experience in Audio signal processing and Machine learning with a proven track record of successfully delivering robust Audio ML solutions on schedule. - Strong programming skills and hands-on experience using the following languages and ML frameworks: Python, C, TFL/LiteRT, Tensorflow, ONNX, PyTorch - Strong knowledge of Audio Quality and Intelligibility assessment objective and subjective metrics. Adept at identifying audio artifacts and showcasing excellent listening skills. - Strong leadership skills and experience working collaboratively with cross-functional teams. - Strong problem-solving and communication skills Additional Skills: - Deep understanding of state-of-the-art quantization techniques (e.g., training-aware quantization or mixed precision) to improve runtime efficiency. - Identify and resolve performance bottlenecks in ML inference on embedded systems. - Experience working on consumer audio products in the full hardware product lifecycle, including mass production. - Passionate about Audio ML, being hands on and seeing your work come to life. - Staying on top of emerging trends. Across Logitech we empower collaboration and foster play. We help teams collaborate/learn from anywhere, without compromising on productivity or continuity so it should be no surprise that most of our jobs are open to work from home from most locations. Our hybrid work model allows some employees to work remotely while others work on-premises. Within this structure, you may have teams or departments split between working remotely and working in-house. Logitech is an amazing place to work because it is full of authentic people who are inclusive by nature as well as by design. Being a global company, we value our diversity and celebrate all our differences. Don't meet every single requirement Not a problem. If you feel you are the right candidate for the opportunity, we strongly recommend that you apply. We want to meet you We offer comprehensive and competitive benefits packages and working environments that are designed to be flexible and help you to care for yourself and your loved ones, now and in the future. We believe that good health means more than getting medical care when you need it. Logitech supports a culture that encourages individuals to achieve good physical, financial, emotional, intellectual and social wellbeing so we all can create, achieve and enjoy more and support our families. We can't wait to tell you more about them being that there are too many to list here and they vary based on location. All qualified applicants will receive consideration for employment without regard to race, sex, age, color, religion, sexual orientation, gender identity, national origin, protected veteran status, or on the basis of disability. If you require an accommodation to complete any part of the application process, are limited in the ability, are unable to access or use this online application process and need an alternative method for applying, you may contact us toll free at +1-510-713-4866 for assistance and we will get back to you as soon as possible.