Member of Technical Staff (Audio, AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Member of Technical Staff (Audio, AI): Training, evaluating, and deploying state-of-the-art multimodal audio models with an accent on model performance, robustness, and safety. Focus on optimizing end-to-end training and inference performance, profiling GPU bottlenecks, and implementing advanced scaling techniques like quantization and distillation.
Location: Multiple Locations, Switzerland
Company
(MAI) is a technological innovation hub creating powerful AI tools and products that transform how people live and work.
What you will do
- Design and maintain training data recipes, including sourcing, cleaning, labeling workflows, and versioning.
- Develop evaluation frameworks, gold sets, and regression suites to drive continuous quality improvements.
- Optimize end-to-end training and inference performance to meet latency, throughput, and cost targets.
- Profile system bottlenecks related to data loading, GPU utilization, and kernel efficiency.
- Implement optimizations such as batching, quantization, mixed precision, and model distillation.
- Collaborate with AI researchers and product managers to deliver high-impact solutions for products like MAI-Voice and MAI-Transcribe.
Requirements
- Master’s degree in Computer Science or equivalent technical experience.
- Experience building and maintaining training data pipelines (ingestion, cleaning, labeling, QA).
- Experience designing evaluation frameworks and performing systematic error analysis.
- Strong experimentation skills, including ablations and hypothesis-driven iteration.
- Proficiency in writing clean, maintainable, and well-documented code with a focus on performance and security.
- Must be based in or have valid work authorization for Switzerland.
Nice to have
- PhD in a relevant technical field.
- Previous contributions to or professional interest in audio processing.
Culture & Benefits
- Work within a small, fast-paced, and collaborative multimodal team.
- Environment that values creativity, efficiency, and a user-first approach.
- Commitment to a positive and inclusive team culture based on Microsoft's core values.
- Opportunity to work on cutting-edge AI products with immediate and far-reaching global impact.
Будьте осторожны: если работодатель просит войти в их систему, используя iCloud/Google, прислать код/пароль, запустить код/ПО, не делайте этого - это мошенники. Обязательно жмите "Пожаловаться" или пишите в поддержку. Подробнее в гайде →