Назад
Company hidden
1 час назад

Senior Machine Learning Scientist (ASR)

70 000 - 87 200
Формат работы
hybrid
Тип работы
fulltime
Грейд
senior
Английский
b2
Страна
France
Вакансия из списка Hirify.GlobalВакансия из Hirify Global, списка международных tech-компаний
Для мэтча и отклика нужен Plus

Мэтч & Сопровод

Для мэтча с этой вакансией нужен Plus

Описание вакансии

Текст:
/
TL;DR
Senior Machine Learning Scientist (ASR) (Audio Machine Learning): Building and shipping far-field speech recognition and wakeword detection models for Sonos Voice Control with an accent on speech processing, data strategy, and efficient production inference. Focus on designing streaming ASR architectures, adapting models to music and home-automation entities, and optimizing model performance across cloud and embedded hardware.

Location: Paris, France — hybrid, with 3 days in the office

Salary: €70,000–€87,200 per year

Company

hirify.global develops connected audio products and voice-control experiences for music control and content discovery.

What you will do

  • Design and train machine learning models for automatic speech recognition and wakeword detection.
  • Optimize models for music entities, loudspeaker control, and home automation.
  • Define data-generation, testing, and audio-augmentation strategies for far-field acoustic conditions.
  • Maintain scalable training and evaluation pipelines and ship models efficiently to production.
  • Set technical direction for the ASR domain and mentor team members on machine learning practices.
  • Collaborate with cloud backend and embedded engineering teams to optimize performance across hardware and deployment environments.

Requirements

  • 8+ years of experience in machine learning research and engineering for voice applications.
  • PhD or Master’s degree in computer science, a related technical field, or equivalent experience.
  • In-depth knowledge of speech processing, ASR, wakeword detection, audio features, RNN-T, and Transformers.
  • Experience owning the full model lifecycle from data generation and training through evaluation and production deployment.
  • Advanced Python and machine learning toolkit knowledge, including PyTorch.
  • Intermediate knowledge of Rust, C, or C++.

Nice to have

  • Experience with real-time, low-latency, streaming ASR.
  • Experience with model adaptation for large entity catalogs, including shallow-fusion biasing, rescoring, and error correction.
  • Understanding of far-field ASR acoustics and data augmentation.
  • MLOps and software engineering experience for efficient training and data infrastructure.

Culture & Benefits

  • Work with an experienced audio machine learning team within hirify.global Voice Control.
  • Collaborate across machine learning research, cloud backend, and embedded engineering.
  • Relocation assistance and work visa or residence permit sponsorship are not available.

Hiring process

  • Profile review followed by an update on the application status.
  • The hiring process may take time as candidates are evaluated carefully.

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 →