3 дня назад
Senior Machine Learning Engineer (Speech AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Machine Learning Engineer (Speech AI): Building and deploying large self-supervised and speech recognition models for a world-leading Speech AI platform with an accent on transformer architectures, distributed training, and modern model-serving practices. Focus on optimizing inference through dynamic batching, flash attention, and speculative decoding while delivering complex R&D projects and mentoring engineers.
Location: London, England, United Kingdom; hybrid arrangement with 2–3 designated office days each week
Company
develops Speech Intelligence and Voice AI technology that uses machine learning to unlock value from human speech across industries and customer use cases.
What you will do
- Contribute to complex research and development projects with a diverse group of engineers.
- Train diverse speech and self-supervised models to improve speech recognition accuracy.
- Support the deployment of machine learning models into production using strong software engineering and model-serving practices.
- Stay current with developments in machine learning and deliver high-impact projects.
- Collaborate across departments and mentor team members where appropriate.
Requirements
- Demonstrated experience pursuing ambitious research and development agendas collaboratively.
- Strong understanding of the modern machine learning stack and its direction.
- Knowledge of contemporary transformer architectures, including GQA and KV-caching, and their best practices.
- Experience with distributed training techniques.
- Familiarity with inference optimization strategies such as dynamic batching, flash attention, and speculative decoding.
- Careful attention to detail combined with an understanding of broader company goals.
Nice to have
- Publications in top-tier conferences.
- Contributions to popular open-source repositories.
- Technical writing demonstrated through relevant publications or blogs.
Culture & Benefits
- Focus Fridays provide an undisturbed day for concentrated work, balanced with Together Tuesdays for team meetings.
- Training and development support is available across career stages.
- Benefits include private medical and dental coverage, generous holiday allowance, pension or 401(k) matching, and a home-working allowance for technology or office equipment.
- Additional support includes flexible working, company lunches, birthday celebrations, global working opportunities, and parental leave provisions that vary by location.
- An inclusive environment welcomes different experiences, viewpoints, and identities.
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