Principal Machine Learning Engineer (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Principal Machine Learning Engineer (AI): Building and deploying advanced speech recognition models at scale with an accent on model optimization, production lifecycle management, and architectural leadership. Focus on translating cutting-edge research into performant, maintainable services while driving technical vision and mentoring engineering teams.
Location: Cambridge, United Kingdom (Hybrid: 2-3 days in office required)
Company
is a leading expert in Speech Intelligence, utilizing AI and Machine Learning to unlock value in human speech globally through scalable, accurate speech recognition technology.
What you will do
- Develop and deploy advanced ML models, ensuring they translate effectively into scalable production code.
- Optimize models for speed, accuracy, and cost-efficiency to enhance overall system performance.
- Integrate cutting-edge AI approaches into the existing ML stack and infrastructure.
- Define and enforce best practices for code quality, model lifecycle management, and CI/CD pipelines.
- Mentor engineers and cultivate a culture of technical excellence and innovation.
- Collaborate to co-define the long-term technical vision for ML initiatives.
Requirements
- Deep understanding of the modern ML stack, including contemporary transformer architectures and distributed training.
- Proven track record of deploying ML models at scale.
- Expertise in Python, ML frameworks (TensorFlow or PyTorch), and cloud platforms.
- Strong familiarity with MLOps principles, containerization (Docker, Kubernetes), and CI/CD pipelines.
- Must be able to work in a hybrid capacity in Cambridge, UK.
Nice to have
- Experience with speech-to-text or text-to-speech technologies.
- Contributions to open-source projects.
- Published research in top-tier conferences.
Culture & Benefits
- Flexible working environment with a focus on work-life balance.
- Comprehensive health benefits including private medical and dental coverage.
- Generous holiday allowance and pension matching.
- Learning and development support for career progression.
- Structured hybrid work policy designed to foster team synergy.
- Support for parents including parental leave and adoption assistance.
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