1 день назад
Senior Machine Learning Engineer (Search & Recommendations)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Machine Learning Engineer (Search & Recommendations): Building and operating large-scale machine learning systems for search, ranking, recommendation and personalised shopping experiences with an accent on production reliability, scalability and real-time adaptation. Focus on designing distributed training and GPU-based systems, deploying batch and real-time models, and solving complex engineering problems across machine learning and deep learning.
Company
is an online fashion retailer serving customers around the world through a technology-driven shopping platform.
What you will do
- Design, build and improve machine learning systems for search, ranking, recommendations and personalisation.
- Develop, deploy and maintain batch and real-time machine learning models in production.
- Collaborate with Applied Scientists, Machine Learning Engineers, Software Engineers and Product Managers.
- Build recommendation capabilities for experiences such as Similar Items, People Also Viewed and personalised customer journeys.
- Improve the codebase, engineering practices and machine learning standards across the wider ML community.
- Mentor engineers through coaching, knowledge sharing and technical collaboration.
Requirements
- Experience applying machine learning and deep learning techniques in production environments.
- Experience with deep learning frameworks, distributed computing technologies, distributed training infrastructure, GPU-based training and parallelisation.
- Strong software engineering fundamentals, development lifecycle knowledge and MLOps experience.
- Experience developing reliable and scalable machine learning systems in production.
- Technical leadership, mentoring, collaboration and communication skills across engineering, science and product teams.
Culture & Benefits
- 25 days of paid annual leave plus an additional celebration day.
- Private medical care, pension contributions matched up to 5% and a discretionary bonus scheme.
- Employee discount, sample sales and a flexible benefits allowance.
- Personalised learning and career development opportunities.
- Summer hours with an early finish on Fridays during June, July and August.
- Free shuttlebus service between Watford station and the Leavesden office for eligible office-based employees.
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