Senior Machine Learning Engineer (Deep Learning)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Senior Machine Learning Engineer (Deep Learning): Productionizing machine learning systems to help customers discover and shop complete outfits with an accent on deep learning and high-scale ML capabilities. Focus on deploying batch and online models at scale, implementing causal algorithms for pricing and targeting, and driving MLOps standards.
Location: Our HQ in London
Company
is a global online fashion retailer dedicated to providing customers the confidence to be themselves through technology and innovation.
What you will do
- Productionize machine learning systems for the Outfits Discovery team to improve outfit discovery and shopping experiences.
- Implement and deploy at-scale solutions for millions of customers and products, driving measurable business impact.
- Deploy batch and online machine learning models at high scale.
- Develop and improve causal algorithms for the pricing and customer targeting space.
- Mentor and coach junior team members to support their technical progress.
- Contribute to the team's technical direction and establish ML standards across the ML community.
Requirements
- Experience applying machine learning in production settings with exposure to deep learning techniques.
- Experience working with deep learning and distributed computing frameworks to support large-scale models.
- Familiarity with training models across multiple GPUs using distributed or parallel approaches.
- Solid understanding of software development lifecycles, including data pipelines, CI/CD, containerization, and observability.
- Experience or interest in MLOps tooling.
- Ability to provide technical guidance and mentorship to other engineers.
Culture & Benefits
- Exclusive employee discount and access to sample sales.
- 25 days paid annual leave plus an extra celebration day for special moments.
- Discretionary bonus scheme and private medical care scheme.
- Flexible benefits allowance and pension with matched contributions up to 5%.
- Personalized learning opportunities to enable professional growth.
- Summer hours: finish at 3pm on Fridays during June, July, and August.
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