Company Description
We're ASOS, the online retailer for fashion lovers all around the world.
We exist to give our customers the confidence to be whoever they want to be, and that goes for our people too. At ASOS, you're free to be your true self without judgement, and channel your creativity into a platform used by millions.
But how are we showing up? We're proud members of Inclusive Companies, are Disability Confident Committed and have signed the Business in the Community Race at Work Charter and we placed 8th in the Inclusive Top 50 Companies Employer list.
Everyone needs some help showing up as their best self. Let our Talent team know if you need any adjustments throughout the process in whatever way works best for you.
Job Description
We are looking for a Senior Machine Learning Engineer, with expertise in deep learning, to join our cross-functional AI Style Discovery team.
In this role, you will be a senior individual contributor who will be productionising machine learning systems that help our customers discover and shop complete outfits resonating with their personal style and current fashion trends. Our mission is to elevate the fashion experience and ship with high-scale ML capabilities.
What you'll be doing:
1. You will be part of an agile, cross-functional team building and improving our causal algorithms for the pricing and customer targeting space.
2. You will work alongside scientists to implement and deploy at-scale solutions for our hundreds of millions of customers/products, creating measurable impact across the business.
3. You will deploy batch and online machine learning models at high scale.
4. You will continually develop and improve our code and technology, actively contributing to new feature conception.
5. You will mentor and coach junior team members, supporting their technical growth.
6. You will contribute to the team's technical direction, establish ML standards, and promote quality across ASOS's ML community, sharing your expertise.
We believe in the value of in-person collaboration, which is why our approach includes spending at least 2 days a week in the office. This fosters faster decision-making, deeper connections, and a culture of growth, creation, and success.
Qualifications
About You
1. You have professional experience in machine learning with expertise in deep learning and its practical applications in production environments.
2. You are proficient with deep learning frameworks and distributed computing frameworks for large-scale models.
3. You have experience creating and managing multi-instance clusters for distributed and parallel training across GPUs, demonstrating data and model parallelism skills.
4. You understand software development lifecycles and engineering practices (Data pipelines, CI/CD, containerisation, observability), especially ML Ops principles, techniques, and tooling.
5. You are comfortable providing technical leadership, mentoring, and coaching to junior engineers, and contributing to wider engineering initiatives at ASOS.
Additional Information
BeneFITS
* Employee discount (hello ASOS discount!)
* ASOS Develops (personal development opportunities across the business)
* Employee sample sales
* Access to a vast array of LinkedIn learning materials
* 25 days paid annual leave plus a celebration day
* Discretionary bonus scheme
* Private medical care scheme
* Flexible benefits allowance, which can be taken as extra cash or used towards other benefits
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