At a Glance
- Tasks: Join our team to build and improve machine learning systems for fashion discovery.
- Company: ASOS, a leading online retailer empowering fashion lovers globally.
- Benefits: Enjoy employee discounts, flexible benefits, and 25 days paid leave plus a bonus scheme.
- Why this job: Make a real impact in fashion tech while mentoring the next generation of engineers.
- Qualifications: Expertise in deep learning and experience in production environments required.
- Other info: Be part of an inclusive culture that values creativity and personal growth.
The predicted salary is between 43200 - 72000 £ per year.
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.
We are looking for a Senior Machine Learning Engineer, with expertise in deep learning, to join our cross-functional Outfits Discovery team. In this role, you will be a senior IC who will be productionising machine learning systems that help our customers discover and shop complete outfits that resonate with both 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:
- You will be part of an agile, cross-functional team building and improving our causal algorithms for the pricing and customer targeting space.
- You will be working alongside scientists in driving the implementation and deployment of at-scale solutions for our hundreds of millions of customers/products, creating measurable impact across the business.
- You will be deploying batch and online machine learning models at high scale.
- You will be continually developing and improving our code and technology, taking an active role in the conception of brand-new features.
- You will be mentoring and coaching junior members of the team, supporting their technical progress.
- You will contribute to the team’s technical direction, establish ML standards, and drive quality across ASOS’s ML community, while sharing expertise gained from the team.
About You:
- You have professional experience in machine learning with expertise in deep learning methods and their practical applications in production environments.
- You possess mastery of deep learning frameworks and distributed computing frameworks for implementing large-scale deep learning models.
- You have proven ability to create and manage multi-instance clusters for distributed and parallel training across GPUs, demonstrating proficiency in data and model parallelism techniques.
- You have a strong understanding of software development lifecycles and engineering practices (Data pipelines, CI/CD, containerisation, observability) - specifically ML Ops principles, techniques and tooling.
- You’re comfortable providing technical leadership, mentoring, and coaching to more 1-2 junior engineers. You will contribute to wider engineering initiatives across ASOS.
Additional Information:
- Employee discount (hello ASOS discount!)
- Employee sample sales
- 25 days paid annual leave + an extra celebration day for a special moment
- Discretionary bonus scheme
- Private medical care scheme
- Flexible benefits allowance - which you can choose to take as extra cash, or use towards other benefits
- Opportunity for personalised learning and in-the-moment experiences that enable you to thrive and excel in your role.
Senior Machine Learning Engineer (Outfits) employer: ASOS
Contact Detail:
ASOS Recruiting Team
StudySmarter Expert Advice 🤫
We think this is how you could land Senior Machine Learning Engineer (Outfits)
✨Tip Number 1
Network like a pro! Reach out to current ASOS employees on LinkedIn or at industry events. A friendly chat can give you insider info and maybe even a referral, which can really boost your chances.
✨Tip Number 2
Prepare for the interview by brushing up on your deep learning knowledge and practical applications. Be ready to discuss your past projects and how they relate to ASOS's mission of enhancing the fashion experience.
✨Tip Number 3
Show off your personality! ASOS values authenticity, so don’t be afraid to let your true self shine through during interviews. Share your passion for fashion and technology, and how you can contribute to the team.
✨Tip Number 4
Apply directly through our website! It’s the best way to ensure your application gets seen by the right people. Plus, it shows you’re genuinely interested in being part of the ASOS family.
We think you need these skills to ace Senior Machine Learning Engineer (Outfits)
Some tips for your application 🫡
Show Your Passion for Fashion: When you're writing your application, let your love for fashion shine through! We want to see how your skills in machine learning can elevate the fashion experience for our customers. Make it personal and relatable!
Tailor Your CV: Just like you would style an outfit, tailor your CV to fit the role of Senior Machine Learning Engineer. Highlight your deep learning expertise and any relevant projects that showcase your ability to work at scale. We love seeing how your experience aligns with our mission!
Be Clear and Concise: Keep your application clear and to the point. Use bullet points where possible to make it easy for us to see your key achievements and skills. Remember, we’re looking for someone who can communicate complex ideas simply!
Apply Through Our Website: Don’t forget to apply through our website! It’s the best way for us to receive your application and ensures you’re considered for the role. Plus, it gives you a chance to explore more about ASOS and what we stand for!
How to prepare for a job interview at ASOS
✨Know Your Stuff
Make sure you brush up on your deep learning knowledge and the frameworks you're familiar with. Be ready to discuss specific projects where you've implemented machine learning models, especially in production environments. This will show that you not only understand the theory but can apply it practically.
✨Show Your Passion for Fashion
Since ASOS is all about fashion, it’s a good idea to express your enthusiasm for the industry. Think about how your skills can enhance the customer experience and contribute to the fashion world. Bring examples of how you've used technology to solve real-world problems in similar contexts.
✨Prepare for Technical Questions
Expect some technical grilling! Prepare to explain your approach to building and deploying machine learning systems, including your experience with CI/CD and ML Ops principles. Practise articulating complex concepts clearly, as this will demonstrate your ability to mentor junior engineers effectively.
✨Be Yourself
ASOS values authenticity, so don’t be afraid to let your personality shine through. Share your unique experiences and perspectives, and don’t hesitate to ask questions about the team culture and values. This will help you gauge if it’s the right fit for you too!