At a Glance
- Tasks: Join our AI Trade Optimisation team to build impactful algorithms for pricing and customer targeting.
- Company: Votre Sommelier is a leader in leveraging data for innovative solutions in retail.
- Benefits: Enjoy employee discounts, personal development opportunities, and 25 days of paid leave!
- Why this job: Make a real impact with cutting-edge technology while mentoring junior talent in a collaborative environment.
- Qualifications: Expertise in machine learning, deep learning frameworks, and production code is essential.
- Other info: Opportunity to publish research at top conferences and work with unique datasets.
The predicted salary is between 48000 - 72000 £ per year.
Join to apply for the Senior Applied Scientist – 12 month FTC role at Votre Sommelier .
We are looking for a Senior Applied Scientist, with expertise in deep learning, to join our cross-functional AI Trade Optimisation team. We build algorithms and machine learning systems for pricing, customer targeting, and product understanding. To do so, we are able to leverage unique datasets of transactions and click streams for millions of ASOS customers and hundreds of thousands of products.
What Youll Be Doing
- You will be part of an agile, cross-functional team to build causal algorithms for the pricing, forecasting and customer targeting space.
- You will personally drive the design and implementation of algorithms that create measurable impact across the business. You will work independently to conduct R&D, lead stakeholder conversations, and conduct large-scale experiments to test hypotheses and drive product development.
- You will write production grade code, and contribute to the continual development and improvement of our codebases and technology, following best practices regarding MLOps.
- You will keep up to date with relevant state-of-the-art research, taking part in reading groups alongside other scientists, with the opportunity to publish novel prototypes for the business at top conferences.
- You will be mentoring and coaching junior members of the team, supporting their technical progress.
About You
- You have professional experience in machine learning and their practical applications in production environments. You are familiar with statistics, regression and ensemble methods, and have particular expertise with deep learning. Expertise and exposure to optimization, causal methods or reinforcement learning are a plus.
- You are comfortable working in Python and familiar with at least one deep learning framework (e.g., PyTorch, TensorFlow). Experience with distributed computing frameworks (e.g., Horovod, DeepSpeed) for training deep learning models is a plus.
- You have a solid understanding of software development lifecycles and engineering practices (including version control, data pipelines, CI/CD), and are able to write production-grade code.
- You are able to work independently to manage projects and deliver prototypes against a timeline. You also have experience managing non-technical business stakeholders and working collaboratively with other machine learning professionals.
- We are keen to speak to people who are comfortable with R&D, and would love to meet someone who has authored publications in top-tier machine learning conferences or journals (e.g. NeurIPS, ICLR, ICML, KDD, CVPR, ICCV, ECCV, ACL, EMNLP).
BeneFITS
- Employee discount (hello ASOS discount!)
- ASOS Develops (personal development opportunities across the business)
- Employee sample sales
- Access to a huge range of LinkedIn learning materials
- 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.
Seniority level
- Mid-Senior level
Employment type
- Full-time
Job function
- Science
- Industries
- Research Services
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Senior Applied Scientist - 12 month FTC employer: Votresommelier
Contact Detail:
Votresommelier Recruiting Team
StudySmarter Expert Advice 🤫
We think this is how you could land Senior Applied Scientist - 12 month FTC
✨Tip Number 1
Make sure to showcase your experience with deep learning frameworks like PyTorch or TensorFlow. Highlight any projects where you've implemented these technologies, as this will demonstrate your hands-on expertise.
✨Tip Number 2
Emphasize your ability to work independently and manage projects effectively. Share examples of how you've driven R&D initiatives or led experiments that resulted in measurable business impact.
✨Tip Number 3
If you have authored publications in top-tier machine learning conferences, make sure to mention them. This will not only highlight your expertise but also show your commitment to staying updated with the latest research.
✨Tip Number 4
Demonstrate your collaborative skills by discussing experiences where you've worked with non-technical stakeholders. This is crucial for the role, as you'll need to communicate complex ideas clearly to various team members.
We think you need these skills to ace Senior Applied Scientist - 12 month FTC
Some tips for your application 🫡
Understand the Role: Make sure to thoroughly read the job description for the Senior Applied Scientist position. Highlight the key responsibilities and required skills, such as expertise in deep learning and experience with Python.
Tailor Your CV: Customize your CV to reflect your relevant experience in machine learning, particularly in production environments. Emphasize any projects where you've built algorithms or worked with large datasets, as well as your familiarity with deep learning frameworks.
Craft a Compelling Cover Letter: Write a cover letter that showcases your passion for AI and machine learning. Discuss specific projects or research that align with the company's goals, and mention your experience mentoring junior team members, as this is a key aspect of the role.
Highlight Publications: If you have authored publications in top-tier machine learning conferences or journals, make sure to include them in your application. This will demonstrate your commitment to the field and your ability to contribute to cutting-edge research.
How to prepare for a job interview at Votresommelier
✨Showcase Your Deep Learning Expertise
Be prepared to discuss your experience with deep learning frameworks like PyTorch or TensorFlow. Highlight specific projects where you've implemented these technologies and the impact they had on the business.
✨Demonstrate Your R&D Skills
Since the role involves conducting research and development, come ready to share examples of past R&D projects. Discuss how you formulated hypotheses, conducted experiments, and what results you achieved.
✨Prepare for Technical Questions
Expect technical questions related to machine learning algorithms, statistics, and causal methods. Brush up on key concepts and be ready to explain them clearly, as well as how you've applied them in real-world scenarios.
✨Highlight Collaboration Experience
The role requires working with cross-functional teams and managing non-technical stakeholders. Share experiences that demonstrate your ability to communicate complex ideas effectively and collaborate with diverse teams.