Retail Foundation is a startup that provides an all-in-one cloud solution for the e-commerce industry to capture, enrich, and distribute product content at scale. We use AI and workflow automation to help our customers improve their product information management. As a spin-off of a consulting firm, we already have a large e-commerce company as a customer.
We are looking for 2 experienced Machine Learning Engineers (one in Berlin and another in Vietnam) to join our team and help us develop further our deep learning models for image processing and classification.
Tasks
As part of our Product and AI team, you will:
- Build, train, deploy and monitor machine learning models in production
- Build MLOps pipelines for machine learning workflows automation
- Work closely with the team to define solutions to concrete and diverse business use-cases
- Work with labeled as well as unstructured data
- Keep an eye on the latest research and tools to increase the knowledge of the team
- Work together with colleagues in Germany and Vietnam
Requirements
– You master at least one machine learning framework (Pytorch is strongly preferred, additional frameworks are a plus)
– you can write production-quality code in Python
– ideally, you have worked on multiple computer vision problems (especially classification and matting/segmentation).
- Experience – You have experience with computer vision problems and deep learning pipelines, in particular in the context of image classification, object/character detection and recognition, and image segmentation in e-commerce domain.
- Collaboration – You are a team player and have worked in cross-functional teams before; you bring new ideas and ensure best practices are applied at every step.
- Academic skills – You are comfortable with reading research papers and evaluating their relevance to the use case at hand.
- Problem solving – You keep a pragmatic approach and evaluate an array of solutions to a given issue: start simple and experiment.
- Organization – You work in an iterative and structured approach, with a focus on value for the clients and the company.
- Languages – You are fluent in English as we are an international team. Some German knowledge is a plus but not a requirement.
- You have the work right in either Germany or Vietnam.
Benefits
- We have flat hierarchies and codetermination, just as you would expect from a startup. You will have the opportunity to contribute your ideas and make a great impact on the company's direction
- We offer a flexible work policy, which allows you to have the autonomy to schedule your work around your other commitments and personal needs. This can include options such as flexible working hours, remote work options and the ability to adjust start and finish times to suit individual needs
- We offer generous vacation days, so you can take the time you need to recharge and come back to work refreshed
- Our team places a strong emphasis on building a positive and cohesive culture. That's why you'll often find our team's social activities in and outside the office that are connected to international culture. These activities provide an opportunity for us to bond, have fun, and be friends outside of work hours
- Endless supply of delicious refreshments - enjoy complimentary gourmet coffee, beverages, snacks, and fresh fruits
- Our office space is centrally located in Berlin or in Ho Chi Minh City, providing a modern and comfortable environment for you to do your best work
- For Berlin-based employees, we offer the opportunity to work in our second office in Ho Chi Minh City, this will give you the chance to gain international experience and expand your professional horizons