Senior Data Scientist

• Degree/Master's in Computer Engineering, Data Science Engineering, or similar.

• At least 5 years of experience developing in Python or another object-oriented language.

• Experience in the use and production deployment of libraries focused on Deep Learning such as TensorFlow or PyTorch.

• Solid knowledge in Machine Learning and neural networks. Architectures and evaluation methods.

• Experience prototyping software solutions based on Machine Learning and the ability to define the experimentation necessary in this type of project. We positively value having led the end-to-end development of a project from the prototype phase to production deployment and maintenance.

• We highly value knowledge of programming best practices and software development: tests, automation, CI pipelines (Jenkins), etc.

• We value having worked with the previously mentioned cloud services.

• Immediate hiring with a permanent contract.

• 35% discount on all our lines.

• You will be able to train technically on platforms such as Udemy, among others, as well as in languages and skills for your personal development. We will support you so you can keep growing professionally and personally!

• Referral policy: you can participate in bringing talent into our teams, and we will reward you for it!

• Free company transport from Barcelona and the Vallès area to our headquarters.

• Fitness room and changing rooms in case you like to do sports in your free time

• Workshops, meetups, communities of practice, team buildings and company meetings.

• Flexible compensation package with tax advantages: health insurance, training, meal discount, childcare, etc.

• Dining room and kitchen service at the headquarters. The company subsidizes part of the daily menu, as well as coffee shop items.

• On-site medical service at the headquarters.

As a Senior Data Scientist specialized in retail-fashion, you will be part of the team working on the research, definition, prototyping, development, and production deployment of solutions based on AI algorithms.

• You will understand the problems/difficulties faced by the different planning, purchasing, distribution, etc. departments.

• You will develop rapid proofs of concept using tools such as Streamlit, understanding the quality and potential of available and/or necessary data, extracting relevant knowledge that allows for the preparation of a possible future project with associated ROI metrics.

• You will draft basic project statements of work with all involved parties.

• You will develop projects based on Machine Learning algorithms in production environments.

• You will collaborate with other Data Scientists, ML Engineers, and members of the Advanced Analytics team for the correct implementation of solutions.

• You will use Big Data technologies to handle large volumes of data and improve model efficiency.

• Flexible working hours (you can start between 8:00 and 9:30 and leave between 17:00 and 18:30) with intensive working hours every Friday (you can start between 8:00 and 9:00 and leave between 14:00 and 15:00) and on most public holiday eves.

• Our offices are located in Palau-solità i Plegamans.

• Possibility of 50% remote work.

At Mango, we dress everything we do with passion. With roots in Barcelona and a presence in more than 120 countries, we inspire the world with creativity, innovation and authenticity.

Our multicultural team is the engine of our success. We are proud to take fashion further, connecting our unique style with people all over the world.

At MANGO, we are committed to becoming a data-driven company and are building a Data and Advanced Analytics team composed of more than 50 professionals. This team includes profiles such as ML Engineers, Data Scientists, Big Data Engineers, and Software Engineers, with the goal of developing cutting-edge platforms. These platforms will allow our analytical squads to create innovative solutions based on Artificial Intelligence.

The Advanced Analytics team is composed of the generative AI squad, focused on initiatives with generative algorithms and the development of an internal platform based on LLM; the personalization squad, which creates algorithms to offer personalized experiences and product recommendations in real time on mango.com; the squad for Pricing, which optimizes promotions and discounts to improve the company's margin; and finally, the Product squad, which focuses on improving decisions in the early stages of collection creation.

For this latter squad, we are looking for a Senior Data Scientist, preferably with experience in the retail-fashion sector, to work on projects such as optimizing purchase quantities for new collections, assortment planning (where the allocation of products to stores is optimized), optimizing the last units of online stock for sale in the most profitable stores, and a generative AI-based assistant to create reports and obtain action recommendations. Additionally, the team already has projects in production such as best-sellers anticipation, sales and demand prediction (including stockouts), and automatic garment feature labeling using computer vision and natural language processing techniques.

All projects are developed in the AWS cloud using a variety of advanced tools and services. These include Amazon S3 for storage, AWS Lambda for serverless computing, and various APIs for service integration. Additionally, we employ Apache Airflow for orchestration and scheduling of workflows, and Amazon Elastic Container Registry (ECR) for container management and Jenkins for deployment. We use MongoDB as our NoSQL database and Databricks for our Datalake.

In your day-to-day...

• A committed, proactive, and curious person, with a desire to innovate and a hands-on mentality.
  
  YOUR BENEFITS

Taking Fashion Further