Centric Pricing™ (formerly StyleSage), is an AI driven competitive assortment benchmarking and market trend insights solution for fashion, beauty and home goods brands and retailers.
We are a key innovation partner for iconic and emerging brands across the world.
Our Platform is able to analyze the info of more than 1.000 retailers, processing data from more than 600.000 brands, tracking millions of products!
The Data Science team is responsible for enriching the data that our crawlers collect massively from fashion related websites with our own machine learning models. Our models add information to the existing products such as the categories (clothing, footwear, beauty…), genders, attributes, colors, bounding boxes, etc. The database already contains more than 500 millions of products (growing daily) and we process 1-2M new products every week.
To do that, you will use the latest and best open-source technologies out there. We code in Python (and we love it, you may want to come to the PyCon Spain conference with us!), using Keras as our main Deep Learning framework (although we are starting using Pytorch for certain projects) along with the other machine learning and computer vision libraries like scikit-learn or OpenCV.
In the engineering side, we use Django as our main framework for accessing the data. We are a cloud-native company, so our code runs in AWS. Our massive amount of data lives in PostgreSQL databases and we keep an eye on all this using observability tools like Grafana, Influxdb and Telegraf.
If you do not know a lot about some of those technologies, worry not, our engineers will be happy to support you while you are on your journey to becoming an expert in them.
Your Job
We are seeking a highly skilled and innovative Data Scientist to join our team and contribute to the research and implementation of cutting-edge Large Language Models for analyzing and give insights from our raw data and reports in the fashion retail industry. The ideal candidate will have a strong background in machine learning, deep learning, and NLP, with a particular focus on generative models.
Your Skills
- 3+ years of experience working as a software engineer.
- Bachelor’s degree in Computer Science, Engineering or related field
- 3+ years of experience as a production level Python developer and Deep learning frameworks: Tensorflow, Keras or Pytorch
- Machine learning and Python data libraries like scikit-learn, pandas or numpy
- Experience with NLP (Natural Language Processing)
- Experience with LLMs: RAG (Retrieval-Augmented Generation), LangChain, Prompt Engineering, etc
Bonus Points
Additionally, it would be nice if you are familiar with:
- Django ORM
- PostgreSQL or other relational databases
- Familiar with Transformers and other SOTA deep learning architectures
- Familiar with HuggingFace and out of the box LLMs
- Image processing libraries like OpenCV or Pillow
- NLP processing libraries such as Spacy or NLTK
- Asynchronous processes with RabbitMQ and Celery
- System monitoring with InfluxDB, Grafana
- Working knowledge of containers (Docker)
- Experience working with cloud based infrastructures (AWS, Azure…)
Top Skills
What We Do
Centric Software® is the innovator behind the #1 Product Lifecycle Management (PLM) platform, Centric PLM™, that is blazing the trail for brands, manufacturers and retailers across all segments of the consumer goods industry. Headquartered in Silicon Valley, Centric Software has shattered the mold to create state-of-the-art digital solutions to satisfy the needs of every player in the market, large and small, and supports their mission to develop high-quality, sustainable products that are on time and on trend.
- Centric PLM delivers enterprise-class merchandise planning, product development, sourcing, quality and product portfolio optimization innovations specifically for fast-moving consumer industries. Centric PLM streamlines the product development process from concept to retail.
- Centric Planning provides best-in-class data and visually driven financial, merchandise and assortment planning as well as store and vendor forecasting to maximize margins and for seamless and fast, pre and in-season execution.
- Centric Visual Boards improves collaboration and decision-making of merchandising and buying teams through intuitive digital boards, driving innovation and decreasing time to market.
All Centric solutions are market-driven, ensuring they meet the needs of customers. These innovations include the first ever PLM mobile apps, 3D CAD connectors, sustainability integrations, and more. Centric Software has the highest user adoption rates in the industry and proudly maintains a 99% customer retention rate due to its seamless implementation methodology which ensures that 100% of its customers go live. Centric Software is proud to provide the best solution, backed by the best team to service the best customers.
Centric Software is a subsidiary of Dassault Systèmes (Euronext Paris: #13065, DSY.PA). For more information, please visit www.centricsoftware.com.
