Madrid, Spain - Full Time
Centric Pricing™ (formerly Style Sage), 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 Py Con 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 Open CV.
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 Postgre SQL 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), Lang Chain, Prompt Engineering, etc
Bonus Points
Additionally, it would be nice if you are familiar with:
- Django ORM
- Postgre SQL or other relational databases
- Familiar with Transformers and other SOTA deep learning architectures
- Familiar with Hugging Face and out of the box LLMs
- Image processing libraries like Open CV or Pillow
- NLP processing libraries such as Spacy or NLTK
- Asynchronous processes with Rabbit MQ and Celery
- System monitoring with Influx DB, Grafana
- Working knowledge of containers (Docker)
- Experience working with cloud based infrastructures (AWS, Azure…)
Centric Software provides equal employment opportunities to all qualified applicants without regard to race, sex, sexual orientation, gender identity, national origin, color, age, religion, protected veteran or disability status or genetic information.
