Data Scientist
Responder al anuncioMadrid, Spain - Full Time
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 analyzes data from more than 1, 000 retailers, processing information from over 600, 000 brands and tracking millions of products.
The Data Science team is responsible for enriching the data that our crawlers collect from fashion-related websites using our own machine learning models. Our models add information to existing products such as categories (clothing, footwear, beauty), genders, attributes, colors, bounding boxes, etc. The database contains more than 500 million products (growing daily) and we process 1-2 million new products every week.
To achieve this, you will utilize the latest open-source technologies. We code in Python, primarily using Keras as our deep learning framework (though we are starting to use Pytorch for certain projects), along with other machine learning and computer vision libraries like scikit-learn and OpenCV.
On the engineering side, we use Django as our main framework for data access. As a cloud-native company, our code runs in AWS, and our extensive data resides in PostgreSQL databases, monitored using observability tools like Grafana, InfluxDB, and Telegraf.
If you are not familiar with some of these technologies, our engineers will be happy to support you on your journey to becoming an expert.
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 providing 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 a related field.
- 3+ years of experience as a production-level Python developer with deep learning frameworks: TensorFlow, Keras, or Pytorch.
- Experience with 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
- Familiarity with Django ORM.
- Experience with PostgreSQL or other relational databases.
- Familiarity with Transformers and other SOTA deep learning architectures.
- Experience with HuggingFace and out-of-the-box LLMs.
- Knowledge of image processing libraries like OpenCV or Pillow.
- Familiarity with NLP processing libraries such as Spacy or NLTK.
- Experience with asynchronous processes using RabbitMQ and Celery.
- Knowledge of system monitoring with InfluxDB and Grafana.
- Working knowledge of containers (Docker).
- Experience working with cloud-based infrastructures (AWS, Azure, etc. ).
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.
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