Job Description
Capco is seeking a Senior Data Scientist to contribute to the construction of end-to-end AI solutions, focusing on strategic, high-impact projects. The candidate will be part of a multidisciplinary team, working throughout the entire cycle from conception to delivery, with the freedom to create, experiment, and generate real value for clients.
Role Involves:
- Designing and implementing scalable and efficient data pipelines.
- Developing and integrating machine learning models, focusing on real-world applications.
- Creating, training, and validating major model types, including classification, regression, clustering, and time series.
- Applying Retrieval-Augmented Generation (RAG) techniques with vectorized databases.
- Contributing to the development of products with a front-end interface.
- Working in partnership with engineering, product, and business areas.
Requirements:
- 5 years of experience as a Data Scientist.
- Advanced programming skills in Python.
- Practical experience in creating and evaluating Machine Learning models.
- Experience with front-end development (React, Vue.js, or similar).
- Proficiency in vectorized databases (FAISS, Chroma, Pinecone, etc.).
- Practical experience with RAG and integration with language models (LLMs).
- Ability to work on the complete product cycle: conception, prototyping, and delivery.
- Experience with cloud environments (AWS, GCP, or Azure).
- Experience with MLOps and CI/CD tools (desirable).
- Projects focused on generative AI (desirable).
- Knowledge of LLM evaluation metrics (desirable).
- Understanding of UX/UI for collaboration with the product team (desirable).
Capco offers:
- An inclusive culture that values diversity in all its expressions.
- Opportunities to participate in various inclusion and social responsibility initiatives through internal committees.