7 days ago
Guadalajara, Mexico
Senior
Responsibilities
- Design, develop, and deploy advanced AI/ML and RAG-based solutions.
- Build and maintain custom RAG systems leveraging internal data sources.
- Develop robust data pipelines for processing and managing unstructured content.
- Optimize semantic search and retrieval performance using embeddings and vector databases.
- Evaluate model performance using key quality metrics and continuously improve system accuracy.
- Collaborate with cross-functional teams to design and deploy agentic RAG solutions.
- Work with leading large language models and conduct experiments to enhance performance.
- Stay up to date with the latest advancements in AI/ML, NLP, and generative AI technologies.
- Develop and maintain RESTful APIs for AI services.
Requirements
- Strong proficiency in Python, including libraries such as NumPy and Pandas.
- Solid SQL skills.
- Experience with FastAPI, Uvicorn, Pydantic, LangChain, and Hugging Face Transformers.
- Knowledge of Deep Learning, NLP, text embeddings, and semantic search.
- Experience with pgVector and pytest.
- Familiarity with Docker, OpenShift, and Jenkins for CI/CD pipelines.
- Strong problem-solving skills and ability to work collaboratively.
- Excellent communication and teamwork skills.
Tech Stack
DockerFastAPIGitHugging Face TransformersJenkinsNumPyOpenShiftPandaspytestPythonSQL
Categories
AI & MLData ScienceDevOpsTesting