AI/ML Engineer
Levi9 Ukraine
- Місто:
- Львів
- Джерело:
- jobs.dou.ua
Що робити
- Design and deploy predictive ML models (e.g., decision trees, random forests, gradient boosting) for analytics and feature engineering.
- Develop recommendation systems using collaborative and content-based filtering techniques.
- Build and enhance RAG systems, including embedding pipelines, managing vector databases, and integrating LLMs.
- Implement text-to-SQL capabilities, allowing users to query relational databases naturally using LangChain or similar technologies.
- Work alongside data engineers to ensure robust data pipelines and high-quality datasets for training and inference.
Що очікуємо
- Experience: 4+ years in AI/ML, specifically building and deploying production-level ML models.
- Classic ML: Solid skills with decision trees, random forests, and gradient boosting methods (scikit-learn, XGBoost).
- Recommender Systems: Proven experience in collaborative and content-based recommendation algorithms.
- RAG & LLM Development: Hands-on expertise with retrieval-augmented generation systems, vector databases (Pinecone, Weaviate), and frameworks like LangChain or LlamaIndex.
- Text-to-SQL: Experience developing natural-language-to-SQL solutions using frameworks like LangChain.
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