Digital Biz Factory
Kazakhstan5 months ago
Reach out directly about this role
Grade
Senior
Experience
from 5 years
Work Format
Remote
Employment
Full-time
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5+ years of experience ๐ข Digital Biz Factory ๐ Remote | Full-time ๐ฐ Salary: discussed individually
๐ About the project
We are Digital Biz Factory, a team of fintech experts. We are currently looking for an ML Engineer who will build and develop a RAG system: from architecture to production.
โก๏ธ Responsibilities
โ Build an API layer for dynamic work with LLM โ Integrate LiteLLM / vLLM (cloud + on-prem) โ Configure CI/CD (GitLab), scalability, and fault tolerance โ Set up monitoring (Langfuse, Grafana) โ Select and implement vector databases โ Write document parsers (Python) โ Implement hybrid search + reranking โ Configure RAG for different scenarios โ Work with LLM agents โ Create datasets for evaluation and monitoring โ Fine-tune models
๐ง What's important
โ Python (PyTorch, pandas, numpy) โ Practical experience with LLM and RAG โ Understanding of neural network architecture โ Experience with API / JSON โ Linux + Docker โ ML system optimization โ Git
โ Will be a plus
โ PostgreSQL / SQL โ Experience with legacy โ Go โ Understanding of backend architecture
โจ Conditions
โ Remote work and flexible schedule โ Employment according to the Labor Code of the Russian Federation / Labor Code of the Republic of Kazakhstan โ Strong team and engineering culture โ Influence on product architecture
๐ฉ Write to: recruiter contact