Senior ML Engineer
Агентство / HR ресурс NEWHR ( new.hr )
Опыт работы более 5 лет
About the company and the project
Leading enterprise integration and automation platform that helps businesses connect applications, automate workflows, and improve productivity with AI-driven tools. The project involves developing an AI-powered chatbot extension, enabling users to interact with the platform through conversational interfaces to simplify task execution and enhance the overall experience.
We’re looking for a Senior ML Engineer to accelerate, optimize, and improve the quality of ML models, integrating them into a microservice-based production environment.
What you'll do:
- Fine-tune, optimize, and accelerate ML models (including distillation and quality improvements)
- Evaluate chatbot and ML solution quality using comprehensive metrics
- Integrate models into microservice-based production environments
- Analyze logs, extract insights, implement NER, and structure semi-structured data
- Monitor and improve key performance metrics (TTFT, throughput, latency)
We're looking for:
- 7+ years of large-scale production development experience, 1-2 years in ML projects
- Strong knowledge of LLMs, RAG, LangChain / LangGraph / Pydantic AI
- Experience with FastAPI, asyncio, ML evaluation frameworks, and tracing
- Product-oriented mindset and understanding of business workflows
- Fluent English (Russian is a plus)
💡 Nice to have: experience with chat-based AI products, transformer architectures, LLaMA / Qwen / DeepSeek / Claude, and open-source contributions
What we offer:
- Full-time, remote in targeted locations
- Base salary+stock options
- Flexible work & perks
- Equipment, learning & wellness