Senior AI/ML Engineer (Python)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior AI/ML Engineer (Python): Designing and implementing a headless agentic backend for contract extraction and client intelligence with an accent on LLM orchestration and reasoning logic. Focus on building RAG and Text-to-SQL patterns using Vertex AI and Gemini to deliver structured data to CRM platforms.
Location: Remote in Bulgaria, Georgia, Kazakhstan, and Poland, or onsite/hybrid in Almaty, Astana, Belgrade, Cluj-Napoca, Dnipro, Kharkiv, Krakow, Kyiv, Larnaca, Lodz, Lublin, Lviv, Odesa, Riga, Sofia, Tbilisi, Varna, Warsaw, Wroclaw, or Yerevan.
Company
is a global IT consultancy providing professional software engineering and AI solutions for a wide range of international clients.
What you will do
- Own the solution architecture for a headless agentic backend using Python and FastAPI deployed on Cloud Run.
- Design multi-step 'reason-and-act' logic, incorporating RAG and Text-to-SQL patterns over BigQuery and document stores.
- Drive direct, pay-per-token integration with Vertex AI Search and Gemini models.
- Lead prompt engineering, routing logic, and the design of human-in-the-loop validation workflows.
- Define evaluation methodologies and quality monitoring for AI outputs against golden datasets.
- Provide technical leadership to other AI/ML engineers and author architecture and scaling documentation.
Requirements
- Strong Python expertise and hands-on experience building LLM/agentic backends with FastAPI.
- Deep experience with Vertex AI (Search and Gemini models) and direct LLM API integration.
- Expertise in RAG, Text-to-SQL, prompt engineering, and hallucination mitigation.
- Experience deploying serverless services on Cloud Run and exposing production REST APIs.
- Solid understanding of evaluation methodology and quality monitoring for GenAI outputs.
- Proven technical leadership, problem-solving skills, and excellent communication.
Culture & Benefits
- Health insurance for you and your loved ones.
- Paid vacation and sick leave in accordance with the laws of your country.
- Time off for state holidays regardless of the client's schedule.
- Support for IT certifications and access to top-tier learning platforms and courses.
- Collaborative environment with corporate parties and frequent team get-togethers.
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