2 дня назад
AI Engineer (Python)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
AI Engineer (Python): Building and managing production-ready AI classification and briefing services with an accent on prompt engineering, observability, and deterministic error handling. Focus on creating reliable LLM-based features that integrate seamlessly into complex operational environments.
Company
is a technology service provider delivering custom software engineering and digital transformation solutions.
What you will do
- Develop and maintain AI classification and daily briefing generation services using LLM APIs.
- Design structured prompts and versioning systems to ensure consistent, measurable output quality.
- Implement observability layers to monitor latency, token usage, and classification accuracy.
- Build robust fallback logic and deterministic fallbacks for production-level stability.
- Define and execute classification quality evaluation frameworks against ground truth data.
- Design migration paths from initial LLM runtimes to sovereign model runtimes.
Requirements
- Proven experience shipping LLM-based features for end-users in production environments.
- Advanced proficiency in Python with a focus on async API calls, error handling, and retry logic.
- Deep expertise in prompt engineering, including zero-shot and few-shot classification techniques.
- Familiarity with structured output design using JSON schema and Pydantic.
- Experience with LLM observability, token budgeting, and context window management.
- Competence in building AI service wrappers using FastAPI and Docker.
Culture & Benefits
- Flexible remote work policy.
- Comprehensive leave package including paid vacation, sick days, and bereavement leave.
- Professional development support through training compensation and English classes.
- Sport and health insurance compensation programs.
- Opportunities to engage in corporate charity initiatives.
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