Senior ML Engineer / Data Scientist
- Рівень:
- senior
- Джерело:
- djinni.co
Що робити
- Design and develop a self-learning Postlog and Prelog recognition system using modern ML and LLM techniques
- Build and maintain versioned prompts, evaluation datasets, and few-shot exemplars
- Apply production-grade LLM practices including schema-constrained extraction, grounding strategies, and low-confidence fallback handling
- Improve recognition quality and optimize layout and header mapping performance
- Analyze production failures and enhance prompts, retrieval pipelines, and model behavior
Що очікуємо
- At least 5 years of experience in Machine Learning, Data Science, or ML Engineering
- Proven experience delivering ML models or LLM-powered systems into production
- Strong hands-on experience with Large Language Models in real products or pipelines
- Deep understanding of prompt engineering, prompt versioning, evaluation methodologies, and grounding strategies
- Experience handling low-confidence scenarios and optimizing cost and latency for LLM systems
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