Job Details

ML Developer for the Search ML Signals Team at Yandex. Focus on LLM data labeling infrastructure, optimizing model serving, and ensuring system stability. Requires Python backend experience and SRE understanding.

Our team is responsible for the semantic part of Search. We are looking for a strong engineer to work on the LLM data labeling infrastructure. Your tasks will include: • Efficiency and fault tolerance of LLM infrastructure: Optimize model serving, retraining pipelines, and crowd-orchestration. • Observability and monitoring: Improve logging, alerting, and metrics for LLM tasks and labeling systems. • ML infrastructure for model retraining: Automate training cycles, collect and validate data. • Stability and reliability of LLM components of the labeling infrastructure: Consider how to ensure maximum pipeline stability, taking into account possible system weaknesses.

We expect you to have: • Experience in developing ML service backends • Understanding of LLM serving principles • Performed SRE tasks • Write good, maintainable code in Python • Ability to learn new things quickly

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