C++ Developer (ML Infra)

TL;DR

C++ Developer (ML Infra): Developing and optimizing backend infrastructure for integrating ML models into high-load services of Yandex Market with an accent on ensuring stable and efficient operation of AI systems. Focus on implementing and maintaining models in product ranking and AI assistant systems, optimizing CPU/GPU resource usage, and monitoring inference reliability.

Компания

Яндекс — ведущая IT-компания, предоставляющая широкий спектр интернет-сервисов и технологий.

What you will do

• Develop and optimize backend infrastructure for ML model integration.
• Implement and maintain models in product ranking and AI assistant systems.
• Ensure reliable data delivery and monitor inference performance.
• Optimize CPU/GPU resource usage for high-load systems.

Requirements

• Experience with high-load and distributed systems.
• Proficiency in C++ and Linux.
• Knowledge of algorithms, data structures, and multithreading.
• Understanding of machine learning principles and applications.
• Familiarity with ML model inference processes.

Nice to have

• Experience with SQL databases and GPU computing (CUDA).
• Knowledge of Python for ML stack interaction.
• Experience in performance optimization (profiling, benchmarking).
• Familiarity with deep learning frameworks (PyTorch, TensorFlow).
• Understanding of architectural features of modern ML models.

Culture & Benefits

• Comprehensive health insurance from the first month.
• Flexible working hours with no fixed start and end times.
• Access to internal educational platforms and mentorship programs.
• Participation in professional conferences.
• Sports facilities and clubs available in major offices.