Ml Developer (Ai)

TL;DR

Ml Developer (Ai): Training models on various signals, such as online and offline data, to optimize the search engine's ability to interpret user intentions. Focus on transitioning from classical ML to LLM & RL and improving the quality metrics based on user experience.

Локация: Москва

Компания

Яндекс is a technology company that builds intelligent products and services powered by machine learning.

Что делать

• Train models on different signals, such as online (clicks, sessions, etc.) and offline (relevance assessment).
• Select a quality metric to determine if the user has found the answer to their question based on the history of clicks and queries.
• Transition from classical ML to LLM.

Требования

• Experience with classical models or NLP.
• Proficient in Python and SQL; knowledge of C++ is a plus.
• Passionate about ML, analytics, and integrating models into real services.
• Good understanding of algorithms and data structures.

Культура и преимущества

• Extended medical insurance from the first month at Yandex, including dentistry, annual check-ups, emergency assistance abroad, treatment of critical illnesses, and accident insurance.
• Psychotherapy in the office or online services.
• Internal educational platform, mentorship, and programs for novice and experienced leaders.
• Payment for participation in specialized conferences as a speaker or participant.
• Flexible schedule.
• Preferential rate for the purchase of housing and improvement of housing conditions.