ML Developer (E-commerce)

TL;DR

ML Developer (E-commerce): Developing and improving ranking models for visual search in Yandex Images with an accent on enhancing user experience and product quality. Focus on training models, solving related tasks, and implementing complex ML systems.

Компания

Яндекс — ведущая IT-компания, занимающаяся разработкой продуктов для улучшения пользовательского опыта.

What you will do

• Train ranking models for various components of the service.
• Support related ML systems to enhance search quality.
• Improve image search quality through advanced embedding techniques.
• Develop pipelines for relevance assessment using LLM and VLM.

Requirements

• Experience with PyTorch or willingness to learn quickly.
• Proficiency in Python and C++ for implementing ideas.
• Experience in RecSys or Computer Vision.
• Proactive in proposing solutions to product challenges.

Nice to have

• Experience with data annotation tools.
• Familiarity with modern recommendation systems and Doc2Vec models.
• Experience in developing solutions for high-performance services.
• Understanding of product search specifics.

Culture & Benefits

• Comprehensive health insurance from the first month.
• Opportunities for growth and development through internal platforms.
• Access to fitness facilities and corporate sports teams.
• Flexible working hours.
• Housing loans with preferential rates for employees.