Infrastructure Developer (Machine Learning)

TL;DR

Infrastructure Developer (Machine Learning): Developing and maintaining the infrastructure for quality offline signals in search systems with an accent on dataset collection and quality control. Focus on ensuring high performance and reliability in data processing and validation.

Компания

Yandex is a leading technology company focused on search and machine learning.

Что делать

• Control quality of datasets through independent executor assessments.
• Build long-term relationships with data annotators and track their progress.
• Implement automatic data validation algorithms to ensure accuracy.
• Maintain a high-load platform for processing millions of tasks.
• Integrate APIs into existing ML pipelines.

Требования

• Strong knowledge of Python.
• Experience with SQL.
• Familiarity with version control systems.

Хорошо, если есть

• Experience with crowdsourcing and dataset collection.
• Knowledge of REST API paradigms.
• Familiarity with big data processing technologies.
• Experience with Python backend frameworks like Flask or Django.

Культура и преимущества

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