Senior Machine Learning Engineer: Search Quality

Навыки

• Airflow
• Коммуникация
• E-commerce
• Дообучение моделей
• LLM
• Machine Learning
• MVP и discovery

О компании и продукте

• Your primary focus will be relevance evaluation and quality improvements:
• LLM-based evaluation. We fine-tune our own models to assess relevance. This involves teaching the model to understand query intent, represent items from messy catalog data, and align model judgments with real user behavior.
• Real-time quality in production. Reranking, filtering, signal computation. Latency is a strict requirement, so quality vs speed trade-off is constant.
• Automated quality monitoring and agentic insights. Pipelines to detect degradations and find underperforming patterns. Agent-based systems that generate actionable recommendations for the product data and search configurations.

Требования

• 4+ years shipping production ML systems
• Experience with search, information retrieval, or recommendation systems
• Hands-on experience with fine-tuning, evaluation frameworks, and scaling LLM deployments
• Strong Python and PyTorch. Fluency in SQL and data orchestration tools (Spark, Airflow)
• Experience designing and running A/B tests to validate model impact
• Excellent English communication skills
• Experience collaborating in cross-functional teams (ranking, product, data engineering)

Условия

• Work with smart and empathetic people who will help you grow and make a meaningful impact
• Regular team offsite events to connect and collaborate
• Fully remote team — choose where you live
• Unlimited vacation time — we strongly encourage all of our employees to take at least 3 weeks per year
• Work from home stipend! We want you to have the resources you need to set up your home office
• Apple laptops provided for new employees
• Training and development budget for every employee, refreshed each year
• Maternity & Paternity leave for qualified employees
• Base salary: $80K–$120K USD, depending on knowledge, skills, experience, and interview results
• Stock options — offered in addition to the base salary
• Среди клиентов Sephora, Petco, home24, Birkenstock
• Недавно подняли очередной раунд
• Телеграм-бот с вакансиями Вакансии Зарплаты Каталог Работодателям Разместить вакансию Зарегистрироваться Войти Нужна помощь?

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