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Вакансия опубликована 13 дн. назад - шансы на ответ снижаются.
обновлено 14 дней назад
Senior Machine Learning Engineer (ML Recall)
7 500 - 10 000$
RUВакансия из Hirify RU, списка российских tech-компаний
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Описание вакансии
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TL;DR
Senior Machine Learning Engineer (ML Recall) (Machine Learning/Search): Building and deploying robust ML systems for large-scale e-commerce search, including text, image, and multimodal approaches, with an accent on NLP, transformer-based models, and LLM tuning. Focus on improving recall and business KPIs, validating data-driven hypotheses, and integrating ML technologies into production pipelines.
Location: Fully remote; choose where you live
Salary: $7,500–$10,000 per month before taxes. The benefits section also lists a base salary of $80,000–$120,000 USD per year.
Company
A U.S.-based e-commerce search and discovery platform using proprietary search, personalization, transformer, and generative LLM technologies at extreme scale.
What you will do
- Build and deploy robust machine learning systems for search, including text, image, and multimodal solutions.
- Tune large language models to improve search and discovery quality.
- Develop recall, visual search, recommendation, and related machine learning capabilities.
- Improve business KPIs by designing new modeling approaches and validating hypotheses.
- Collaborate with technical teams to share expertise and integrate models and technologies into broader pipelines.
- Take ownership of individual and team deliverables.
Requirements
- 3+ years of professional experience in applied machine learning.
- Excellent NLP knowledge, especially transformer-based approaches, plus comprehensive classical machine learning knowledge.
- Extensive Python experience and experience with a deep learning framework such as PyTorch.
- Experience with SQL and big data tools for end-to-end ML product development, including PySpark.
- Experience delivering machine learning systems to production.
- Ability to translate intuition into data-driven hypotheses and engineering solutions that create business value.
Nice to have
- Experience designing, conducting, and analyzing A/B tests.
- Experience with Rust, C, or C++.
- Experience with AWS, Azure, or GCP.
- Strong knowledge of data structures, algorithms, and performance optimization.
- Ability to explain difficult concepts and support teammates.
Culture & Benefits
- Fully remote work with the freedom to choose where to live.
- Unlimited vacation time, with at least three weeks per year encouraged.
- Home office stipend and an Apple laptop for new employees.
- Annual training and development budget.
- Maternity and paternity leave for qualified employees.
- Stock options and regular team offsites.
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