Senior Machine Learning Engineer (Search Quality)
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Описание вакансии
TL;DR
Senior Machine Learning Engineer (Search Quality): Improving global e-commerce search relevance by building systems that power product discovery across 40+ languages with an accent on LLM fine-tuning and real-time model deployment. Focus on designing automated quality monitoring pipelines, optimizing inference latency, and solving complex relevance challenges at scale.
Location: Must be based in Serbia, Armenia, Georgia, Kazakhstan, or Spain
Salary: $7,500–$10,000/month ($90k–$120k/year)
What you will do
- Fine-tune LLMs to assess search relevance and align model judgments with user intent.
- Develop and maintain real-time production models for reranking and signal computation.
- Build automated monitoring pipelines to detect search quality degradations.
- Design agentic systems that generate actionable insights for search configurations.
- Collaborate with ranking, product, and data engineering teams to improve search performance.
Requirements
- 4+ years of experience shipping production ML systems.
- Strong background in search, information retrieval, or recommendation systems.
- Hands-on experience with fine-tuning, evaluation frameworks, and scaling LLM deployments.
- Proficiency in Python, PyTorch, SQL, and data orchestration tools like Spark or Airflow.
- Experience designing and running A/B tests to validate model impact.
- Excellent English communication skills (C1+).
Culture & Benefits
- Fully remote work environment with home office stipend.
- Unlimited vacation policy with a 3-week minimum recommendation.
- Annual training and development budget.
- Stock options provided in addition to base salary.
- Regular team offsite events for collaboration.
- Maternity and paternity leave support.
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