Senior ML Engineer (Search & LLM Ops)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior ML Engineer (Search & LLM Ops): Building and deploying advanced search, ranking, and recommendation systems for generative AI products in finance with an accent on information retrieval, semantic search, and personalized content delivery. Focus on fine-tuning and distilling language models, optimizing vector-based retrieval, and solving complex scalability and relevance challenges in production.
Location: Fully remote, with European legal working status required.
Company
develops generative AI and SaaS products that help financial institutions use public information for investment decisions, risk management, and operational efficiency.
What you will do
- Design, develop, and deploy ranking algorithms and retrieval models for highly relevant search results and content.
- Fine-tune and distill language models and implement semantic embedding techniques for fast, accurate information retrieval.
- Architect and scale personalized recommender systems that improve content discovery and user engagement.
- Own the machine learning lifecycle from ideation and data exploration through production deployment.
- Research emerging developments in machine learning, NLP, and information retrieval, and prototype new approaches.
- Collaborate with product managers, software engineers, and data scientists while mentoring colleagues.
Requirements
- Master’s or PhD in Computer Science, Machine Learning, Data Science, or a related quantitative field.
- At least 3 years of professional experience building and deploying production machine learning models, especially for information retrieval, search, or recommender systems.
- Strong Python programming skills and familiarity with SQL or other query languages.
- Deep knowledge of PyTorch or TensorFlow, Scikit-learn, and Hugging Face.
- Hands-on experience with vector databases and strong quantitative and problem-solving skills.
- Excellent written and verbal English communication skills and European legal working status are required.
Nice to have
- Experience in the financial domain.
- Experience with MLOps tools and cloud platforms.
Culture & Benefits
- Fully remote work in an international environment spanning more than 29 nationalities and 24 languages.
- Opportunities for continuous learning and professional growth.
- Autonomy to innovate and contribute ideas to product direction.
- Collaborative work with product and engineering specialists.
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