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Posted 9 hours ago
Machine Learning Engineer
PerplexityMember of Technical Staff (Machine Learning Engineer, Search)
Requirements
Deep understanding of search and retrieval systems, Experience with large-scale search or recommender systems, 5+ years of search or recsys experience
Skills
Machine LearningLLMRAG
About the role
Responsibilities
- Relentlessly push search quality forward through models, data, tools, or other leverage
- Architect and build core components of the search platform and model stack
- Train and evaluate retrieval, ranking, and classification models, including LLMs
- Deploy models, from boosting to LLMs, in a scalable and performant way
- Build and optimize RAG pipelines for grounding and answer generation
- Collaborate with Data, AI, Infrastructure, and Product teams to ensure fast and high quality delivery
Requirements
- Deep understanding of search and retrieval systems, including quality evaluation principles and metrics
- Proven track record with large-scale search or recommender systems
- Minimum of 5 years of working on search or recsys-related projects
- Self-driven with a strong sense of ownership and execution
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Perplexity · Belgrade
