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Senior Machine Learning Engineer for Advanced Search Technologies

PerplexityBelgrade
On-site Full-time

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Experience Level

Senior

Qualifications

Candidates should possess a deep understanding of search and retrieval technologies, with a proven track record in large-scale systems. A self-driven attitude, coupled with at least 5 years of experience in related projects, is essential for success in this role.

About the job

At Perplexity, we are on the frontier of innovative search solutions, and we are looking for a talented Senior Machine Learning Engineer to join our dynamic team in Belgrade. Your expertise will play a pivotal role in developing the next generation of sophisticated search technologies, particularly in the areas of retrieval and ranking.

Key Responsibilities

  • Drive continuous improvement in search quality using models, data, and advanced tools.

  • Design and implement foundational components of our search platform and model architecture.

  • Train and assess retrieval, ranking, and classification models, including Large Language Models (LLMs).

  • Deploy models, ranging from boosting algorithms to LLMs, ensuring scalability and performance.

  • Develop and refine Retrieval-Augmented Generation (RAG) pipelines for enhanced grounding and answer generation.

  • Collaborate with cross-functional teams, including Data, AI, Infrastructure, and Product teams, to deliver high-quality results swiftly.

Required Qualifications

  • Strong grasp of search and retrieval systems, including principles of quality evaluation and associated metrics.

  • Demonstrated success in working on large-scale search or recommendation systems.

  • Self-motivated with a profound sense of ownership and execution.

  • At least 5 years of relevant experience in search or recommendation system projects.

About Perplexity

Perplexity is at the cutting edge of search technology, dedicated to creating intelligent solutions that enhance information retrieval. Join us and contribute to revolutionizing the way people interact with data.

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