eonio · Tel-Aviv, Israel
Skills: Python, AWS
About Eon Eon is building the next generation of cloud data protection, transforming cloud backups into accessible, searchable, AI-ready data assets. We combine advanced data systems, storage technologies, and AI to help enterprises unlock the value of their backed-up data. The Role As a Senior Research Scientist, AI & Data Systems at Eon Research, you will conduct applied research at the intersection of AI, data systems, and large-scale storage. Working closely with Assaf Natanzon, VP and Chief Architect, you will explore challenging technical problems, publish research in leading peer-reviewed venues, file patents, and translate research breakthroughs into production-ready product capabilities. This role is ideal for a researcher with a strong publication record, deep expertise in a relevant research area, and experience bringing research into real-world products. Research Areas Query Processing and Query Engines: Query optimization and execution over columnar and lakehouse formats, including Apache Iceberg and Parquet, as well as approximate query processing using sketches and synopses. Storage Systems: Deduplication, compression, and data layout optimization for large-scale storage. Data Integration and Discovery: Entity resolution, schema matching, table joinability, and data discovery, including the use of LLMs as judges. Information Retrieval and RAG: Retrieval-augmented generation over enterprise data, including emails, documents, and databases. LLM Evaluation and Benchmarking: Evaluation framewo …truncated… ement. Research or engineering experience with query engines, lakehouse formats, or approximate query processing. Experience with cloud platforms such as AWS, Azure, or GCP. Patents or a track record of translating research into intellectual property. Experience working with enterprise data sources, including Microsoft 365, email, documents, and databases. What You'll Do Lead applied research at the intersection of AI, data systems, information retrieval…
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