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HomeJobsPrincipal Software Engineer - Vector Search - Elasticsearch

Elastic

Principal Software Engineer - Vector Search - Elasticsearch

full timeleadSpain, Global2 weeks ago
60,000-90,000 AED/mo
Engineering & Technology

Job Description

Elastic, the Search AI Company, enables everyone to find the answers they need in real time, using all their data, at scale — unleashing the potential of businesses and people. The Elastic Search AI Platform, used by more than 50% of the Fortune 500, brings together the precision of search and the intelligence of AI to enable everyone to accelerate the results that matter. By taking advantage of all structured and unstructured data — securing and protecting private information more effectively — Elastic’s complete, cloud-based solutions for search, security, and observability help organizations deliver on the promise of AI. What is the role We're looking for a Principal Software Engineer to join the Elasticsearch - Search team. This globally-distributed team of expert engineers focuses on delivering a robust and feature-rich search experience, including contributing to improving the search experience in Lucene. This is a principal software engineering role that focuses on enhancing the vector similarity search functionality within Elasticsearch, covering the design and implementation of new vector search features, enhancements to existing vector search functionality, and resolving bugs. Our company is distributed by intention. We hire the best engineers we can find wherever they are, whoever they are. We collaborate across continents every day over email, GitHub, Zoom, and Slack. At our best, we write fast, scalable and intuitive software. We believe that the best way to do that is to empower individual engineers, code review every change, decide big things by consensus, and strive for incremental improvements. What You Will Be Doing - Lead initiatives within Elasticsearch to produce an industry-leading vector database offering, supplying unparalleled speed and relevance in search. - Contribute to Elasticsearch full time, building new search features and fixing intriguing bugs, all while making the code easier to understand. Sometimes you'll need to invent a new algorithm or data structure. Or find one and implement it. Sometimes you'll need to get close to the operating system and hardware. - Work with a globally distributed team of experienced engineers focused on the vector search capabilities of Elasticsearch. - Be an expert on how Elasticsearch implements vector similarity in support of search relevance and everyone will turn to you when they have a question about this area. You'll improve this area based on your questions and your instincts. - Work with community members from all over the world on issues and pull requests, sometimes triaging them and handing them off to other experts and sometimes handling them yourself. - Write idiomatic modern Java -- Elasticsearch is 99.8% Java! What You Bring Along - You have implemented novel techniques in vector similarity on a search platform with a large user base or progressed the field of academic research in vector similarity information retrieval. - Professional experience with vector similarity and vector databases, and you used HNSW, IVF, or other relevant algorithms and libraries on search platforms at scale. - You have strong skills in core Java and are conversant in the standard library of data structures and concurrency constructs, as well as other features like lambdas. - You work with a high level of autonomy, and are able to take on projects and guide them from beginning to end. This covers both technical design and working with other engineers to develop needed components. - You're comfortable developing collaboratively. Giving and receiving feedback on code and approaches and APIs is hard! Bonus points if you've collaborated over the internet because that's harder. Double bonus points for asynchronous collaboration over the internet. That's even harder, but we do it anyway because it's the best way we know how to build software. - You've used several data storage technologies like Elasticsearch, Solr, PostgreSQL, MongoDB, or Cassandra and have some idea how they work and why they work that way. - You have excellent verbal and written communication skills. Like we said, collaborating on the internet is hard. We try to be respectful, empathetic, and trusting in all of our interactions. And we'd expect that from you too. Bonus Points - You've built things with Elasticsearch before. - You've worked with open source projects and are familiar with different styles of source control workflow and continuous integration. - Experience with data storage technology. - You have experience designing, leading and owning cross-functional initiatives Compensation for this role is in the form of base salary. This role does not have a variable compensation component. At Elastic, our compensation philosophy aims to provide fair, competitive and transparent remuneration. Salary ranges are established based on a combination of external market benchmarks, internal pay equity considerations, and the responsibilities and comple

Requirements

Implemented novel techniques in vector similarity on a search platform with a large user base or progressed the field of academic research in vector similarity information retrieval. Professional experience with vector similarity and vector databases, and using HNSW, IVF, or other relevant algorithms and libraries on search platforms at scale. Strong skills in core Java and familiarity with the standard library of data structures and concurrency constructs, as well as features like lambdas. Ability to work autonomously and lead projects from design through delivery, including technical design and coordinating with other engineers. Collaborative work style with excellent verbal and written communication skills. Experience with multiple data storage technologies such as Elasticsearch, Solr, PostgreSQL, MongoDB, or Cassandra, and understanding of how they work. Bonus: prior Elasticsearch experience, open source contribution, familiarity with CI, and experience designing and leading cross-functional initiatives.

Responsibilities

  • - Lead initiatives within Elasticsearch to deliver an industry-leading vector database offering with high speed and relevance in search.
  • - Contribute to Elasticsearch full-time, building new search features, fixing bugs, and potentially inventing new algorithms or data structures; may also optimize for operating system and hardware interactions.
  • - Collaborate with a globally distributed team focused on vector search capabilities in Elasticsearch.
  • - Be the expert on how Elasticsearch implements vector similarity to support search relevance; drive improvements based on questions and instincts.
  • - Engage with community members worldwide on issues and pull requests, triaging or handling tasks as needed.
  • - Write idiomatic modern Java; contribute to a codebase that is predominantly Java.

Skills Required

Javavector similarityvector databasesHNSWIVFElasticsearchSolrPostgreSQLMongoDBCassandradata structuresconcurrencylambdasopen source collaborationcontinuous integration

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