Enterprise Graph Retrieval Intern jobs in United States
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Zoom · 9 hours ago

Enterprise Graph Retrieval Intern

Zoom is a company that builds collaboration platforms to help people communicate better. They are seeking an intern to contribute to Enterprise Graph Retrieval systems, focusing on designing, building, and evaluating graph-powered retrieval systems that enhance enterprise RAG systems.

CollaborationInformation TechnologyMessagingSaaSVideo Conferencing
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H1B Sponsor Likelynote

Responsibilities

Design and model enterprise graph schemas
Build graph construction pipelines
Implement graph-aware querying and retrieval
Integrate and evaluate retrieval systems

Qualification

PythonMachine LearningGraph DatabasesGraph Query LanguagesData StructuresAlgorithmsInformation RetrievalAWSSoft Skills

Required

Currently pursuing a BS, MS, or PhD in Computer Science, Machine Learning, AI, or a related field
Demonstrate strong programming skills in Python; Java is a plus
Apply solid foundations in algorithms, data structures, and system design
Show interest in information retrieval, RAG systems, or knowledge-centric AI

Preferred

Experience with knowledge graphs, property graphs, or RDF-based systems
Familiarity with graph query languages (Gremlin, SPARQL, Cypher, or similar)
Understanding of graph modeling, schema design, and relationship semantics
Experience with graph databases (e.g., Amazon Neptune, Neo4j, JanusGraph)
Hands-on experience with GraphRAG or hybrid graph + vector retrieval systems
Knowledge of combining symbolic graph reasoning with neural retrieval
Experience integrating graph signals into ranking or retrieval pipelines
Familiarity with subgraph extraction, path-based reasoning, or multi-hop retrieval
Experience using LLMs for information extraction, entity resolution / linking, query understanding or rewriting
Exposure to retrieval evaluation metrics (e.g., relevance, recall, task success)
Ability to design experiments and analyze results for retrieval quality improvements
Experience building data pipelines for large-scale datasets
Familiarity with cloud-native systems (AWS preferred)
Understanding of performance, latency, and scalability trade-offs in retrieval systems

Benefits

A variety of perks, benefits, and options to help employees maintain their physical, mental, emotional, and financial health
Support work-life balance
Contribute to their community in meaningful ways

Company

Zoom

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Zoom is a software company that offers a communications platform that connects people through video, voice, chat, and content sharing.

H1B Sponsorship

Zoom has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (16)
2024 (178)
2023 (144)
2022 (259)
2021 (86)
2020 (34)

Funding

Current Stage
Public Company
Total Funding
$276M
Key Investors
ARK Investment ManagementSequoia CapitalEmergence Capital
2021-11-04Post Ipo Equity· $130M
2019-04-19Post Ipo Equity
2019-04-18IPO

Leadership Team

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Eric Yuan
Founder & CEO
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Xuedong Huang
Chief Technology Officer
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Company data provided by crunchbase