AI Talent Matrix Company Profile
Zilliz
Vector Database / AI Infrastructure · Redwood City, California, USA
Matrix Employer Score™
96.81
High confidence
Employer Intelligence Evidence
Evidence-backed signals supporting our assessment of this AI employer.
AI ImpactHigh Confidence993 evidence itemsView evidence
Supporting signal
Production AI & Enterprise Adoption
Production AI & Enterprise Adoption
High Confidence
Oct 7, 2026
Zilliz Cloud and Milvus support production vector search and retrieval workloads for AI applications, with the Milvus ecosystem used at large scale across recommendation, semantic search, RAG and multimodal retrieval deployments.
Production AI & Enterprise Adoption
High Confidence
Sep 26, 2026
Zilliz and Milvus have been adopted by more than 10,000 global enterprises and AI-native teams for production AI applications including agent memory, RAG, semantic search, recommendations and web-scale search.
Vector Platform Global Scale
High Confidence
Sep 26, 2026
Zilliz and Milvus have been adopted by more than 10,000 global enterprises and AI-native teams for production AI applications including agent memory, RAG, semantic search, recommendations and web-scale search.
AI LeadershipHigh Confidence983 evidence itemsView evidence
Supporting signal
Data & AI Platform Leadership
Data & AI Platform Leadership
High Confidence
Oct 7, 2026
Zilliz created Milvus as a purpose-built distributed vector data-management system supporting billion-scale data, dynamic updates, GPU acceleration, attribute filtering, multi-vector queries and distributed execution.
Data & AI Platform Leadership
High Confidence
Sep 26, 2026
Zilliz develops Milvus and Zilliz Cloud, including Vector Lakebase and the Cardinal engine, combining billion-scale vector search, low-latency indexing, lake-native storage and unstructured-data infrastructure for agentic AI.
Vector Lakebase Engine
High Confidence
Sep 26, 2026
Zilliz develops Milvus and Zilliz Cloud, including Vector Lakebase and the Cardinal engine, combining billion-scale vector search, low-latency indexing, lake-native storage and unstructured-data infrastructure for agentic AI.
Employer StrengthHigh Confidence983 evidence itemsView evidence
Supporting signal
Data & AI Platform Employer Strength
Open Source Enterprise Scale
High Confidence
Sep 26, 2026
Zilliz operates the Milvus ecosystem with 44,000+ GitHub stars, enterprise-grade managed cloud infrastructure, global cloud availability and production customers such as Zillow, OpenEvidence, Exa, Filevine and MiniMax.
Data & AI Platform Employer Strength
High Confidence
Sep 26, 2026
Zilliz operates the Milvus ecosystem with 44,000+ GitHub stars, enterprise-grade managed cloud infrastructure, global cloud availability and production customers such as Zillow, OpenEvidence, Exa, Filevine and MiniMax.
Data & AI Platform Employer Strength
High Confidence
Aug 24, 2022
Zilliz raised $60M in Series B financing, bringing total funding to $113M, with backing from Prosperity7 Ventures, Pavilion Capital, Hillhouse Capital, 5Y Capital and Yunqi Partners; the company also sustains the Milvus open-source vector database ecosystem and commercial Zilliz Cloud platform.
Market TransferabilityHigh Confidence1003 evidence itemsView evidence
Supporting signal
Data & AI Skill Transferability
Data & AI Skill Transferability
High Confidence
Oct 7, 2026
Zilliz and Milvus span vector databases, distributed systems, cloud-native infrastructure, indexing/search, embeddings, RAG, multimodal retrieval and integrations across major AI frameworks and clouds, supporting broad portability across database, data-platform and AI-infrastructure engineering.
Data & AI Skill Transferability
High Confidence
Sep 26, 2026
Vector databases, distributed systems, retrieval, indexing, agent memory, RAG and AI data infrastructure skills transfer exceptionally broadly across AI platforms, search and cloud companies.
Vector Data Portability
High Confidence
Sep 26, 2026
Vector databases, distributed systems, retrieval, indexing, agent memory, RAG and AI data infrastructure skills transfer exceptionally broadly across AI platforms, search and cloud companies.
Matrix Employer Score™ components are supported by structured employer evidence, versioned methodologies, and confidence ratings.
Hiring Signal
Hiring
Employer Signal
98
Hiring Opportunity
90
Company Overview
Employer Snapshot
AI Category
Vector Database / AI Infrastructure
Primary Location
Redwood City, California, USA
Founded
2017
Employees
400
Why AI Talent Watches Zilliz
Zilliz develops Milvus and Zilliz Cloud, providing vector search and AI-native data infrastructure for large-scale retrieval and agent applications.
Why Join
Work on one of the largest open-source vector database ecosystems and production retrieval infrastructure.
Employer Intelligence
Hiring: Hiring
Talent Competition: Very High
Technical Bar: Exceptional
AI Talent Matrix Confidence: High confidence
Recent Employer Signals
Vector Databases, Open Source & AI-Native Data Systems
Zilliz develops Milvus and Zilliz Cloud, placing vector search, database systems, distributed infrastructure, retrieval, and AI-native data engineering at the center of its technical environment. Its open-source roots create an additional developer-ecosystem dimension.
AI Talent Matrix interpretation
Zilliz offers a strong database-and-infrastructure pathway for engineers who want to work on retrieval systems underlying modern AI applications. Open-source influence and production database work are useful employer signals and do not automatically change Matrix Employer Score™.
Talent Intelligence
Matrix Employer Score™ Breakdown
Core Employer Intelligence
AI Impact
99
AI Leadership
98
Employer Strength
98
Market Transferability
100
Career & Workplace
Career Growth
100
Compensation
90
Engineering Culture
100
Work-Life Balance
80
Evidence-Backed Signals
Career Upside
100
Talent Density
100
Hiring Opportunity
90
Talent & Career Programs
Remote Policy
Hybrid / Remote Friendly
Visa Sponsorship
Case by Case
Internship Program
Available
New Grad Program
Available
AI Focus
Vector Database / Retrieval / AI Data Infrastructure / Agents
Flagship Products
Milvus; Zilliz Cloud
Data & Methodology
How AI Talent Matrix interprets this employer
Last Updated
9/5/2026
AI Talent Matrix Confidence
High confidence
Methodology
View Matrix Employer Score™ Methodology →AI Talent Matrix scores and signals are comparative employer-intelligence indicators and should not be interpreted as guarantees of hiring, compensation, career outcomes, or individual fit.
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