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AI Talent Matrix Company Profile

W

Weights & Biases

AI Platform · San Francisco, CA, USA

Matrix Employer Score™

93.67

Medium confidence

Employer Intelligence Evidence

Evidence-backed signals supporting our assessment of this AI employer.

Evidence-backed
AI Impact
High Confidence
99
3 evidence items
View evidence

Supporting signal

Production AI & Enterprise Adoption

Production AI & Enterprise Adoption

High Confidence

Oct 6, 2026

Weights & Biases is used by more than 1 million AI practitioners at 1,400+ companies including OpenAI, Meta and NVIDIA, with more than 1 billion tracked runs; it is now integrated into CoreWeave Forge for model and agent development from training through evaluation and production.

Source: CoreWeaveCompanyOpen source ↗

Mlops User Scale

High Confidence

Sep 26, 2026

Weights & Biases reports 900,000 users and 1,000+ companies, including OpenAI, NVIDIA, Canva, Toyota Research Institute, Salesforce, Microsoft and other major AI teams.

Source: Weights & BiasesCompanyOpen source ↗

Production AI & Enterprise Adoption

High Confidence

Sep 26, 2026

Weights & Biases reports 900,000 users and 1,000+ companies, including OpenAI, NVIDIA, Canva, Toyota Research Institute, Salesforce, Microsoft and other major AI teams.

Source: Weights & BiasesCompanyOpen source ↗
Evidence items: 3Methodology: v1.2Updated: Oct 6, 2026
AI Leadership
High Confidence
98
3 evidence items
View evidence

Supporting signal

Data & AI Platform Leadership

Data & AI Platform Leadership

High Confidence

Oct 7, 2026

Weights & Biases has evolved into an end-to-end AI developer platform spanning model experiments, sweeps, registry and artifacts plus Weave traces, agent evaluations, guardrails and monitors; CoreWeave ARIA adds an AI research agent that analyzes experiment data and production traces and can design and launch follow-up experiments.

Source: Weights & BiasesCompanyOpen source ↗

Data & AI Platform Leadership

High Confidence

Sep 26, 2026

Weights & Biases provides experiment tracking, model development, evaluation, observability and Weave tooling across ML and generative-AI workflows.

Source: Weights & BiasesCompanyOpen source ↗

Mlops Llmops Platform

High Confidence

Sep 26, 2026

Weights & Biases provides experiment tracking, model development, evaluation, observability and Weave tooling across ML and generative-AI workflows.

Source: Weights & BiasesCompanyOpen source ↗
Evidence items: 3Methodology: v1.2Updated: Oct 7, 2026
Employer Strength
High Confidence
100
3 evidence items
View evidence

Supporting signal

Data & AI Platform Employer Strength

Data & AI Platform Employer Strength

High Confidence

Sep 26, 2026

Weights & Biases was acquired by CoreWeave in May 2025, integrating its developer platform with a major AI cloud provider and materially increasing compute, capital and organizational resources.

Source: CoreWeaveCompanyOpen source ↗

Coreweave Acquisition

High Confidence

Sep 26, 2026

Weights & Biases was acquired by CoreWeave in May 2025, integrating its developer platform with a major AI cloud provider and materially increasing compute, capital and organizational resources.

Source: CoreWeaveCompanyOpen source ↗

Data & AI Platform Employer Strength

High Confidence

May 5, 2025

CoreWeave completed its acquisition of Weights & Biases in May 2025, combining W&B with a public AI-cloud company and subsequently integrating it as a named product within CoreWeave Forge while retaining its platform, customers and cloud-agnostic operation.

Source: CoreWeave Investor RelationsCompany IROpen source ↗
Evidence items: 3Methodology: v1.2Updated: Sep 26, 2026
Market Transferability
High Confidence
100
3 evidence items
View evidence

Supporting signal

Data & AI Skill Transferability

Data & AI Skill Transferability

High Confidence

Oct 6, 2026

Weights & Biases connects experiment tracking, model evaluation and model management with CoreWeave Forge Training, Inference, Registry and Sandboxes while remaining cloud-agnostic, supporting portability across ML research, evaluation, MLOps, inference and AI-platform engineering.

Source: CoreWeaveCompanyOpen source ↗

Ml Platform Portability

High Confidence

Sep 26, 2026

Experiment tracking, evaluation, observability, model development and AI platform skills transfer exceptionally broadly across frontier labs, cloud and enterprise AI.

Source: Weights & BiasesCompanyOpen source ↗

Data & AI Skill Transferability

High Confidence

Sep 26, 2026

Experiment tracking, evaluation, observability, model development and AI platform skills transfer exceptionally broadly across frontier labs, cloud and enterprise AI.

Source: Weights & BiasesCompanyOpen source ↗
Evidence items: 3Methodology: v1.2Updated: Oct 6, 2026

Matrix Employer Score™ components are supported by structured employer evidence, versioned methodologies, and confidence ratings.

Hiring Signal

Hiring

Employer Signal

100

Hiring Opportunity

73

Company Overview

Employer Snapshot

AI Category

AI Platform

Primary Location

San Francisco, CA, USA

Founded

2017

Employees

315

Why AI Talent Watches Weights & Biases

Weights & Biases provides MLOps tools for experiment tracking, model management, evaluation, and production AI workflows.

Why Join

Build the essential MLOps platform trusted by leading AI organizations for experiment tracking, model evaluation, collaboration, and machine learning development.

Employer Intelligence

Hiring: Hiring

Talent Competition: High

Technical Bar: Very High

AI Talent Matrix Confidence: Medium confidence

Talent Intelligence

Matrix Employer Score™ Breakdown

View Matrix Employer Score™ Methodology →

Core Employer Intelligence

AI Impact

99

AI Leadership

98

Employer Strength

100

Market Transferability

100

Career & Workplace

Career Growth

90

Compensation

80

Engineering Culture

90

Work-Life Balance

80

Evidence-Backed Signals

Career Upside

90

Talent Density

90

Hiring Opportunity

73

Talent & Career Programs

Remote Policy

Remote

Visa Sponsorship

Yes

Internship Program

Available

New Grad Program

Limited

AI Focus

AI Platform

Flagship Products

W&B Models; W&B Weave; W&B Launch; W&B Sweeps

Data & Methodology

How AI Talent Matrix interprets this employer

Last Updated

8/2/2026 9:40am

AI Talent Matrix Confidence

Medium confidence

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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