AI Talent Matrix Company Profile
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.
AI ImpactHigh Confidence993 evidence itemsView 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.
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.
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.
AI LeadershipHigh Confidence983 evidence itemsView 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.
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.
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.
Employer StrengthHigh Confidence1003 evidence itemsView 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.
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.
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.
Market TransferabilityHigh Confidence1003 evidence itemsView 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.
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.
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.
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
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
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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