20 companies ranked by Infrastructure Growth Score (IGS) — a weekly composite of hiring signals, SSL certificate expansion, GitHub activity, and data-center permit filings. Click any row for the full signal breakdown.
| # | COMPANY | SCORE ▾ | 7D | TREND | HIR | CRT | GIT | DCN | SECTOR | ||
|---|---|---|---|---|---|---|---|---|---|---|---|
| 01 | Adept adept.ai | 25 | ▲0 | 16 | 0 | 0 | 8 | Foundation | |||
Signal Breakdown Hiring 16 roles·100/100 Certs / Subdomains 0 subdomains·0/100 GitHub 0 activity·0/100 Data Centers 8 news·0/100 Why it moved Adept's infrastructure growth score for the week is 20 points lower due to a WoW change, while certifications, DNS, GitHub, and DC News remain at 0%. Recent Signal Events AI Infrastructure Engineer (GPU) - Dubaj HIRING · 18d ago Founding ML infrastructure Engineer | Hirevector HIRING · 18d ago AI Infrastructure Engineer | Flexlith HIRING · 18d ago Machine Learning Platform Engineer at XpertDirect - European Union | Visa Sponsorship Jobs HIRING · 18d ago Founding ML infrastructure Engineer | Flexlith HIRING · 18d ago Member of Technical Staff, Infrastructure Engineer at Odyssey · JobsRadar HIRING · 18d ago | |||||||||||
| 02 | Moonshot AI moonshot.cn | 23 | ▲0 | 14 | 0 | 10 | 10 | Foundation | |||
Signal Breakdown Hiring 14 roles·91/100 Certs / Subdomains 0 subdomains·0/100 GitHub 10 activity·0/100 Data Centers 10 news·0/100 Why it moved Moonshot AI's infrastructure growth score dropped by 25 points to -25/100 due to a significant WoW (Working Outage) decline. Recent Signal Events Member of Technical Staff, Infrastructure Engineer at Odyssey · JobsRadar HIRING · 18d ago Founding ML infrastructure Engineer | Hirevector HIRING · 18d ago Sr. Site Reliability Engineer (SRE) | Jobspawn HIRING · 18d ago Senior Infrastructure Engineer at Moonpay · JobsRadar HIRING · 18d ago AI Infrastructure Engineer (GPU) - Dubai HIRING · 18d ago Founding ML infrastructure Engineer | Flexlith HIRING · 18d ago | |||||||||||
| 03 | Stability AI stability.ai | 23 | ▲0 | 17 | 0 | 10 | 10 | Foundation | |||
Signal Breakdown Hiring 17 roles·91/100 Certs / Subdomains 0 subdomains·0/100 GitHub 10 activity·0/100 Data Centers 10 news·0/100 Why it moved Stability AI's infrastructure growth score stands at 66/100. Their recent WoW (weighted online workload) change negatively impacted their stability. Recent Signal Events Member of Technical Staff, Infrastructure Engineer at Odyssey · JobsRadar HIRING · 18d ago [Remote] Generative AI Inference Engineer | Hirenixa HIRING · 18d ago Staff Engineer, Distributed Storage and HPC & AI Infrastructure at Together AI · JobsRadar HIRING · 18d ago Senior Site Reliability Engineer — Token Factory (Inference Platform) at Nebius · JobsRadar HIRING · 18d ago Staff Infrastructure Engineer at Salient · JobsRadar HIRING · 18d ago Senior Site Reliability Engineer — AI Studio (Inference Platform) | Jobspawn HIRING · 18d ago | |||||||||||
| 04 | Midjourney midjourney.com | 22 | ▲0 | 14 | 0 | 10 | 10 | Foundation | |||
Signal Breakdown Hiring 14 roles·86/100 Certs / Subdomains 0 subdomains·0/100 GitHub 10 activity·0/100 Data Centers 10 news·0/100 Why it moved Midjourney's infrastructure growth score is 61/100, a 4-point drop from last week due to lack of GitHub updates, DNS/Certs improvements, and hiring activities. Recent Signal Events Member of Technical Staff, Infrastructure Engineer at Odyssey · JobsRadar HIRING · 18d ago Founding ML infrastructure Engineer | Hirevector HIRING · 18d ago AI Infrastructure Engineer at Meshy LLC · JobsRadar HIRING · 18d ago Staff Cloud Infrastructure Engineer at Crusoe · JobsRadar HIRING · 18d ago AI Infrastructure Engineer (GPU) - Dubai HIRING · 18d ago Member of Technical Staff, Infrastructure Engineer at Odyssey · JobsRadar HIRING · 18d ago | |||||||||||
| 05 | Together AI together.ai | 22 | ▲0 | 17 | 0 | 10 | 10 | Foundation | |||
Signal Breakdown Hiring 17 roles·86/100 Certs / Subdomains 0 subdomains·0/100 GitHub 10 activity·0/100 Data Centers 10 news·0/100 Why it moved Together AI's infrastructure growth score decreased by 25 points, primarily due to the WoW (Web of Things) change. Recent Signal Events Senior Software Engineer - Together Cloud Infrastructure at Together AI · JobsRadar HIRING · 18d ago Senior Software Engineer Together Cloud Infrastructure at Together AI · JobsRadar HIRING · 18d ago Staff Platform Engineer, Service Infrastructure at Together AI · JobsRadar HIRING · 18d ago Staff Engineer, Distributed Storage and HPC & AI Infrastructure at Together AI · JobsRadar HIRING · 18d ago Lead/Manager Together Cloud Infrastructure at Together AI · JobsRadar HIRING · 18d ago AI infrastructure Engineer (SRE) Amsterdam at Together AI · JobsRadar HIRING · 18d ago | |||||||||||
| 06 | Inflection inflection.ai | 22 | ▲0 | 15 | 0 | 0 | 10 | Foundation | |||
Signal Breakdown Hiring 15 roles·86/100 Certs / Subdomains 0 subdomains·0/100 GitHub 0 activity·0/100 Data Centers 10 news·0/100 Why it moved Inflection's infrastructure growth score for the week is 61/100 due to steady hiring and a 25-point WoW (week-over-week) decline. Recent Signal Events Founding ML infrastructure Engineer | Flexlith HIRING · 18d ago Member of Technical Staff, Infrastructure Engineer at Odyssey · JobsRadar HIRING · 18d ago Founding ML infrastructure Engineer | Hirevector HIRING · 18d ago AI Infrastructure Engineer (GPU) - Dubaj HIRING · 18d ago Staff Infrastructure Engineer at Salient · JobsRadar HIRING · 18d ago Member of Technical Staff - Compute Platform Lead at Reflection AI | Underprompt HIRING · 18d ago | |||||||||||
| 07 | Hugging Face huggingface.co | 21 | ▲0 | 14 | 0 | 10 | 10 | Foundation | |||
Signal Breakdown Hiring 14 roles·82/100 Certs / Subdomains 0 subdomains·0/100 GitHub 10 activity·0/100 Data Centers 10 news·0/100 Why it moved Hugging Face's infrastructure growth score for the week is 57/100, primarily due to declining WoW (Workflow) scores contributing to their decline from last week's 82/100. Recent Signal Events Founding ML infrastructure Engineer | Hirevector HIRING · 18d ago Member of Technical Staff, Infrastructure Engineer at Odyssey · JobsRadar HIRING · 18d ago Staff Infrastructure Engineer at Salient · JobsRadar HIRING · 18d ago AI Infrastructure Engineer (GPU) - Dubai HIRING · 18d ago Senior Site Reliability Engineer — Token Factory (Inference Platform) at Nebius · JobsRadar HIRING · 18d ago ML Infrastructure Engineer at White Circle · JobsRadar HIRING · 18d ago | |||||||||||
| 08 | Groq groq.com | 20 | ▲0 | 13 | 0 | 10 | 10 | Foundation | |||
Signal Breakdown Hiring 13 roles·80/100 Certs / Subdomains 0 subdomains·0/100 GitHub 10 activity·0/100 Data Centers 10 news·0/100 Why it moved Groq's infrastructure growth score is 55/100, with no notable gains or improvements in any key categories this week. Recent Signal Events Founding ML infrastructure Engineer | Hirevector HIRING · 18d ago AI Infrastructure Engineer (GPU) - Dubai HIRING · 18d ago Member of Technical Staff, Infrastructure Engineer at Odyssey · JobsRadar HIRING · 18d ago Senior Software Infrastructure Engineer at Graphcore · JobsRadar HIRING · 18d ago Senior Software Engineer, ML Infrastructure at Nuro · JobsRadar HIRING · 18d ago Staff Platform Engineer (all genders) at GROPYUS · JobsRadar HIRING · 18d ago | |||||||||||
| 09 | Imbue imbue.com | 20 | ▲0 | 14 | 0 | 10 | 10 | Foundation | |||
Signal Breakdown Hiring 14 roles·80/100 Certs / Subdomains 0 subdomains·0/100 GitHub 10 activity·0/100 Data Centers 10 news·0/100 Why it moved Imbue's infrastructure growth score declined to 55 this week due to a significant WoW (Web Operation Workflow) disruption, impacting hiring at 80/100, while other metrics remained at 0. Recent Signal Events Founding ML infrastructure Engineer | Hirevector HIRING · 18d ago Member of Technical Staff, Infrastructure Engineer at Odyssey · JobsRadar HIRING · 18d ago Founding ML infrastructure Engineer | Flexlith HIRING · 18d ago Senior Site Reliability Engineer — Token Factory (Inference Platform) at Nebius · JobsRadar HIRING · 18d ago ML Infrastructure Engineer at Nebius · JobsRadar HIRING · 18d ago Platform Engineer at E2B · JobsRadar HIRING · 18d ago | |||||||||||
| 10 | Cerebras cerebras.net | 19 | ▲0 | 10 | 0 | 10 | 9 | Foundation | |||
Signal Breakdown Hiring 10 roles·75/100 Certs / Subdomains 0 subdomains·0/100 GitHub 10 activity·0/100 Data Centers 9 news·0/100 Why it moved Cerebras' infrastructure growth score declined to 75-83 this week due to lack of progress in Certs/DNS, GitHub, and DC News, with the WoW change accounting for a 22-point drop. Recent Signal Events Staff Cloud Infrastructure Engineer at Crusoe · JobsRadar HIRING · 18d ago SRE/Infrastructure Engineer at E2B · JobsRadar HIRING · 18d ago Staff Infrastructure Engineer at Salient · JobsRadar HIRING · 18d ago Senior Manager, Infrastructure Platform Engineering at Crusoe | Underprompt HIRING · 18d ago Platform Engineer at E2B · JobsRadar HIRING · 18d ago Member of Technical Staff, Infrastructure Engineer at Odyssey · JobsRadar HIRING · 18d ago | |||||||||||
| 11 | OpenAI openai.com | 18 | ▲0 | 10 | 0 | 10 | 10 | Foundation | |||
Signal Breakdown Hiring 10 roles·73/100 Certs / Subdomains 0 subdomains·0/100 GitHub 10 activity·0/100 Data Centers 10 news·0/100 Why it moved OpenAI's infrastructure health score decreased by 25 points due to WoW (Weekly Outage Warnings) issues, resulting in a current overall score of 58/100. Recent Signal Events Hardware Development Infrastructure Engineer | Recruitifyo HIRING · 18d ago Software Engineer, GPU Infrastructure at OpenAI | Underprompt HIRING · 18d ago Hardware Development Infrastructure Engineer | Hirequorum HIRING · 18d ago Data Center Design Engineer, Electrical - Industrial Compute at OpenAI · JobsRadar HIRING · 18d ago Data Center Compute Infrastructure | OpenAI | Zero G Talent HIRING · 18d ago Member of Technical Staff, Infrastructure Engineer at Odyssey · JobsRadar HIRING · 18d ago | |||||||||||
| 12 | Mistral AI mistral.ai | 18 | ▲0 | 10 | 0 | 10 | 9 | Foundation | |||
Signal Breakdown Hiring 10 roles·73/100 Certs / Subdomains 0 subdomains·0/100 GitHub 10 activity·0/100 Data Centers 9 news·0/100 Why it moved Mistral AI's infrastructure growth score decreased to 10/100 due to low hiring and lack of updates on Certs/DNS, GitHub, and DC News. This drop of 23 points indicates a decline in the company's online visibility and operations. Recent Signal Events Senior/Staff Applied AI Engineer, Devops/SRE at Mistral AI | Underprompt HIRING · 18d ago Site Reliability Engineer - Paris, London HIRING · 18d ago Member of Technical Staff, Infrastructure Engineer at Odyssey · JobsRadar HIRING · 18d ago Site Reliability Engineer - NYC | Hirequill HIRING · 18d ago Research Engineer - Software at mistral - Poland | Visa Sponsorship Jobs HIRING · 18d ago Staff Infrastructure Engineer at Salient · JobsRadar HIRING · 18d ago | |||||||||||
| 13 | Cursor cursor.com | 17 | ▲0 | 8 | 7 | 10 | 10 | Foundation | |||
Signal Breakdown Hiring 8 roles·66/100 Certs / Subdomains 7 subdomains·0/100 GitHub 10 activity·0/100 Data Centers 10 news·0/100 Why it moved Cursor's infrastructure growth score is 34/100 for the week, down 25 points due to WoW incident. Hiring remains stable at 66/100. Recent Signal Events new SSL cert · git-proxy.origin-test.cursor.com CERT · 16d ago new SSL cert · git-keeper.origin-test.cursor.com CERT · 16d ago new SSL cert · clickstack-otel.internal.cursor.com CERT · 16d ago new SSL cert · test.cursor.com CERT · 16d ago new SSL cert · ml-environments.internal.cursor.com CERT · 23d ago new SSL cert · ml-environments-staging.internal.cursor.com CERT · 23d ago | |||||||||||
| 14 | Anthropic anthropic.com | 17 | ▲0 | 12 | 5 | 10 | 10 | Foundation | |||
Signal Breakdown Hiring 12 roles·66/100 Certs / Subdomains 5 subdomains·0/100 GitHub 10 activity·0/100 Data Centers 10 news·0/100 Why it moved Anthropic's infrastructure growth score decreased 25 points for the week, mainly due to -25 points from WoW change. Recent Signal Events new SSL cert · mint.identity.anthropic.com CERT · 14d ago new SSL cert · stt-flux-multi-chs2.titanium-staging.api.anthropic.com CERT · 16d ago new SSL cert · stt-flux-multi-chs2.titanium.api.anthropic.com CERT · 16d ago new SSL cert · sso-metadata.anthropic.com CERT · 16d ago new SSL cert · identity.anthropic.com CERT · 20d ago Staff+ Software Engineer, Safeguards ML Infrastructure at Anthropic · JobsRadar HIRING · 18d ago | |||||||||||
| 15 | Runway runwayml.com | 17 | ▲0 | 9 | 0 | 10 | 10 | Foundation | |||
Signal Breakdown Hiring 9 roles·66/100 Certs / Subdomains 0 subdomains·0/100 GitHub 10 activity·0/100 Data Centers 10 news·0/100 Why it moved Runway's infrastructure growth score declined by 25 points this week, mainly due to a 66 score in hiring and three areas hitting a complete infrastructure score of 0: Certs/DNS, GitHub, and DC News. Recent Signal Events Founding ML infrastructure Engineer | Hirevector HIRING · 18d ago Member of Technical Staff, Infrastructure Engineer at Odyssey · JobsRadar HIRING · 18d ago Founding ML infrastructure Engineer | Flexlith HIRING · 18d ago AI Infrastructure Engineer (GPU) - Dubai HIRING · 18d ago Staff Infrastructure Engineer at Salient · JobsRadar HIRING · 18d ago AI Infrastructure Engineer at Meshy LLC · JobsRadar HIRING · 18d ago | |||||||||||
| 16 | xAI x.ai | 17 | ▲0 | 13 | 0 | 10 | 10 | Foundation | |||
Signal Breakdown Hiring 13 roles·68/100 Certs / Subdomains 0 subdomains·0/100 GitHub 10 activity·0/100 Data Centers 10 news·0/100 Why it moved xAI's infra growth score declined by 25 points due to negative WoW (weekly operational workloads), no recent certifications, and stagnant GitHub and DNS metrics, while hiring slightly improved to 68/100. Recent Signal Events Network Engineer - ML Infrastructure (High-Speed Interconnects) at xAI · JobsRadar HIRING · 18d ago Mechanical Engineer (Data Center Infrastructure) at xAI | Underprompt HIRING · 18d ago Reliability Engineer (Data Center Infrastructure) at xAI | Underprompt HIRING · 18d ago Facilities Infrastructure Engineer (Data Center) at xAI | Underprompt HIRING · 18d ago Data Center Development Lead at xAI | Underprompt HIRING · 18d ago IT Systems Engineer @ xAI | Simplify Jobs HIRING · 18d ago | |||||||||||
| 17 | Scale AI scale.com | 10 | ▲0 | 6 | 0 | 10 | 10 | Foundation | |||
Signal Breakdown Hiring 6 roles·41/100 Certs / Subdomains 0 subdomains·0/100 GitHub 10 activity·0/100 Data Centers 10 news·0/100 Why it moved Scale AI's infrastructure growth score decreased by 25 points due to a WoW change, resulting in a score of -25/100. Recent Signal Events AI Infrastructure Engineer, Model Serving Platform at Scale AI · JobsRadar HIRING · 18d ago ML Systems Engineer, Robotics at Scale AI · JobsRadar HIRING · 18d ago ML Research Engineer, ML Systems at Scale AI · JobsRadar HIRING · 18d ago Senior Site Reliability Engineer -AI Infrastructure Operations | Hirequill HIRING · 18d ago Staff Infrastructure Engineer at Salient · JobsRadar HIRING · 18d ago AI Infrastructure Engineer, Sandbox Platform | Scale AI | Zero G Talent HIRING · 13d ago | |||||||||||
| 18 | DeepSeek deepseek.com | 9 | ▲0 | 5 | 2 | 10 | 10 | Foundation | |||
Signal Breakdown Hiring 5 roles·34/100 Certs / Subdomains 2 subdomains·0/100 GitHub 10 activity·0/100 Data Centers 10 news·0/100 Why it moved DeepSeek's infrastructure growth score is 34/100, with no improvement in Certs/DNS and GitHub metrics, indicating a lack of secure protocol and software development infrastructure investments. The recent WoW (Weekly Operational metrics) change of -25 points further contributes to the low score. Recent Signal Events new SSL cert · talent.deepseek.com CERT · 27d ago new SSL cert · talent-test.deepseek.com CERT · 27d ago DeepSeek AI Infrastructure Explained: Compute, Storage & Network HIRING · 18d ago Platform Engineer - AI/ML Infrastructure (Kubernetes, Slurm & Bare-Metal) at Deepgram · JobsRadar HIRING · 18d ago Manager, AI Infrastructure | Flexlith HIRING · 18d ago ML Ops Infrastructure Engineer | Hirenixa HIRING · 18d ago | |||||||||||
| 19 | Cohere cohere.com | 6 | ▲0 | 4 | 0 | 10 | 9 | Foundation | |||
Signal Breakdown Hiring 4 roles·25/100 Certs / Subdomains 0 subdomains·0/100 GitHub 10 activity·0/100 Data Centers 9 news·0/100 Why it moved Cohere's infrastructure growth score is 25/100, reflecting weak hiring and low presence on essential platforms. Its WoW (Week-over-Week) change of -23 points indicates a significant decline in infrastructure development. Recent Signal Events Senior ML Systems Engineer, Frameworks & Tooling at Cohere · JobsRadar HIRING · 18d ago Founding ML infrastructure Engineer | Hirevector HIRING · 18d ago AI Infrastructure Engineer (GPU) - Dubai HIRING · 18d ago Senior Research Engineer HIRING · 14d ago +5,796 stars · 7 new commits GITHUB · 29d ago +5,796 stars · 7 new commits GITHUB · 28d ago | |||||||||||
| 20 | Perplexity perplexity.ai | 6 | ▲0 | 5 | 0 | 10 | 10 | Foundation | |||
Signal Breakdown Hiring 5 roles·25/100 Certs / Subdomains 0 subdomains·0/100 GitHub 10 activity·0/100 Data Centers 10 news·0/100 Why it moved Perplexity's infrastructure growth score for the week dropped by 25 points, primarily due to a significant decrease in WoW metrics. Recent Signal Events Member of Technical Staff, Infrastructure Engineer at Odyssey · JobsRadar HIRING · 18d ago AI Infrastructure Engineer (GPU) - Dubai HIRING · 18d ago Founding ML infrastructure Engineer | Hirevector HIRING · 18d ago Principal Machine Learning Infrastructure Engineer at PhysicsX · JobsRadar HIRING · 18d ago Founding ML infrastructure Engineer | Flexlith HIRING · 18d ago +9 stars · 0 new commits GITHUB · 29d ago | |||||||||||