Hiring data collected from 424 companies in the last 24 hours

Daily hiring momentum for Physical AI
companies — point-in-time

ATS-sourced hiring signals across 430 humanoid, autonomous-vehicle, industrial-robotics, and drone companies — ~424 firms updated daily. Point-in-time data designed for systematic investment analysis.

View Coverage Universe
424 live
Companies updated (last 24h)
430
Coverage universe
121
Public equities tracked
17+
Countries / regions
730 days
Max historical depth
Sample Data

Live hiring-momentum feed — sample snapshot

Track absolute headcount changes, 14-day delta%, and signal tiers in real time. Full coverage available after sign-in.

Hiring Momentum — Selected companies (latest)
Company Ticker Open Roles 14d Δ% Δ Abs. Signal Tier Equity
Figure AI—89+44.0%▲ +27🔥 Strong Surge—
Boston Dynamics—125+28.2%▲ +28📈 Surge—
NVIDIA CorporationNVDA1,240+8.3%▲ +95↗ Hiring UpYes
Tesla, Inc.TSLA620±0.0%—→ StableYes
████████ Robotics██████+-██.█%▼ -██🧊 Hiring FreezeYes
████ AI Inc.—0——🧊 Freeze Confirmed—
Full data for all 430 companies in the coverage universe — sign up free (30 seconds)
Features

Hiring signals engineered for investment workflows

Direct ATS polling and proprietary career-page crawls, run daily. Primary-source hiring data structured for systematic model integration.

Daily coverage: 430 companies
US, China, Europe, Japan, and Korea Physical AI companies polled every morning from Greenhouse, Lever, Ashby, Workday, Feishu, and proprietary career pages. ~424 companies updated in the last 24 hours. Zero-vacancy confirmation (hiring freeze) is recorded as a data point, not a gap.
Hiring momentum overlay with equity price
For the 121 listed equities in the universe, job-count time series and stock-price lines are rendered on the same axis. Visualise the lead/lag relationship between hiring momentum and price action.
NYSE / NASDAQ / TSE / HKEX
Hiring screener + normalised comparison chart
Filter and rank the universe by 7-day or 30-day hiring-momentum change. Plot up to five companies on a base-100 normalised chart to isolate pure momentum without headcount-size bias.
Watchlist + pre-market alert delivery
Tag companies for monitoring. Email alerts fire before NYSE open each morning when a held position or watchlist name breaches your defined hiring-change threshold.
REST API + bulk export
Pull time-series snapshots as JSON or CSV. Pipe directly into existing quant workflows — Python, R, Excel — without data-normalisation overhead.
Standard / Enterprise
MCP — LLM / agent-native integration
Connect via npx humanoid-jobs-mcp to Claude or Cursor. Query the alternative dataset in natural language — no SQL required.
Enterprise
Seven-tier signal taxonomy — noise-filtered
Strong Surge 🔥 / Surge 📈 / Hiring Up ↗ / Stable → / Hiring Down ↘ / Hiring Freeze 🧊 / Freeze Confirmed 🧊 — seven tiers. A signal fires only when both the percentage delta and the absolute-headcount delta breach thresholds simultaneously, suppressing false positives from small-company statistical noise.
📄 Read the methodology →
A proprietary dataset that compounds daily
This dataset is built on humanoid-jobs.com — the specialized job board for Physical AI itself. Because the collection is purpose-built for this single vertical, every day of polling compounds into a proprietary time series that latecomers cannot backfill retroactively. The longer it runs, the more unique and defensible it becomes.
Specialist-sourced · proprietary
📄 Methodology Whitepaper — Institutional Due Diligence →

Data sources, collection pipeline, signal formulas, accuracy metrics, and ATS coverage audit — fully disclosed.

Data Integrity

Why this alternative dataset is audit-grade

🎯
Primary-source only
Every data point is collected directly from the company's own ATS (Workday, Greenhouse, Lever, etc.). No aggregators, no resellers — raw ATS-sourced counts only.
📅
Daily, point-in-time collection
The full 430-company universe is polled on a fixed daily schedule; ~424 companies return data each run. Point-in-time snapshots are immutable — back-filled records are clearly labelled.
📐
Rules-based signal generation
Signal tiers are determined by explicit numeric thresholds on 14-day delta% and absolute headcount change. No discretionary override, no black-box model.
🔒
No retroactive revision
Historical records are immutable once written. Collection failures are flagged as "unavailable" — prior-day values are never forward-filled to mask gaps.

Full collection methodology, signal definitions, and quality-control procedures → Methodology Whitepaper

MCP Integration

Agent-native access for LLM-driven analysis

Connect once and your AI analyst can autonomously screen the hiring-momentum universe, surface surges, and cross-reference equity data — no manual API calls required.

claude_desktop_config.json
{
  "mcpServers": {
    "altdata": {
      "command": "npx",
      "args": ["humanoid-jobs-mcp"],
      "env": {
        "ALTDATA_API_KEY": "your_key"
      }
    }
  }
}
get_company_hiring
Point-in-time hiring time series for one company (daily active + new roles)
search_surge
Screen for hiring surges across the coverage universe (lookback window + threshold)
compare_companies
Normalised momentum comparison for up to five companies (base-100 index)
get_bulk_hiring
Bulk pull — full coverage universe snapshot (Enterprise)
get_coverage_stats
Today's collection coverage and data-freshness audit
MCP access is restricted to Enterprise plan subscribers. API keys are provisioned automatically in the dashboard.
Pricing

Straightforward access tiers

Start with the free trial tier, then contact us when you need full coverage or institutional access. Invoice billing available.

Trial
Free
Evaluate the dataset before committing
  • Top-10 company hiring data
  • 30-day point-in-time snapshots
  • Screener + comparison chart
  • API access (10 companies, 30-day history)
  • Bulk export
  • Alert delivery
  • MCP / agent access
Most Popular
Standard
Contact us
For hedge funds and research institutions — pricing varies by channel and contract structure
  • Full 430-company coverage universe
  • 180-day point-in-time history
  • Unlimited API access
  • Bulk export (CSV / JSON)
  • Pre-market alert delivery
  • MCP / agent access
Contact Us
Enterprise
Contact us
Institutional investors and data platform partners
  • Full 430-company coverage universe
  • 730-day (2-year) point-in-time history
  • Unlimited API access
  • Bulk export (CSV / JSON)
  • Pre-market alert delivery
  • MCP access (LLM / agent-native)
Contact Us
Coverage

Coverage universe: 430 companies

ATS-sourced hiring data collected daily for every company below. ● Updated today

430
1X Technologies
4AG Robotics
ABB Ltd ABBN
AI2 Robotics
AMP Robotics
ANYbotics
Abyss Solutions
Addverb Technologies
Aescape
AgiBot (Zhiyuan)
Agile Robots
Agility Robotics
Agtonomy
Airobotics
Allegro MicroSystems ALGM
Allient Inc. ALNT
Alva Industries
Amazon.com AMZN
Ambarella AMBA
Ambi Robotics
Analog Devices ADI
Anduril Industries
Angel Robotics 455900
Anscer Robotics
Apex.AI
Applied Intuition
Apptronik
Aptiv PLC APTV
Astribot
Aurora Innovation AUR
Auterion
AutoStore AUTO
Automata
A Avride
Bear Robotics
Bedrock Robotics
Beewise
Berkshire Grey
Bosch
Boston Dynamics
Bot Auto
Bota Systems
Botsync
Bright Machines
Brightpick
Built Robotics
Burro
CMR Surgical
CYBERDYNE 7779
Carbon Robotics
Chef Robotics
Cobalt Robotics
Coco Delivery
Coco Robotics
Cognex Corporation CGNX
Collaborative Robotics
Connected Robotics
Cortex AI
Corvus Robotics
Cyngn CYN
DEEP Robotics
DEVANTHRO
D DIGIT Robotics (Shenzhen)
Denso Corporation 6902
Dexmate
Dexory
Dexterity
Diligent Robotics
Doosan Robotics 454910
D DroidUp
DroneDeploy
Dusty Robotics
Dyna Robotics
Eka Robotics
Electric Sheep Robotics
Elite Robots
Enchanted Tools
EngineAI
Estun Automation 002747
Eureka Robotics
Exotec
FORT Robotics
Farm-ng
Festo
Field AI
Figure AI
Flexion Robotics
Flyability
Formic
ForwardX Robotics
Foundation
Fourier Intelligence
Foxglove
Franka Robotics
Fujitsu Limited 6702
GAC Group 2238
GITAI
Galaxea AI
Gather AI
Gatik
Gecko Robotics
Generalist AI
Generative Bionics
Genesis AI
Ghost Robotics
GrayMatter Robotics
GreyOrange
Groove X
HONOR Robotics
Hadrian
Haier 600690
H Helsing
Hesai Technology HSAI
Hexagon AB HEXA-B
Honda Motor 7267
Horizon Robotics
Humanoid
Hyundai Motor Company 005380
Intel Corporation INTC
Intrinsic
Intuitive Surgical ISRG
JAKA Robotics
Jacobi Robotics
Joby Aviation JOBY
KUKA AG KU2
Kassow Robots
Knightscope KSCP
Kodiak Robotics KDK
Kompai Robotics
LG Electronics 066570
LG Energy Solution 373220
Lattice Semiconductor LSCC
Leader Harmonious Drive Systems 688017
Leju Robotics
Levita Magnetics
Locus Robotics
Luminar Technologies LAZR
Machina Labs
Magazino
Matic Robots
Mecademic
Mech-Mind Robotics
Mendaera
Meta Platforms META
Microchip Technology MCHP
Microsoft MSFT
Minth Group 0425
Mobile Industrial Robots
Moog Inc. MOG.A
Mujin
Murata Manufacturing 6981
Mushiny
Mytra
NEC Corporation 6701
NVIDIA Corporation NVDA
NXP Semiconductors NXPI
Neuromeka 348340
Nimble Robotics
Noble Machines
Nodar
N Nomagic
Nuro
Omron Corporation 6645
Onward Robotics
Osaro
Ouster OUST
Outrider
Overland AI
PAL Robotics
Panasonic Holdings 6752
Parallel Systems
Path Robotics
Persona AI
Physical Intelligence
Physical Robotics
Pickle Robot
Plus One Robotics
Point One Navigation
Prophesee
Prosper Robotics
Qualcomm QCOM
RIVR
ROHM Co., Ltd. 6963
RT Corporation
Rapyuta Robotics
RealMan Robotics
Reflex Robotics
Regal Rexnord RRX
Renesas Electronics 6723
Rhoda AI
RobCo
RoboForce
RoboSense 2498
Robust AI
Rockwell Automation ROK
Saildrone
Samsung Electronics 005930
Sanctuary AI
Sanhua Intelligent Controls 002050
Saronic
Sastra Robotics
Savioke
Scale AI
Schaeffler AG SHA
Seiko Epson 6724
Sensata Technologies ST
Sereact
Serve Robotics SERV
Sharpa Robotics
Shield AI
Siemens AG SIE
Skild AI
Skydio
Smile Robotics
SoftBank Group 9984
Sony Group 6758
Stack AV
Standard Bots
Staubli
Sunday Robotics
Sunny Optical Technology 2382
Svaya Robotics
Symbotic SYM
Synapticon
T TARS Robotics
TDK Corporation 6762
TE Connectivity TEL
THK Co., Ltd. 6481
TechMagic
Techman Robot
Telexistence
Teradyne (UR/MiR) TER
Tesla, Inc. TSLA
Texas Instruments TXN
The Bot Company
Third Wave Automation
Ti5 Robot
Tokyo Robotics
Torc Robotics
Toyota Motor Corporation 7203
Trimble Inc. TRMB
Tutor Intelligence
UMA
United Robotics Group
Unitree Robotics
Velo3D
Vention
Viam
Voxel51
Waabi
Wandelbots
Wandercraft
Waymo
Wayve
Weave Robotics
Weilan
Wonik Robotics
World Labs
Wuji Tech
W Wuzhou Xinchun 603667
X Square Robot
Xiaomi Corporation 1810
Xpeng XPEV
Yamaha Motor 7272
Yaskawa Electric 6506
ZMP
Zebra Technologies ZBRA
Zipline
ugo
voraus robotik
AUBO Robotics
Advanced Construction Robotics
Advanced Micro Devices AMD
AheadForm
Aidin Robotics
Aigen
Alphabet (Google) GOOGL
Amphenol Corporation APH
Anyware Robotics
Asahi Kasei 3407
Asensus Surgical
Asimov Robotics
Asratec
Ati Motors
Augmentus
Balyo BALYO
Beijing Humanoid Robot Innovation Center
Boardwalk Robotics
ByteDance Seed Robotics
Cambrian Robotics
Cellula Robotics
Clone Robotics
Comau
Contemporary Amperex Technology 300750
CynLr
DirectDriveTech
Dobot 2432
Doog
Drishti Technologies
Ekso Bionics
Elephant Robotics
Emerson Electric EMR
Engineered Arts
Fanuc Corporation 6954
FarmWise
Fauna Robotics
Formant
Four Growers
Galbot
Gaussian Robotics
Genrobotics
Giant.AI
Guardian Agriculture
HD Hyundai Robotics
HEBI Robotics
Han's Laser 002008
Han's Robot
Hand Plus Robotics
Hanson Robotics
Hanwha Robotics
Harmonic Drive Systems 6324
Hello Robot
Hillbot
Hitachi 6501
Holiday Robotics
Hon Hai Precision Industry (Foxconn) 2317
Infineon Technologies IFX
Innoviz Technologies INVZ
KEWAZO
Kawada Robotics
Kawasaki Heavy Industries 7012
Keenon Robotics
Keigan
Kepler Robotics
Keyence Corporation 6861
Kind Humanoid
Kiwibot
LYRO Robotics
Libiao Robotics
LimX Dynamics
Lingxin Qiaoshou
Linkerbot
MagicLab
Mbodi AI
Melexis NV MELE
Mentee Robotics
Micro1
Micropsi Industries
Mimic Robotics
Mitsubishi Electric 6503
Mobileye MBLY
Monarch Tractor
NAVER LABS
NSK Ltd. 6471
Nabtesco Corporation 6268
Nauticus Robotics KITT
Naïo Technologies
Neura Robotics
Nidec Corporation 6594
Noetix Robotics
ON Semiconductor ON
Opteran
Orbbec 688322
OrionStar Robotics
PNDbotics
PaXini Tech
Parker-Hannifin PH
Percepto
Pollen Robotics
Preferred Networks
Pronto AI
Pudu Robotics
QBIT Robotics
Quicktron
RIOS Intelligent Machines
ROBOTIS 108490
Rainbow Robotics 277810
Rapid Robotics
ReWalk Robotics
Realtime Robotics
Richtech Robotics RR
Robocare
Robotera
Robotnik Automation
Rokae
SK hynix 000660
SKF AB SKF-B
SLAMcore
SMC Corporation 6273
STMicroelectronics STM
Sensirion SENS
Shadow Robot Company
Shenzhen Inovance Technology 300124
Shenzhen Zhaowei Machinery & Electronics 003021
Siasun Robot & Automation 300024
Simbe Robotics
Slip Robotics
SoftBank Robotics
Sorcerics
Spirit AI
Starship Technologies
Stout Industrial Technology
Stryker SYK
Tangram Vision
Tencent Robotics X 0700
Tortuga AgTech
Touchlab
Transforma Robotics
Tuopu Group 601689
Twinny
UBTech Robotics 9880
UDEER.AI
Unbox Robotics
Universal Robots
Vayu Robotics
Vecna Robotics
Verdant Robotics
Vicarious Surgical
Vimaan
WIRobotics
Weston Robot
Wootzano
Yujin Robot 056080
Yukai Engineering
dConstruct Robotics
fruitcore robotics
maxon
nLink
robominds
tmsuk

Start your free trial today

No credit card required. Sign-up takes under 30 seconds.
Browse today's hiring-momentum data for 424 companies immediately after registration.