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COMPANIES USING

Hospitals and Health Care Companies Using PyTorch

106 companies in Hospitals and Health Care are hiring PyTorch talent.

PyTorch is an open-source deep learning framework used to build and deploy custom AI models — particularly in computer vision, natural language processing, and predictive analytics. When a hospital or health system posts PyTorch roles, it signals active investment in proprietary ML infrastructure rather than off-the-shelf software. These companies are likely in the market for MLOps tooling, cloud GPU infrastructure, and clinical data annotation services.

Buying Signal

A health care organization hiring PyTorch engineers is building or scaling custom models — think clinical decision support, medical imaging analysis, or drug interaction prediction. This is a buying signal for vendors selling model deployment platforms, HIPAA-compliant data pipelines, or AI validation tools. Enterprise ML platform reps and cloud infrastructure AEs should be prioritizing these accounts immediately.

Top Companies48 shown

CompanyIndustryHQ LocationSizeJobsLinks
The Christ Hospital Health Network
thechristhospital.com
 Hospitals and Health Care Cincinnati, United States 5,001+ 686
Universitätsklinikum Bonn
ukbonn.de
 Hospitals and Health Care Bonn, Germany 5,001+ 84
The Hospital for Sick Children
sickkids.ca
 Hospitals and Health Care Toronto, Canada 5,001+ 95
Dana-Farber Cancer Institute
dana-farber.org
 Hospitals and Health Care Boston, United States 1,001–5,000 459
Verily
verily.com
 Hospitals and Health Care Dallas, United States 1,001–5,000 159
Veradigm®
veradigm.com
 Hospitals and Health Care Chicago, United States 1,001–5,000 131
Blue Cross Blue Shield of Massachusetts
bluecrossma.org
 Hospitals and Health Care Boston, United States 1,001–5,000 74
Innovaccer
innovaccer.com
 Hospitals and Health Care San Francisco, United States 1,001–5,000 130
MRO
mrocorp.com
 Hospitals and Health Care Norristown, United States 1,001–5,000 89
Neko Health
nekohealth.com
 Hospitals and Health Care Stockholm, Sweden 501–1,000 77
UTMB Faculty Group Practice
utmb.us
 Hospitals and Health Care Galveston, United States 501–1,000 164
A Place for Mom
aplaceformom.com
 Hospitals and Health Care New York, United States 501–1,000 157
Careforth
careforth.com
 Hospitals and Health Care Boston, United States 501–1,000 40
Abridge
abridge.com
 Hospitals and Health Care San Francisco, United States 201–500 120
MedReview Inc.
medreview.us
 Hospitals and Health Care New York, United States 201–500 33
SmarterDx
smarterdx.com
 Hospitals and Health Care New York, United States 201–500 34
Wonder Worth Solutions
wonderws.com
 Hospitals and Health Care Wilmington, United States 51–200 205
Hippocratic AI
hippocraticai.com
 Hospitals and Health Care Palo Alto, United States 51–200 96
C the Signs
cthesigns.com
 Hospitals and Health Care Greater London, United Kingdom 51–200 36
PaxeraHealth
paxerahealth.com
 Hospitals and Health Care Springfield, United States 51–200 51
CVS Health
cvshealth.com
 Hospitals and Health Care Woonsocket, United States 10,001+ 2,175
Optum
optum.com
 Hospitals and Health Care Eden Prairie, United States 10,001+ 2,081
GE HealthCare
gehealthcare.com
 Hospitals and Health Care Chicago, United States 10,001+ 1,487
Siemens Healthineers
siemens-healthineers.com
 Hospitals and Health Care Forchheim, Germany 10,001+ 1,718
IQVIA
iqvia.com
 Hospitals and Health Care Durham, United States 10,001+ 1,668
Mayo Clinic
mayoclinic.org
 Hospitals and Health Care Rochester, United States 10,001+ 1,535
NYU Langone Health
nyulangone.org
 Hospitals and Health Care Village of Pelham, United States 10,001+ 1,561
Cardinal Health
cardinalhealth.com
 Hospitals and Health Care Dublin, United States 10,001+ 1,905
Philips
philips.com
 Hospitals and Health Care Amsterdam, Netherlands 10,001+ 1,635
Children's Healthcare of Atlanta
choa.org
 Hospitals and Health Care Atlanta, United States 10,001+ 746
Atrium Health Wake Forest Baptist
wakehealth.edu
 Hospitals and Health Care Winston-Salem, United States 10,001+ 1,137
City of Hope
cityofhope.org
 Hospitals and Health Care Duarte, United States 10,001+ 721
Loma Linda University Health
lluh.org
 Hospitals and Health Care Loma Linda, United States 10,001+ 648
The Cigna Group
thecignagroup.com
 Hospitals and Health Care Bloomfield, United States 10,001+ 691
Sunnybrook
sunnybrook.ca
 Hospitals and Health Care Toronto, Canada 10,001+ 563
Lee Health
leehealth.org
 Hospitals and Health Care Fort Myers, United States 10,001+ 960
Columbia University Irving Medical Center
columbia.edu
 Hospitals and Health Care New York, United States 10,001+ 494
R1 RCM
r1rcm.com
 Hospitals and Health Care Murray, United States 10,001+ 908
Children's Hospital of Philadelphia
chop.edu
 Hospitals and Health Care Philadelphia, United States 10,001+ 422
Evernorth Health Services
evernorth.com
 Hospitals and Health Care St. Louis, United States 10,001+ 317
CHU Grenoble Alpes
chu-grenoble.fr
 Hospitals and Health Care France 10,001+ 242
Community Health Systems
chs.net
 Hospitals and Health Care Franklin, United States 10,001+ 319
AmeriHealth Caritas
amerihealthcaritas.com
 Hospitals and Health Care Philadelphia, United States 10,001+ 165
Memorial Sloan Kettering Cancer Center
mskcc.org
 Hospitals and Health Care New York, United States 10,001+ 135
UnitedHealth Group
unitedhealthgroup.com
 Hospitals and Health Care Las Vegas, United States 10,001+ 168
Tan Tock Seng Hospital
ttsh.com.sg
 Hospitals and Health Care Singapore, Singapore 10,001+ 254
Singapore General Hospital
sgh.com.sg
 Hospitals and Health Care Singapore, Singapore 10,001+ 108
Mount Sinai Health System
mountsinai.org
 Hospitals and Health Care New York, United States 10,001+ 1,340

106 companies use PyTorch. Want the full list?

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Market Signal

106 health care companies actively hiring for PyTorch, generating nearly 31,000 open roles, points to deep-pocketed organizations committing to internal AI capability — not experimental pilots. This volume suggests procurement decisions around AI infrastructure are already in motion.

Stack Intelligence

Companies pairing PyTorch with TensorFlow, Hugging Face, and MLflow are building multi-framework ML environments with structured model lifecycle management — a sign of mature, production-ready AI teams. The presence of MLflow indicates they're tracking experiments and managing deployments, meaning they're past the proof-of-concept stage. Vendors selling data labeling, model monitoring, or LLM fine-tuning services have a clear entry point here.

Hiring Landscape

PyTorch in the Market

Where and how companies hire PyTorch talent

By Country

United States
75
Germany
7
Singapore
4
Belgium
2
Canada
2
France
2
India
2
Turkey
2

Top Roles

Data Scientist39Project Manager37Software Engineer36Pharmacy Technician32Pharmacist31Data Engineer29Product Manager29Program Manager28Medical Assistant26Executive Assistant25Machine Learning Engineer25Administrative Assistant23

Related Technologies

TensorFlowPythonHugging FaceMLflow
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Frequently Asked Questions

What is PyTorch?

PyTorch is the framework AI teams use to research, train, and ship custom machine learning models at scale. In health care, it powers everything from radiology image classifiers to patient risk scoring engines. When a hospital is hiring for it, they're building something they don't plan to buy off a shelf.

Why should sales teams track PyTorch hiring?

PyTorch hiring in health care predicts near-term spending on cloud compute, data infrastructure, and AI governance tools. An AE at a healthcare data platform can use this signal to prioritize outreach before a vendor evaluation kicks off.

Who should be selling to companies that use PyTorch?

Vendors best positioned here include cloud infrastructure providers (AWS, GCP, Azure), MLOps and model monitoring platforms, clinical NLP and medical imaging software companies, and healthcare-focused data labeling services.