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Companies using TorchServe

829 companies in our data use TorchServe, and 671 of them name it in job posts they wrote. Its share of job posts is shrinking, though 831 job posts still named it from October 2025 to August 2026. AI Engineer roles mention it most.

Data as of November 9, 2026 · Markdown version

Which companies name TorchServe in the most job posts?

Evernorth Health Services has posted more jobs naming TorchServe than any other company: 57. Evernorth Health Services has named it in job posts the longest of the five companies in the table, since August 2024.
Company Posts Recent job post
Evernorth Health Services Health Care and Social Assistance · first seen Aug 2024 57 "Model Deployment: Experience with deploying models using services like TensorFlow Serving, TorchServe, or cloud-based solutions (e.g., AWS SageMaker, Google AI Platform)."Software Engineering Associate Advisor - HIH - Evernorth, Aug 20, 2026
PwC India Professional Services · first seen Oct 2025 34 "MLOps & Deployment: Utilization of containerization strategies for ML workloads, experience with model serving tools like TorchServe or TF Serving, and automated model retraining."IN-Senior Associate_ AI/ML Engineer __ GCC_ Advisory _Bangalore, Oct 1, 2026
CoreWeave first seen Aug 2025 22 "Active open-source or production contributions to modern inference frameworks (e.g., vLLM, Triton, TensorRT-LLM, Ray Serve, or TorchServe)."Sr. Software Engineer, Inference, Oct 21, 2026
Lexsi Labs first seen Jul 2025 22 "…with tools like Kubeflow, MLflow, or building model inference servers (e.g., Triton, TorchServe, or custom vLLM/SGLang implementations)."Sr Software Engineer Developer, Aug 4, 2026
IBM Information · first seen Sep 2025 21 "Knowledge of model serving frameworks (TensorRT, ONNX, TorchServe)."ai/ml engineer intern 2027 - san jose, Oct 21, 2026
Showing 1 to 5 of 671 companies with job posts Sign up to see all companies using TorchServe ›

What else do we know about TorchServe?

Is hiring for TorchServe growing?

A smaller share of job posts mentioned TorchServe from June to August 2026 than from March to May: 0.37 in every 10,000 job posts, down from 0.43. From October to December 2025 it was 0.54.
Share of job posts naming TorchServe by month, October 2025 to August 2026, in job posts in every 10,000 Moves from 0.47 in October 2025 to 0.35 in August 2026, in job posts in every 10,000. 0.68 0.51 0.34 0.17 0 0.35 Oct '25 Nov Dec Jan '26 Feb Mar Apr May Jun Jul Aug
Show the data
MonthJob posts naming TorchServeAll job postsPer 10,000
Oct 2025661,413,6730.47
Nov 20251071,822,1190.59
Dec 2025681,236,1030.55
Jan 2026731,828,0020.40
Feb 2026781,856,6470.42
Mar 2026621,850,7110.34
Apr 2026781,728,8860.45
May 2026911,821,5090.50
Jun 2026801,909,4960.42
Jul 2026641,815,1800.35
Aug 2026641,835,6980.35

How many companies named TorchServe in a job post for the first time in recent months?

TorchServe showed up in job posts at 55 companies for the first time from June to August 2026, and 69 in the three months before. From October 2025 to August 2026, 234 companies named it in a job post for the first time.
March to May 2026 69
June to August 2026 55
October 2025 to August 2026 234

Companies whose first job post naming it appeared in that period. Recruiters, staffing firms and job boards are left out.

How do we know which companies use TorchServe?

For TorchServe, the evidence comes mostly from job posts. 671 companies name it in their own posts. 158 come from employees' profiles alone.
How we know Companies Share
Job posts name TorchServe
671 81%
Employees' profiles list TorchServe
158 19%

829 companies. Each is counted once, under the strongest evidence we have for it.

What size are the companies that use TorchServe?

By size, TorchServe users are close to the typical tech page; companies with 50 to 999 employees are the largest group (36%). 206 of its companies have fewer than 50 employees.

Share of its companies Typical tech page

ShareTypical
Under 50 employees
25% 22%
50 to 999
36% 38%
1,000 to 5,000
15% 17%
Over 5,000
24% 23%

Where are TorchServe companies based?

Beyond the United States (49%), TorchServe is unusually common in India, at 14% of its companies. Its companies are based in 55 countries and territories.
ShareTypical
United States
49% 43%
India
14% 6.9%
United Kingdom
5.1% 6.4%
France
3.7% 4.6%
Canada
2.5% 3.6%
Germany
2.4% 4.4%

Companies in 55 countries and territories. Shares are of companies with a known headquarters country.

Show the data
CountryCompaniesShareTypical tech page
United States38649%43%
India10814%6.9%
United Kingdom405.1%6.4%
France293.7%4.6%
Canada202.5%3.6%
Germany192.4%4.4%

Which teams work with TorchServe?

TorchServe sits mostly with AI teams (14 companies).
Team Companies
AI
14
Engineering
6
AI COE
5
AI engineering
5
ML platform
5
Applied intelligence personalization
4

What else do TorchServe companies use?

TensorFlow Serving and BentoML are the tools most closely tied to TorchServe. KServe comes third, 118 times as common as usual, at 14%.

Share of the 437 TorchServe companies counted here whose job posts also name the tool Typical for companies the same size

Tool Also name it Typical Times as common
TensorFlow Serving 157 companies
36% 0.12% 298x
BentoML 51 companies
12% 0.08% 151x
KServe 62 companies
14% 0.12% 118x
NVIDIA Triton 239 companies
55% 0.51% 107x
Tool Also name it Typical Times as common
Seldon 26 companies
5.9% 0.08% 71x
DeepSpeed 52 companies
12% 0.19% 61x
Weights & Biases 111 companies
25% 0.45% 56x
SGLang 30 companies
6.9% 0.13% 52x

Which companies started naming TorchServe in job posts recently?

From April to August 2026, 70 companies with 50 or more employees posted their first job naming TorchServe: 29 commercial, 16 mid-market and 25 enterprise. Another 4 were AI-native companies, which we list separately.
AI native any size · 4 new
Company Posts
kaiko.ai 2
Prodigal 2
DeepHow 2
SPREEAI 1
Commercial 50 to 999 employees · 29 new
Company Posts
Foxglove 4
Impress 3
InPost España 3
iapp Technologies LLP 3
Kraken 2
Mid-market 1,000 to 5,000 employees · 16 new
Company Posts
Unity 4
Cactus Communications 4
Cloudera 2
Entertainment Partners 2
Global 2
Enterprise over 5,000 employees · 25 new
Company Posts
Luxoft 7
MANTECH 5
JPMorganChase 2
BNP Paribas 2
Nokia 2

Companies that named TorchServe in a job post for the first time between April and August 2026, ranked by their job posts in those months. AI-native companies get a group of their own, whatever their size. Recruiters and job boards are left out.

Which roles mention TorchServe most?

AI Engineer is the most common role, in 28% of job posts naming TorchServe. Machine Learning is second, at 18%.
Role Share Posts
AI Engineer
28% 231
Machine Learning
18% 148
Software Engineer
16% 134
MLOps Engineer
8.5% 71
Data Scientist
3.6% 30
DevOps Engineer
2.4% 20
Show the data
RoleShareOct 2025 to Aug 2026Mar to May 2026Jun to Aug 2026
AI Engineer28%2316454
Machine Learning18%1483135
Software Engineer16%1343732
MLOps Engineer8.5%712012
Data Scientist3.6%3083
DevOps Engineer2.4%2064

Which project themes come up in TorchServe job posts?

The most common project theme in TorchServe job posts is Generative AI, with 313 posts. Microservices Migration also appears, in 31 job posts.
Project theme Job posts
Generative AI 313
Digital Transformation 189
Cloud Cost Optimization 166
Microservices Migration 31
About this data

Sumble built this page. Sumble gives sales, marketing and other GTM teams technographics and hiring signals for the companies they sell to: the technologies each company uses, which teams are hiring and for what, and who reports to whom. That helps a team know who to contact, why now, and what to say.

Sumble covers more than 3.6 million companies, 93 million job posts collected since 2022 and 194 million employee profiles, and tracks more than 37,000 technologies. It finds which technologies a company uses by reading its job posts and its employees' public profiles.

Sumble has a free plan, and the same data is available through its API and MCP server.

A company counts when its own job posts or its employees' public profiles name the technology. Hiring is that technology's share of all job posts collected each month. Quotes are copied word for word from the companies' job posts.

Every figure on this page comes from Sumble's own analysis, and you won't find it outside Sumble.