Companies using TensorFlow Serving

841 companies in our data use TensorFlow Serving, and 604 of them name it in job posts they wrote. 565 job posts named it from October 2025 to August 2026. AI Engineer is the role that names it most often.

Data as of November 9, 2026 · Markdown version

Which companies name TensorFlow Serving in the most job posts?

The five companies with the most job posts naming TensorFlow Serving are BJAK, Evernorth Health Services, Plain Concepts, MBBank and Visa. Plain Concepts has named it in job posts the longest of the five companies in the table, since October 2023.
Company Posts Recent job post
BJAK Finance and Insurance · first seen Jul 2025 73 "Experience deploying ML models using tools like FastAPI, Flask, or TensorFlow Serving"founding ai engineer (remote), Nov 27, 2025
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
Plain Concepts Professional Services · first seen Oct 2023 51 "Knowledge of TensorFlow Lite, TensorFlow Serving, gRPC, and unit testing."data scientist, Oct 6, 2026
MBBank first seen Jun 2024 41 "Git and Git Flow, Docker/Kubernetes, Kubeflow/MLFlow, Triton Server/TensorFlow Serving"Senior AI Engineer (Computer Vision/NLP/LLM) - Information Technology Department (2026td450878), Sep 26, 2026
Visa Finance and Insurance · first seen Nov 2023 27 "Additional Skills (Plus) Exposure to model serving and inference engines such as TensorFlow Serving, Triton Inference Server, or similar technologies."Staff Machine Learning Scientist, Sep 1, 2026
Showing 1 to 5 of 604 companies with job posts Sign up to see all companies using TensorFlow Serving ›

What else do we know about TensorFlow Serving?

Is hiring for TensorFlow Serving growing?

0.18 in every 10,000 job posts named TensorFlow Serving from June to August 2026, against 0.25 from March to May. These are small numbers of job posts, so a few companies can move them.
Share of job posts naming TensorFlow Serving by month, October 2025 to August 2026, in job posts in every 10,000 Moves from 0.52 in October 2025 to 0.16 in August 2026, in job posts in every 10,000. 0.63 0.47 0.32 0.16 0 0.16 Oct '25 Nov Dec Jan '26 Feb Mar Apr May Jun Jul Aug
Show the data
MonthJob posts naming TensorFlow ServingAll job postsPer 10,000
Oct 2025741,413,6730.52
Nov 20251001,822,1190.55
Dec 2025381,236,1030.31
Jan 2026511,828,0020.28
Feb 2026641,856,6470.34
Mar 2026511,850,7110.28
Apr 2026481,728,8860.28
May 2026371,821,5090.20
Jun 2026411,909,4960.21
Jul 2026311,815,1800.17
Aug 2026301,835,6980.16

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

Job posts named TensorFlow Serving for the first time at 25 companies from June to August 2026, against 27 from March to May. From October 2025 to August 2026, 117 companies named it in a job post for the first time.
March to May 2026 27
June to August 2026 25
October 2025 to August 2026 117

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 TensorFlow Serving?

604 of the 841 companies name TensorFlow Serving in their own job posts. 237 come from employees' profiles alone.
How we know Companies Share
Job posts name TensorFlow Serving
604 72%
Employees' profiles list TensorFlow Serving
237 28%

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

What size are the companies that use TensorFlow Serving?

TensorFlow Serving's users look like the average tech page by size. The largest group is companies with 50 to 999 employees, at 34%. 232 of its companies have more than 5,000 employees.

Share of its companies Typical tech page

ShareTypical
Under 50 employees
23% 22%
50 to 999
34% 38%
1,000 to 5,000
15% 17%
Over 5,000
28% 23%

Where are TensorFlow Serving companies based?

The United States has the most TensorFlow Serving companies (44%), but India stands out: 13% of them, against 6.9% on the typical tech page. France is less common than usual, at 3% against 4.6% on the typical tech page.
ShareTypical
United States
44% 43%
India
13% 6.9%
United Kingdom
5.6% 6.4%
Germany
3.9% 4.4%
France
3% 4.6%
Canada
2.1% 3.6%

Companies in 58 countries and territories. Shares are of companies with a known headquarters country.

Show the data
CountryCompaniesShareTypical tech page
United States35444%43%
India10313%6.9%
United Kingdom455.6%6.4%
Germany313.9%4.4%
France243%4.6%
Canada172.1%3.6%

Which teams work with TensorFlow Serving?

Job posts for TensorFlow Serving point to AI teams far more than any other, at 10 companies.
Team Companies
AI
10
AI COE
5
AI engineering
5
ML platform
5
AI/ML
4
Applied intelligence personalization
4

What else do TensorFlow Serving companies use?

41% of TensorFlow Serving companies also use TorchServe, against 0.14% of similar companies. Next is Seldon: 6.3% of these companies use it, against 0.08% of similar ones.

Share of the 381 TensorFlow Serving companies counted here whose job posts also name the tool Typical for companies the same size

Tool Also name it Typical Times as common
TorchServe 157 companies
41% 0.14% 298x
Seldon 24 companies
6.3% 0.08% 78x
KServe 33 companies
8.7% 0.12% 75x
NVIDIA Triton 115 companies
30% 0.49% 62x
Tool Also name it Typical Times as common
ONNX 84 companies
22% 0.5% 44x
DVC 60 companies
16% 0.39% 41x
Weights & Biases 56 companies
15% 0.44% 34x
DeepSpeed 24 companies
6.3% 0.19% 34x

Which companies started naming TensorFlow Serving in job posts recently?

32 companies with 50 or more employees started naming TensorFlow Serving in job posts between April and August 2026. 13 of them have more than 5,000 employees. MANTECH leads the new enterprise companies, with 5 job posts from April to August.
Commercial 50 to 999 employees · 12 new
Company Posts
Tinder 1
Mr D 1
Mid-market 1,000 to 5,000 employees · 7 new
Company Posts
Unity 3
Global 2
Enterprise over 5,000 employees · 13 new
Company Posts

Companies that named TensorFlow Serving 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 TensorFlow Serving most?

AI Engineer is the most common role, in 28% of job posts naming TensorFlow Serving. Software Engineer is second, at 15%.
Role Share Posts
AI Engineer
28% 161
Software Engineer
15% 84
Machine Learning
11% 64
MLOps Engineer
10% 57
Data Engineer
3.9% 22
Data Scientist
3.7% 21
Show the data
RoleShareOct 2025 to Aug 2026Mar to May 2026Jun to Aug 2026
AI Engineer28%1612923
Software Engineer15%842011
Machine Learning11%641315
MLOps Engineer10%57127
Data Engineer3.9%2276
Data Scientist3.7%2142

Which project themes come up in TensorFlow Serving job posts?

147 job posts naming TensorFlow Serving describe Generative AI work. Apart from broad digital transformation work, Cloud Cost Optimization comes next, with 87.
Project theme Job posts
Generative AI 147
Digital Transformation 138
Cloud Cost Optimization 87
Microservices Migration 29
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.