# 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. Source: Sumble.

## 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 | Job posts | Recent job post |
|---|---:|---|
| [Evernorth Health Services](https://sumble.com/orgs/alegis-care) | 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](https://sumble.com/orgs/pwc-india) | 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](https://sumble.com/orgs/coreweave) | 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](https://sumble.com/orgs/aryaxai) | 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](https://sumble.com/orgs/ibm) | 21 | "Knowledge of model serving frameworks (TensorRT, ONNX, TorchServe)." (ai/ml engineer intern 2027 - san jose, Oct 21, 2026) |

## 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.

| Month | Job posts naming it | All job posts | Per 10,000 job posts |
|---|---:|---:|---:|
| Oct 2025 | 66 | 1,413,673 | 0.47 |
| Nov 2025 | 107 | 1,822,119 | 0.59 |
| Dec 2025 | 68 | 1,236,103 | 0.55 |
| Jan 2026 | 73 | 1,828,002 | 0.40 |
| Feb 2026 | 78 | 1,856,647 | 0.42 |
| Mar 2026 | 62 | 1,850,711 | 0.34 |
| Apr 2026 | 78 | 1,728,886 | 0.45 |
| May 2026 | 91 | 1,821,509 | 0.50 |
| Jun 2026 | 80 | 1,909,496 | 0.42 |
| Jul 2026 | 64 | 1,815,180 | 0.35 |
| Aug 2026 | 64 | 1,835,698 | 0.35 |

## 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.

| Period | Companies naming 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% |

## 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.

| Size | Share | Typical tech page |
|---|---:|---:|
| 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.

| Country | Companies | Share | Typical tech page |
|---|---:|---:|---:|
| United States | 386 | 49% | 43% |
| India | 108 | 14% | 6.9% |
| United Kingdom | 40 | 5.1% | 6.4% |
| France | 29 | 3.7% | 4.6% |
| Canada | 20 | 2.5% | 3.6% |
| Germany | 19 | 2.4% | 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 |

## 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 | Oct 2025 to Aug 2026 | Mar to May 2026 | Jun to Aug 2026 |
|---|---:|---:|---:|---:|
| AI Engineer | 28% | 231 | 64 | 54 |
| Machine Learning | 18% | 148 | 31 | 35 |
| Software Engineer | 16% | 134 | 37 | 32 |
| MLOps Engineer | 8.5% | 71 | 20 | 12 |
| Data Scientist | 3.6% | 30 | 8 | 3 |
| DevOps Engineer | 2.4% | 20 | 6 | 4 |

## 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.

| Group | Company | Job posts, April to August 2026 |
|---|---|---:|
| AI native | [kaiko.ai](https://sumble.com/orgs/kaiko-ai) | 2 |
| AI native | [Prodigal](https://sumble.com/orgs/prodigaltech) | 2 |
| AI native | [DeepHow](https://sumble.com/orgs/deephow) | 2 |
| AI native | [SPREEAI](https://sumble.com/orgs/spreeai) | 1 |
| Commercial | [Foxglove](https://sumble.com/orgs/foxglovedev) | 4 |
| Commercial | [Impress](https://sumble.com/orgs/impress) | 3 |
| Commercial | [InPost España](https://sumble.com/orgs/inpost-spain) | 3 |
| Commercial | [iapp Technologies LLP](https://sumble.com/orgs/iapp-technologies) | 3 |
| Commercial | [Kraken](https://sumble.com/orgs/kraken-8ea40189) | 2 |
| Mid-market | [Unity](https://sumble.com/orgs/unity-technologies) | 4 |
| Mid-market | [Cactus Communications](https://sumble.com/orgs/cactus-communications-services) | 4 |
| Mid-market | [Cloudera](https://sumble.com/orgs/cloudera) | 2 |
| Mid-market | [Entertainment Partners](https://sumble.com/orgs/entertainment-partners) | 2 |
| Mid-market | [Global](https://sumble.com/orgs/global-media-&-entertainment) | 2 |
| Enterprise | [Luxoft](https://sumble.com/orgs/luxoft) | 7 |
| Enterprise | [MANTECH](https://sumble.com/orgs/mantech-international) | 5 |
| Enterprise | [JPMorganChase](https://sumble.com/orgs/jpmorgan-chase) | 2 |
| Enterprise | [BNP Paribas](https://sumble.com/orgs/bnp-paribas) | 2 |
| Enterprise | [Nokia](https://sumble.com/orgs/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.

## 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%.

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

Shares are out of the 437 companies whose job posts name TorchServe, not counting firms whose job posts name almost every technology.

## 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.