# Companies using TensorFlow

123,413 companies use TensorFlow, based on their job posts and their employees' public profiles. Its share of job posts is shrinking, though 73,893 job posts still named it from October 2025 to August 2026. AI Engineer is the role that names it most often.

Data as of November 9, 2026. Source: Sumble.

## Which companies name TensorFlow in the most job posts?

Apple leads with 4,916 job posts naming TensorFlow, followed by Amazon and Google. Three of these five companies are in Scientific and Technical Services.

| Company | Job posts | People | Recent job post |
|---|---:|---:|---|
| [Apple](https://sumble.com/orgs/apple) | 4,916 | 2,050 | "Proficiency with ML modeling frameworks (PyTorch, Tensorflow, etc.)." (ml agent engineer, Nov 7, 2026) |
| [Amazon](https://sumble.com/orgs/amazon) | 4,671 | 4,751 | "Demonstrate fluency in Python, R or other statistical languages and familiarity with deep learning frameworks like PyTorch, TensorFlow" (Applied Scientist, Amazon Books Ads, Nov 4, 2026) |
| [Google](https://sumble.com/orgs/google) | 3,772 | 4,959 | "Experience with deep learning frameworks such as TensorFlow or PyTorch." (Hardware/Software Co-Design Engineer, Inference, Nov 7, 2026) |
| [NVIDIA](https://sumble.com/orgs/nvidia) | 2,545 | 1,653 | "Solid programming skills in Python/Go, with hands‑on experience using frameworks such as PyTorch or TensorFlow for training and serving." (ML Ops DSX Senior Engineer, Nov 1, 2026) |
| [TikTok](https://sumble.com/orgs/tiktok) | 2,437 | 459 | "LLMs or ML frameworks (e.g., PyTorch, TensorFlow, HuggingFace)" (Technology Internal Audit Lead, Nov 7, 2026) |

## Is hiring for TensorFlow growing?

Hiring for TensorFlow has slowed. 33 in every 10,000 job posts named it from June to August 2026, against 38 from March to May. Its busiest month was November 2025, at 45.

| Month | Job posts naming it | All job posts | Per 10,000 job posts |
|---|---:|---:|---:|
| Oct 2025 | 6,078 | 1,413,673 | 43 |
| Nov 2025 | 8,224 | 1,822,119 | 45 |
| Dec 2025 | 5,166 | 1,236,103 | 42 |
| Jan 2026 | 7,707 | 1,828,002 | 42 |
| Feb 2026 | 7,620 | 1,856,647 | 41 |
| Mar 2026 | 7,217 | 1,850,711 | 39 |
| Apr 2026 | 6,906 | 1,728,886 | 40 |
| May 2026 | 6,405 | 1,821,509 | 35 |
| Jun 2026 | 6,457 | 1,909,496 | 34 |
| Jul 2026 | 5,937 | 1,815,180 | 33 |
| Aug 2026 | 6,176 | 1,835,698 | 34 |

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

From June to August 2026, 1,375 companies posted their first job naming TensorFlow; 1,596 did from March to May. The 1,375 from June to August are 3.4% of all 40,308 companies whose job posts name it.

| Period | Companies naming it in a job post for the first time |
|---|---:|
| March to May 2026 | 1,596 |
| June to August 2026 | 1,375 |
| October 2025 to August 2026 | 6,117 |

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?

40,308 companies name TensorFlow in job posts they wrote; employees' profiles add 83,105 more. 19,135 show up in both job posts and employees' profiles.

| How we know | Companies | Share |
|---|---:|---:|
| Job posts name TensorFlow | 40,308 | 33% |
| Employees' profiles list TensorFlow | 83,105 | 67% |

## What size are the companies that use TensorFlow?

TensorFlow skews toward smaller firms. 46% of its users are companies with fewer than 50 employees, against 22% on the typical tech page. The second-largest group is companies with 50 to 999 employees, at 42%.

| Size | Share | Typical tech page |
|---|---:|---:|
| Under 50 employees | 46% | 22% |
| 50 to 999 | 42% | 38% |
| 1,000 to 5,000 | 9.3% | 17% |
| Over 5,000 | 3.4% | 23% |

## Where are TensorFlow companies based?

India is 1.6 times as common among TensorFlow companies as on the typical tech page, at 11%. The United States leads overall with 32%. Its companies are based in 197 countries and territories.

| Country | Companies | Share | Typical tech page |
|---|---:|---:|---:|
| United States | 36,825 | 32% | 43% |
| India | 12,927 | 11% | 6.9% |
| United Kingdom | 6,930 | 6% | 6.4% |
| Germany | 6,375 | 5.5% | 4.4% |
| France | 4,801 | 4.2% | 4.6% |
| Canada | 4,296 | 3.7% | 3.6% |

## Which teams work with TensorFlow?

Data science teams are the most common home for TensorFlow, at 1,258 companies, followed by AI and R&D. Next are engineering and machine learning teams, at 366 and 363 companies.

| Team | Companies |
|---|---:|
| Data science | 1,258 |
| AI | 891 |
| R&D | 491 |
| Engineering | 366 |
| Machine learning | 363 |
| Data | 319 |

## Which roles mention TensorFlow most?

AI Engineer is the most common role, in 29% of job posts naming TensorFlow. Machine Learning is second, at 15%.

| Role | Share | Oct 2025 to Aug 2026 | Mar to May 2026 | Jun to Aug 2026 |
|---|---:|---:|---:|---:|
| AI Engineer | 29% | 21,446 | 5,777 | 5,358 |
| Machine Learning | 15% | 10,879 | 2,816 | 2,501 |
| Data Scientist | 14% | 10,243 | 2,785 | 2,301 |
| Software Engineer | 7.9% | 5,838 | 1,492 | 1,342 |
| Researcher | 2% | 1,448 | 326 | 345 |
| Solutions Architect | 1.5% | 1,099 | 296 | 255 |

## Which companies started naming TensorFlow in job posts recently?

From April to August 2026, 1,102 companies with 50 or more employees posted their first job naming TensorFlow: 761 commercial, 253 mid-market and 88 enterprise. Another 45 were AI-native companies, which we list separately.

| Group | Company | Job posts, April to August 2026 |
|---|---|---:|
| AI native | [VinRobotics](https://sumble.com/orgs/vinrobotics) | 4 |
| AI native | [YTL AI Labs](https://sumble.com/orgs/ytl-ai-labs) | 4 |
| AI native | [WSC Sports](https://sumble.com/orgs/wsc-sports) | 2 |
| AI native | [Ivo](https://sumble.com/orgs/latchapp) | 2 |
| AI native | [Voxel](https://sumble.com/orgs/voxelai) | 2 |
| Commercial | [Cutsforth](https://sumble.com/orgs/cutsforth) | 11 |
| Commercial | [Crisalix](https://sumble.com/orgs/crisalix) | 9 |
| Commercial | [Eurofins \| EAG Laboratories](https://sumble.com/orgs/eag-laboratories) | 8 |
| Commercial | [鼎捷软件股份有限公司](https://sumble.com/orgs/鼎捷软件股份有限公司) | 8 |
| Commercial | [FRIMARC - Indústria e Comércio, S.A.](https://sumble.com/orgs/frimarc-industria-e-comercio) | 7 |
| Mid-market | [EagleBurgmann](https://sumble.com/orgs/eagleburgmann-canada) | 8 |
| Mid-market | [Manhattan Associates](https://sumble.com/orgs/manhattan-associates) | 7 |
| Mid-market | [NAV Fund Services](https://sumble.com/orgs/nav-fund-administration-group) | 6 |
| Mid-market | [Scientific Games](https://sumble.com/orgs/scientific-games) | 5 |
| Mid-market | [Servinform](https://sumble.com/orgs/servinform) | 5 |
| Enterprise | [Galileo Global Education](https://sumble.com/orgs/galileo-global-education) | 9 |
| Enterprise | [Maaden](https://sumble.com/orgs/maaden) | 7 |
| Enterprise | [Assaí Atacadista](https://sumble.com/orgs/assaiatacadista) | 4 |
| Enterprise | [University of Utah Health](https://sumble.com/orgs/university-of-utah-health) | 4 |
| Enterprise | [UC San Diego Health](https://sumble.com/orgs/uc-san-diego-health) | 4 |

Companies that named TensorFlow 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 TensorFlow companies use?

89% of TensorFlow companies also use PyTorch, against 7.3% of similar companies. Keras is 11 times as common as usual, at 23%.

| Tool | Companies | Also name it | Typical | Times as common |
|---|---:|---:|---:|---:|
| PyTorch | 30,906 | 89% | 7.3% | 12 times |
| Keras | 8,180 | 23% | 2.2% | 11 times |
| JAX | 1,934 | 5.6% | 0.56% | 10 times |
| spaCy | 2,138 | 6.1% | 0.62% | 10 times |
| NLTK | 1,778 | 5.1% | 0.52% | 10 times |
| scikit-learn | 18,900 | 54% | 5.9% | 9.2 times |
| HuggingFace | 6,995 | 20% | 2.2% | 9.1 times |
| FAISS | 2,109 | 6.1% | 0.66% | 9.1 times |

Shares are out of the 34,842 companies whose job posts name TensorFlow, not counting firms whose job posts name almost every technology.

## Which project themes come up in TensorFlow job posts?

Teams hiring for TensorFlow most often mention Generative AI, in 31,624 job posts. Broad digital transformation work shows up in 16,527 of its job posts; after that comes Cloud Cost Optimization, with 3,255.

| Project theme | Job posts |
|---|---:|
| Generative AI | 31,624 |
| Digital Transformation | 16,527 |
| Cloud Cost Optimization | 3,255 |
| Data Infrastructure Migration | 1,628 |

## 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.