# Companies using DVC

We found 4,124 companies that use DVC. 1,839 of them name it in their own job posts, and the rest through employees' public profiles. Hiring for it has slowed, though 1,812 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 DVC in the most job posts?

BIP, Luxoft and Optum are among the companies with the most job posts naming DVC. BIP is the newest of the five companies in the table, with its first job post naming it in September 2024.

| Company | Job posts | Recent job post |
|---|---:|---|
| [BIP](https://sumble.com/orgs/bip) | 96 | "Conoscenza di framework di versionamento di dati e/o modelli (esempio: MLFlow, DVC, WanDB…)." (Junior AI Engineer, Oct 24, 2026) |
| [Luxoft](https://sumble.com/orgs/luxoft) | 67 | "Proven experience with ML pipeline tools and services, such as Kubeflow/SLURM, MLflow, Weights and Biases, TFX, Airflow, Vertex AI, Dataflow, DVC etc." (Senior ML Ops Engineer, Aug 27, 2025) |
| [Optum](https://sumble.com/orgs/optum) | 60 | "Familiarity with data versioning tools (Delta Lake, DVC, LakeFS, etc.)" (Director, AI/ML Applied Science - Remote, Sep 26, 2026) |
| [JPMorganChase](https://sumble.com/orgs/jpmorgan-chase) | 53 | "ML Frameworks & Tools: Hands-on experience with TensorFlow, PyTorch, or Scikit-learn, plus MLOps tools like MLflow, Kubeflow, Vertex AI, or DVC." (Lead Software Engineer - DevOps/Cloud, Feb 22, 2026) |
| [MoneyLion](https://sumble.com/orgs/moneylion) | 51 | "Preferably familiar and have experience with MLOps tools such as DVC, MLFlow, Metaflow, Ray, Chalk" (MLOps Engineering Manager - MoneyLion, Apr 8, 2026) |

## Is hiring for DVC growing?

Hiring for DVC has slowed. 0.81 in every 10,000 job posts named it from June to August 2026, against 1.00 from March to May. August 2026 was its lowest month since October 2025, at 0.74.

| Month | Job posts naming it | All job posts | Per 10,000 job posts |
|---|---:|---:|---:|
| Oct 2025 | 147 | 1,413,673 | 1.0 |
| Nov 2025 | 201 | 1,822,119 | 1.1 |
| Dec 2025 | 140 | 1,236,103 | 1.1 |
| Jan 2026 | 171 | 1,828,002 | 0.94 |
| Feb 2026 | 163 | 1,856,647 | 0.88 |
| Mar 2026 | 186 | 1,850,711 | 1.0 |
| Apr 2026 | 188 | 1,728,886 | 1.1 |
| May 2026 | 165 | 1,821,509 | 0.91 |
| Jun 2026 | 167 | 1,909,496 | 0.87 |
| Jul 2026 | 149 | 1,815,180 | 0.82 |
| Aug 2026 | 135 | 1,835,698 | 0.74 |

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

Job posts named DVC for the first time at 130 companies from June to August 2026, against 171 from March to May. That brings the companies naming it for the first time since October 2025 to 603, through August 2026.

| Period | Companies naming it in a job post for the first time |
|---|---:|
| March to May 2026 | 171 |
| June to August 2026 | 130 |
| October 2025 to August 2026 | 603 |

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 DVC?

The evidence for DVC is close to even: 45% of these companies name it in job posts, and 55% come from employees' profiles. 213 show up in both job posts and employees' profiles.

| How we know | Companies | Share |
|---|---:|---:|
| Job posts name DVC | 1,839 | 45% |
| Employees' profiles list DVC | 2,285 | 55% |

## What size are the companies that use DVC?

40% of DVC users are companies with 50 to 999 employees, close to the mix on the typical tech page. 968 of its companies have fewer than 50 employees.

| Size | Share | Typical tech page |
|---|---:|---:|
| Under 50 employees | 23% | 22% |
| 50 to 999 | 40% | 38% |
| 1,000 to 5,000 | 18% | 17% |
| Over 5,000 | 19% | 23% |

## Where are DVC companies based?

Beyond the United States (33%), DVC is unusually common in India, at 13% of its companies. Its companies are based in 94 countries and territories.

| Country | Companies | Share | Typical tech page |
|---|---:|---:|---:|
| United States | 1,285 | 33% | 43% |
| India | 506 | 13% | 6.9% |
| France | 216 | 5.5% | 4.6% |
| United Kingdom | 215 | 5.5% | 6.4% |
| Germany | 194 | 4.9% | 4.4% |
| Brazil | 148 | 3.8% | 2.8% |

## Which teams work with DVC?

DVC work is spread across teams. AI leads, at 40 companies. Data science and machine learning teams come next, at 30 and 19 companies.

| Team | Companies |
|---|---:|
| AI | 40 |
| Data science | 30 |
| Machine learning | 19 |
| Engineering | 15 |
| Data | 14 |
| MLOps | 14 |

## Which roles mention DVC most?

AI Engineer and Machine Learning roles account for 47% of the job posts that name DVC. The top four roles cover 67% of these job posts.

| Role | Share | Oct 2025 to Aug 2026 | Mar to May 2026 | Jun to Aug 2026 |
|---|---:|---:|---:|---:|
| AI Engineer | 29% | 521 | 151 | 117 |
| Machine Learning | 19% | 336 | 80 | 95 |
| MLOps Engineer | 10% | 181 | 56 | 38 |
| Data Scientist | 9.7% | 175 | 62 | 27 |
| Data Engineer | 5.1% | 93 | 24 | 20 |
| Software Engineer | 3.8% | 69 | 18 | 8 |

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

Between April and August 2026, DVC appeared for the first time in job posts at 152 companies: 93 commercial, 33 mid-market and 26 enterprise. Topaz has the most job posts of the new mid-market companies, 7 from April to August.

| Group | Company | Job posts, April to August 2026 |
|---|---|---:|
| AI native | [DeepHow](https://sumble.com/orgs/deephow) | 2 |
| AI native | [Norbert Health](https://sumble.com/orgs/norbert-health) | 2 |
| AI native | [Attentive.ai](https://sumble.com/orgs/attentive-ai-solutions) | 1 |
| AI native | [Deepgram](https://sumble.com/orgs/deepgram) | 1 |
| AI native | [SandboxAQ](https://sumble.com/orgs/sandboxaq) | 1 |
| Commercial | [YouLend](https://sumble.com/orgs/youlend) | 7 |
| Commercial | [DentalMonitoring](https://sumble.com/orgs/dentalmonitoring) | 7 |
| Commercial | [Jasper Colin](https://sumble.com/orgs/jasper-colin-research) | 4 |
| Commercial | [The Applied Research Laboratory at Penn State University](https://sumble.com/orgs/arlatpennstate) | 4 |
| Commercial | [Aivar Innovations](https://sumble.com/orgs/aivar-innovations) | 4 |
| Mid-market | [Topaz](https://sumble.com/orgs/topazevolution) | 7 |
| Mid-market | [Quantiphi](https://sumble.com/orgs/quantiphi) | 4 |
| Mid-market | [Bpost](https://sumble.com/orgs/bpost) | 4 |
| Mid-market | [Bosch México](https://sumble.com/orgs/robert-bosch-m-xico-commercial-division) | 4 |
| Mid-market | [Cactus Communications](https://sumble.com/orgs/cactus-communications-services) | 4 |
| Enterprise | [Penn State University](https://sumble.com/orgs/penn-state-university) | 4 |
| Enterprise | [IBM](https://sumble.com/orgs/ibm) | 3 |
| Enterprise | [Wipro](https://sumble.com/orgs/wipro) | 3 |
| Enterprise | [RBC](https://sumble.com/orgs/rbc) | 2 |
| Enterprise | [Fujitsu](https://sumble.com/orgs/fujitsu) | 2 |

Companies that named DVC 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 DVC companies use?

22% of DVC companies also use Weights & Biases, against 0.42% of similar companies. Next is TorchServe: 6.8% of these companies use it, against 0.13% of similar ones.

| Tool | Companies | Also name it | Typical | Times as common |
|---|---:|---:|---:|---:|
| Weights & Biases | 295 | 22% | 0.42% | 53 times |
| TorchServe | 90 | 6.8% | 0.13% | 51 times |
| TensorRT | 207 | 16% | 0.5% | 32 times |
| ONNX | 200 | 15% | 0.48% | 31 times |
| Kubeflow | 521 | 39% | 1.3% | 30 times |
| MLFlow | 1,123 | 85% | 3.2% | 27 times |
| NVIDIA Triton | 165 | 12% | 0.47% | 27 times |
| Ray | 154 | 12% | 0.48% | 24 times |

Shares are out of the 1,322 companies whose job posts name DVC, not counting firms whose job posts name almost every technology.

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

792 job posts naming DVC describe Generative AI work. Broad digital transformation work shows up in 472 of its job posts; after that comes Cloud Cost Optimization, with 208.

| Project theme | Job posts |
|---|---:|
| Generative AI | 792 |
| Digital Transformation | 472 |
| Cloud Cost Optimization | 208 |
| Data Infrastructure Migration | 79 |

- "Liderar la estandarización y automatización de herramientas de performance con IT, Digital y MOS, incluyendo DVC, Power BI, Power Apps y Control Towers" (PepsiCo, operations performance coordinator, Oct 28, 2026)

## 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.