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.
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.
CompanyPostsRecent job post
BIPProfessional Services · first seen Sep 202496
"Conoscenza di framework di versionamento di dati e/o modelli (esempio: MLFlow, DVC, WanDB…)."Junior AI Engineer, Oct 24, 2026
LuxoftProfessional Services · first seen Dec 202367
"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
OptumProfessional Services · first seen Jun 202460
"Familiarity with data versioning tools (Delta Lake, DVC, LakeFS, etc.)"Director, AI/ML Applied Science - Remote, Sep 26, 2026
JPMorganChaseFinance and Insurance · first seen Dec 202253
"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
MoneyLionFinance and Insurance · first seen Aug 202351
"Preferably familiar and have experience with MLOps tools such as DVC, MLFlow, Metaflow, Ray, Chalk"MLOps Engineering Manager - MoneyLion, Apr 8, 2026
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.
Show the data
Month
Job posts naming DVC
All job posts
Per 10,000
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.
March to May 2026171
June to August 2026130
October 2025 to August 2026603
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 knowCompaniesShare
Job posts name DVC
1,83945%
Employees' profiles list DVC
2,28555%
4,124 companies. Each is counted once, under the strongest evidence we have for it.
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.
Share of its companies
Typical tech page
ShareTypical
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.
ShareTypical
United States
33%43%
India
13%6.9%
France
5.5%4.6%
United Kingdom
5.5%6.4%
Germany
4.9%4.4%
Brazil
3.8%2.8%
Companies in 94 countries and territories. Shares are of companies with a known headquarters country.
Show the data
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.
TeamCompanies
AI
40
Data science
30
Machine learning
19
Engineering
15
Data
14
MLOps
14
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.
Share of the 1,322 DVC companies counted here whose job posts also name the tool
Typical for companies the same size
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.
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.
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.
RoleSharePosts
AI Engineer
29%521
Machine Learning
19%336
MLOps Engineer
10%181
Data Scientist
9.7%175
Data Engineer
5.1%93
Software Engineer
3.8%69
Show the data
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 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 themeJob posts
Generative AI792
Digital Transformation472
Cloud Cost Optimization208
Data Infrastructure Migration79
"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.
