664 companies use Metaflow, based on their job posts and their employees' public profiles. 486 job posts named it from October 2025 to August 2026. Machine Learning roles mention it most.
Which companies name Metaflow in the most job posts?
The companies with the most job posts naming Metaflow are Attentive (110), Zendesk (92) and Bain & Company (73). Delivery Hero is the newest of the five companies in the table, with its first job post naming it in April 2024.
CompanyPostsPeopleRecent job post
Attentivefirst seen Dec 20231101
"Our automation is driven by custom and open source machine learning models, industry-leading LLMs, lots of data and tech like Python, Metaflow, HuggingFace, PyTorch, TensorFlow, and Pandas"Senior Software Engineer, Identity, Nov 4, 2026
ZendeskScientific and Technical Services · first seen Aug 2023921
"Our ML pipelines use AWS Batch and MetaFlow."Senior Machine Learning Scientist, Aug 19, 2026
Bain & CompanyProfessional Services · first seen Jun 2023730
"Experience with workflow orchestration - doesn’t matter if it’s dbt, Beam, Airflow, Luigy, Metaflow, Kubeflow, or any other "Lead, Software Engineering, Oct 27, 2026
MoneyLionFinance and Insurance · first seen Aug 2023493
"Preferably familiar and have experience with MLOps tools such as DVC, MLFlow, Metaflow, Ray, Chalk"MLOps Engineering Manager - MoneyLion, Apr 8, 2026
Delivery HeroScientific and Technical Services · first seen Apr 2024435
"Hands-on experience with MLOps practices: CI/CD for ML pipelines, Metaflow, experiment tracking, model registry, and production monitoring covering drift detection, latency tracking…"Senior Data Scientist - (Global Search, Consumer), Oct 24, 2026
Metaflow appeared in 0.20 in every 10,000 job posts from June to August 2026, against 0.23 from March to May. These are small numbers of job posts, so a few companies can move them.
Show the data
Month
Job posts naming Metaflow
All job posts
Per 10,000
Oct 2025
25
1,413,673
0.18
Nov 2025
53
1,822,119
0.29
Dec 2025
46
1,236,103
0.37
Jan 2026
64
1,828,002
0.35
Feb 2026
62
1,856,647
0.33
Mar 2026
43
1,850,711
0.23
Apr 2026
43
1,728,886
0.25
May 2026
38
1,821,509
0.21
Jun 2026
39
1,909,496
0.20
Jul 2026
37
1,815,180
0.20
Aug 2026
36
1,835,698
0.20
How many companies named Metaflow in a job post for the first time in recent months?
Metaflow showed up in job posts at 24 companies for the first time from June to August 2026, and 31 in the three months before. From October 2025 to August 2026, 97 companies named it in a job post for the first time.
March to May 202631
June to August 202624
October 2025 to August 202697
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 Metaflow?
Job posts carry most of the evidence for Metaflow: 64% of these companies name it in posts they wrote. 237 come from employees' profiles alone.
How we knowCompaniesShare
Job posts name Metaflow
42764%
Employees' profiles list Metaflow
23736%
664 companies. Each is counted once, under the strongest evidence we have for it.
What size are the companies that use Metaflow?
38% of Metaflow users are companies with 50 to 999 employees, close to the mix on the typical tech page. The second-largest group is companies with fewer than 50 employees, at 24%.
Share of its companies
Typical tech page
ShareTypical
Under 50 employees
24%22%
50 to 999
38%38%
1,000 to 5,000
17%17%
Over 5,000
22%23%
Where are Metaflow companies based?
Half of Metaflow companies are in the United States (50%). India is less common than usual, at 3.8% against 6.9% on the typical tech page.
ShareTypical
United States
50%43%
Germany
7.5%4.4%
United Kingdom
7.3%6.4%
France
3.8%4.6%
India
3.8%6.9%
Canada
3.2%3.6%
Companies in 50 countries and territories. Shares are of companies with a known headquarters country.
Show the data
Country
Companies
Share
Typical tech page
United States
313
50%
43%
Germany
47
7.5%
4.4%
United Kingdom
46
7.3%
6.4%
France
24
3.8%
4.6%
India
24
3.8%
6.9%
Canada
20
3.2%
3.6%
Which teams work with Metaflow?
Job posts naming Metaflow point to data science teams most often, at 13 companies.
TeamCompanies
Data science
13
Data platform
7
Data
6
Machine learning
6
Engineering
5
ML platform
5
What else do Metaflow companies use?
Flyte and BentoML are the tools most closely tied to Metaflow. Next is TorchServe: 6.8% of these companies use it, against 0.16% of similar ones.
Share of the 308 Metaflow companies counted here whose job posts also name the tool
Typical for companies the same size
Which companies started naming Metaflow in job posts recently?
From April to August 2026, 32 companies with 50 or more employees posted their first job naming Metaflow: 17 commercial, 7 mid-market and 8 enterprise. Another 5 were AI-native companies, which we list separately.
Companies that named Metaflow 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 Metaflow most?
Metaflow shows up across many roles. The top one, Machine Learning, has 21% of the job posts. Machine Learning posts naming it numbered 22 from March to May 2026 and 22 from June to August.
RoleSharePosts
Machine Learning
21%104
Data Scientist
12%56
Software Engineer
8.4%41
Data Engineer
7.6%37
MLOps Engineer
7.6%37
AI Engineer
6.6%32
Show the data
Role
Share
Oct 2025 to Aug 2026
Mar to May 2026
Jun to Aug 2026
Machine Learning
21%
104
22
22
Data Scientist
12%
56
16
9
Software Engineer
8.4%
41
7
7
Data Engineer
7.6%
37
9
13
MLOps Engineer
7.6%
37
13
8
AI Engineer
6.6%
32
6
8
Which project themes come up in Metaflow job posts?
Beyond general digital transformation, the most common project theme in Metaflow job posts is Cloud Cost Optimization (94 posts). Broad digital transformation work shows up in 141 of its job posts.
Project themeJob posts
Digital Transformation141
Cloud Cost Optimization94
Generative AI90
Data Infrastructure Migration46
"Write steps in our data pipelines (Metaflow) that pull in documents, enrich them with LLMs, and index them in OpenSearch"
Protagonist, Software Engineering Intern, 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.
