Pivotal tech stack
Pivotal builds mostly with Python, C++, MATLAB, SQL. Its stack also includes AWS, Linux, ROS, ROS2. Python is named in 10 of the 13 job postings Pivotal published in the last 12 months (77%). Counted by Alion from the job postings of Pivotal, updated Sep 26, 2026.
What programming languages does Pivotal use?
Python is named in 77% of job postings at Pivotal, followed by C++ (54%), MATLAB (23%), SQL (15%).
C++ 
Show all (9)
What frameworks and libraries does Pivotal use?
ROS is named in 15% of job postings at Pivotal, followed by ROS2 (15%), OpenCV (8%), PyTorch (8%).
ROS
2 15%
ROS2
2 15%
OpenCV
1 8%
PyTorch
1 8%
PyTorch C++
1 8%
React.js
1 8%
TensorFlow
1 8%
TensorFlow C++
1 8%
Show all (10)
What databases does Pivotal use?
BigQuery is named in 8% of job postings at Pivotal, followed by Google BigQuery (8%), Presto (8%), Snowflake (8%).
BigQuery 
What cloud and platforms does Pivotal use?
AWS is named in 23% of job postings at Pivotal, followed by Linux (23%), Grafana (23%), Amazon S3 (15%).
AWS
3 23%
Grafana
3 23%
AWS Lambda
2 15%
GitLab
2 15%
GitLab CI
2 15%
Show all (12)
What developer tools does Pivotal use?
Git is named in 46% of job postings at Pivotal, followed by Simulink (23%), AirSim (15%), Gazebo (15%).
Git
6 46%
AirSim
2 15%
Gazebo
2 15%
Isaac Sim
2 15%
Terraform
2 15%
Docker
1 8%
Show all (9)
What AI and ML technologies does Pivotal use?
LLM is named in 8% of job postings at Pivotal.
LLM
1 8%
Which engineering practices does Pivotal ask for?
CI/CD is named in 31% of job postings at Pivotal, followed by Sensor Fusion (23%), Autonomous Navigation (15%), IAM (15%).
CI/CD
4 31%
Time Series Forecasting
2 15%
Computer Vision
1 8%
Show all (20)
How does your stack fit Pivotal?
How much does Pivotal pay by technology?
Median stated pay of the postings that name each technology, against the median of all Pivotal postings with stated pay: $174k across 10 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| Python | 9 | $175k | +1% |
| C++ | 6 | $178k | +2% |
How is the Pivotal stack changing?
Read from the dates of the postings themselves: a technology is new when the first posting that names it appeared in the last six months, rising or falling when its share of postings moved between the last two quarters.
How modern is the Pivotal stack?
Pivotal scores 77 out of 100 (Cutting-edge). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 1; legacy ones: 0.
How common is the Pivotal stack in its industry?
Share of the 227 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like Pivotal
HavocAI Inc.
40 shared technologies
Lyte
42 shared technologies
Woven by Toyota
47 shared technologies
Mach Industries
41 shared technologies
FieldAI
51 shared technologies
STARK Defence
40 shared technologies
Securities and Exchange Commission
46 shared technologies
Applied Intuition
55 shared technologies
Questions about the Pivotal tech stack
What programming languages does Pivotal use?
The languages named in Pivotal job postings are Python (77%), C++ (54%), MATLAB (23%), SQL (15%), JavaScript (8%), as a share of the 13 postings of the last 12 months.
Does Pivotal use ROS?
Yes. ROS is named in 2 of 13 job postings (15%) and required in 1 of them.
What cloud and platforms does Pivotal use?
The cloud and platforms named in Pivotal job postings are AWS (3), Linux (3), Grafana (3) (postings in brackets).
Is the Pivotal tech stack changing?
Yes. GitLab, Amazon S3, SQL, AWS Lambda first appeared in Pivotal job postings in the last six months.
How modern is the Pivotal tech stack?
Pivotal scores 77 out of 100 (Cutting-edge). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 1; legacy ones: 0.
How does Alion know the Pivotal tech stack?
Alion reads every job posting Pivotal publishes and tags the technologies each one names. The figures on this page count the 13 postings of the last 12 months and were updated on Sep 26, 2026.
Method and citation
Alion reads every job posting the company publishes and tags the technologies each one names. Shares count the postings of the last 12 months, open and closed; the company's own products are counted apart. How we count
Alion, "Pivotal tech stack: 66 technologies from 13 job postings", as of Sep 26, 2026. https://alion.io/company/pivotal/technologies