Atoms tech stack
Atoms builds mostly with Python, C++, Java, Go. Its stack also includes Linux, Kubernetes, PostgreSQL, Redis. Python is named in 82 of the 282 job postings Atoms published in the last 12 months (29%). Counted by Alion from the job postings of Atoms, updated Nov 11, 2026.
What programming languages does Atoms use?
Python is named in 29% of job postings at Atoms, followed by C++ (18%), Java (15%), Go (11%).
Python
82 29%
C++
52 18%
Java
41 15%
Go
31 11%
SQL
28 10%
TypeScript
18 6%
Kotlin
12 4%
JavaScript
12 4%
Show all (17)
What frameworks and libraries does Atoms use?
ROS is named in 2% of job postings at Atoms, followed by React.js (2%), JAX (2%), PyTorch (2%).
ROS
7 2%
React.js
6 2%
JAX
5 2%
PyTorch
5 2%
NumPy
4 1%
Transformers
4 1%
SciPy
4 1%
React Native
3 1%
Show all (30)
What databases does Atoms use?
PostgreSQL is named in 7% of job postings at Atoms, followed by Redis (6%), CockroachDB (1%), ClickHouse (1%).
PostgreSQL
19 7%
Redis
18 6%
CockroachDB
4 1%
ClickHouse
2 1%
Trino
2 1%
Google BigQuery
1 <1%
Snowflake
1 <1%
What cloud and platforms does Atoms use?
Linux is named in 11% of job postings at Atoms, followed by Kubernetes (10%), AWS (9%), Azure (8%).
Kubernetes
28 10%
AWS
26 9%
Azure
23 8%
GCP
23 8%
Apache Kafka
6 2%
Tableau
5 2%
Show all (26)
What developer tools does Atoms use?
Docker is named in 8% of job postings at Atoms, followed by Git (5%), SolidWorks (4%), Rest API (4%).
Docker
23 8%
Git
13 5%
SolidWorks
12 4%
Rest API
11 4%
Terraform
10 4%
WebSockets
9 3%
gRPC
8 3%
Show all (43)
And 3 more, each named in fewer postings.
Which engineering practices does Atoms ask for?
Physical AI is named in 69% of job postings at Atoms, followed by CI/CD (9%), Machine Learning (6%), Multimodal AI (4%).
CI/CD
24 9%
Multimodal AI
12 4%
Computer Vision
8 3%
Show all (53)
And 13 more, each named in fewer postings.
What does each Atoms team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Backend
55 postingsHR
31 postingsIndustrial Engineering
21 postingsRobotics
17 postingsHow does your stack fit Atoms?
How much does Atoms pay by technology?
Median stated pay of the postings that name each technology, against the median of all Atoms postings with stated pay: $183k across 201 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| Python | 60 | $230k | +26% |
| C++ | 35 | $230k | +26% |
| Java | 21 | $210k | +15% |
| Kubernetes | 20 | $242k | +32% |
| Linux | 20 | $230k | +26% |
| SQL | 18 | $225k | +23% |
| Go | 14 | $233k | +27% |
| AWS | 12 | $233k | +27% |
| Azure | 11 | $235k | +28% |
| GCP | 11 | $230k | +26% |
How is the Atoms 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 Atoms stack?
Atoms scores 70 out of 100 (Modern). 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 Atoms stack in its industry?
Share of the 786 companies in the same industries, whose stack Alion knows, that use each technology.
What sets Atoms apart
Companies with a stack like Atoms
Questions about the Atoms tech stack
What programming languages does Atoms use?
The languages named in Atoms job postings are Python (29%), C++ (18%), Java (15%), Go (11%), SQL (10%), as a share of the 282 postings of the last 12 months.
Does Atoms use ROS?
Yes. ROS is named in 7 of 282 job postings (2%) and required in 4 of them.
What cloud and platforms does Atoms use?
The cloud and platforms named in Atoms job postings are Linux (31), Kubernetes (28), AWS (26) (postings in brackets).
What skills do you need for a Backend job at Atoms?
Backend postings at Atoms most often require Java (30), Go (25), C++ (21), Python (20), out of 55 postings in the last 12 months.
Is the Atoms tech stack changing?
Yes. Embedded C, Braze, Bash, KiCad first appeared in Atoms job postings in the last six months.
How modern is the Atoms tech stack?
Atoms scores 70 out of 100 (Modern). 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 Atoms tech stack?
Alion reads every job posting Atoms publishes and tags the technologies each one names. The figures on this page count the 282 postings of the last 12 months and were updated on Nov 11, 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, "Atoms tech stack: 177 technologies from 282 job postings", as of Nov 11, 2026. https://alion.io/company/atoms/technologies