Amber tech stack
Amber builds mostly with Python, JavaScript, Rust, C++. Its stack also includes Kubernetes, GitHub, JAX, PyTorch. Python is named in 7 of the 16 job postings Amber published in the last 12 months (44%). Counted by Alion from the job postings of Amber, updated Oct 3, 2026.
What programming languages does Amber use?
Python is named in 44% of job postings at Amber, followed by JavaScript (38%), Rust (31%), C++ (25%).
Python
7 44%
JavaScript
6 38%
Rust
5 31%
C++
4 25%
Java
3 19%
TypeScript
3 19%
Node JS
3 19%
C#
2 13%
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What frameworks and libraries does Amber use?
JAX is named in 13% of job postings at Amber, followed by PyTorch (13%), PyTorch C++ (13%), React.js (13%).
JAX
2 13%
PyTorch
2 13%
PyTorch C++
2 13%
React.js
2 13%
TensorFlow
2 13%
TensorFlow C++
2 13%
Vue.js
2 13%
Jest
1 6%
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What databases does Amber use?
Amazon Aurora is named in 6% of job postings at Amber, followed by DynamoDB (6%), PostgreSQL (6%), Snowflake (6%).
What cloud and platforms does Amber use?
Kubernetes is named in 19% of job postings at Amber, followed by GitHub (13%), Linux (13%), AWS (6%).
Kubernetes
3 19%
GitHub
2 13%
AWS
1 6%
AWS Lambda
1 6%
Expo
1 6%
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What developer tools does Amber use?
Rest API is named in 13% of job postings at Amber, followed by CloudFormation (6%), Git (6%), Prometheus (6%).
Rest API
2 13%
CloudFormation
1 6%
Git
1 6%
Prometheus
1 6%
Strapi
1 6%
Terraform
1 6%
Vite
1 6%
Webpack
1 6%
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Which engineering practices does Amber ask for?
CI/CD is named in 44% of job postings at Amber, followed by RAG (19%), Fine-tuning (13%), GitOps (13%).
CI/CD
7 44%
RAG
3 19%
Fine-tuning
2 13%
GitOps
2 13%
NLP
2 13%
Embeddings
1 6%
Show all (11)
What does each Amber team work with?
The technologies each team's postings require most often, with the number of postings that require them.
AI/ML
4 postingsBackend
4 postingsHow does your stack fit Amber?
How much does Amber pay by technology?
Median stated pay of the postings that name each technology, against the median of all Amber postings with stated pay: $103k across 15 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| Python | 6 | $120k | +16% |
| JavaScript | 6 | $95k | −8% |
| Rust | 5 | $114k | +11% |
How is the Amber 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 Amber stack?
Amber scores 80 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 Amber stack in its industry?
Share of the 511 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like Amber
Questions about the Amber tech stack
What programming languages does Amber use?
The languages named in Amber job postings are Python (44%), JavaScript (38%), Rust (31%), C++ (25%), Java (19%), as a share of the 16 postings of the last 12 months.
Does Amber use JAX?
Yes. JAX is named in 2 of 16 job postings (13%) and required in 2 of them.
What cloud and platforms does Amber use?
The cloud and platforms named in Amber job postings are Kubernetes (3), GitHub (2), Linux (2) (postings in brackets).
What skills do you need for a AI/ML job at Amber?
AI/ML postings at Amber most often require C# (2), C++ (2), JAX (2), Java (2), out of 4 postings in the last 12 months.
Is the Amber tech stack changing?
Yes. Linux, Vue.js, Machine Learning, NLP first appeared in Amber job postings in the last six months.
How modern is the Amber tech stack?
Amber scores 80 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 Amber tech stack?
Alion reads every job posting Amber publishes and tags the technologies each one names. The figures on this page count the 16 postings of the last 12 months and were updated on Oct 3, 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, "Amber tech stack: 59 technologies from 16 job postings", as of Oct 3, 2026. https://alion.io/company/amber/technologies