Ambient AI tech stack
Ambient AI builds mostly with Python, JavaScript, C++, TypeScript. Its stack also includes SentinelOne, AWS, MySQL, PostgreSQL. SentinelOne is named in 34 of the 34 job postings Ambient AI published in the last 12 months (100%). Counted by Alion from the job postings of Ambient AI, updated Nov 11, 2026.
What programming languages does Ambient AI use?
Python is named in 24% of job postings at Ambient AI, followed by JavaScript (9%), C++ (6%), TypeScript (6%).
What frameworks and libraries does Ambient AI use?
Django is named in 9% of job postings at Ambient AI, followed by React.js (9%), CUDA (6%), NCCL (6%).
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What databases does Ambient AI use?
MySQL is named in 12% of job postings at Ambient AI, followed by PostgreSQL (12%), Redis (12%), OpenSearch (6%).
MySQL
4 12%
PostgreSQL
4 12%
Redis
4 12%
OpenSearch
2 6%
Amazon Aurora
1 3%
Amazon Redshift
1 3%
Cassandra
1 3%
ClickHouse
1 3%
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What cloud and platforms does Ambient AI use?
SentinelOne is named in 100% of job postings at Ambient AI, followed by AWS (29%), GCP (29%), Azure (21%).
AWS
10 29%
GCP
10 29%
Azure
7 21%
VMWare
5 15%
Apache Kafka
3 9%
ActiveMQ
2 6%
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What developer tools does Ambient AI use?
Rest API is named in 12% of job postings at Ambient AI, followed by GraphQL (9%), Claude Code (6%), Triton Inference Server (6%).
Rest API
4 12%
GraphQL
3 9%
Claude Code
2 6%
ONNX
2 6%
TensorRT
2 6%
Adobe After Effects
1 3%
Adobe Photoshop
1 3%
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What AI and ML technologies does Ambient AI use?
ChatGPT is named in 15% of job postings at Ambient AI, followed by LLM (12%), Claude (9%).
Which engineering practices does Ambient AI ask for?
RAG is named in 12% of job postings at Ambient AI, followed by Computer Vision (9%), CI/CD (6%), LLM Evaluation (6%).
RAG
4 12%
Computer Vision
3 9%
CI/CD
2 6%
Multimodal AI
2 6%
Quantization
2 6%
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What does each Ambient AI team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Solutions
8 postingsBackend
5 postingsSales
5 postingsOperations
4 postingsHR
4 postingsHow does your stack fit Ambient AI?
How much does Ambient AI pay by technology?
Median stated pay of the postings that name each technology, against the median of all Ambient AI postings with stated pay: $150k across 31 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| SentinelOne | 31 | $150k | 0% |
| AWS | 8 | $150k | 0% |
| GCP | 8 | $150k | 0% |
| Azure | 7 | $150k | 0% |
| Linux | 6 | $145k | −3% |
| VMWare | 5 | $215k | +43% |
| Python | 5 | $205k | +37% |
| ChatGPT | 5 | $150k | 0% |
How is the Ambient AI 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 Ambient AI stack?
Ambient AI scores 85 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: 3; legacy ones: 0.
How common is the Ambient AI stack in its industry?
Share of the 599 companies in the same industries, whose stack Alion knows, that use each technology.
What sets Ambient AI apart
Companies with a stack like Ambient AI
Questions about the Ambient AI tech stack
What programming languages does Ambient AI use?
The languages named in Ambient AI job postings are Python (24%), JavaScript (9%), C++ (6%), TypeScript (6%), Go (3%), as a share of the 34 postings of the last 12 months.
Does Ambient AI use Django?
Yes. Django is named in 3 of 34 job postings (9%) and required in 3 of them.
What cloud and platforms does Ambient AI use?
The cloud and platforms named in Ambient AI job postings are SentinelOne (34), AWS (10), GCP (10) (postings in brackets).
What skills do you need for a Solutions job at Ambient AI?
Solutions postings at Ambient AI most often require SentinelOne (8), AWS (6), Azure (6), GCP (6), out of 8 postings in the last 12 months.
Is the Ambient AI tech stack changing?
Yes. Claude, Linux, LLM Evaluation, Machine Learning first appeared in Ambient AI job postings in the last six months.
How modern is the Ambient AI tech stack?
Ambient AI scores 85 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: 3; legacy ones: 0.
How does Alion know the Ambient AI tech stack?
Alion reads every job posting Ambient AI publishes and tags the technologies each one names. The figures on this page count the 34 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, "Ambient AI tech stack: 80 technologies from 34 job postings", as of Nov 11, 2026. https://alion.io/company/ambient/technologies