Ambience Healthcare tech stack
Ambience Healthcare builds mostly with Python, TypeScript, Go, SQL. Its stack also includes OpenAI, AWS, PostgreSQL, Snowflake. OpenAI is named in 18 of the 18 job postings Ambience Healthcare published in the last 12 months (100%). Counted by Alion from the job postings of Ambience Healthcare, updated Oct 19, 2026.
What programming languages does Ambience Healthcare use?
Python is named in 28% of job postings at Ambience Healthcare, followed by TypeScript (17%), Go (11%), SQL (11%).
What frameworks and libraries does Ambience Healthcare use?
PyTorch is named in 11% of job postings at Ambience Healthcare, followed by Dagster (6%).
What databases does Ambience Healthcare use?
PostgreSQL is named in 11% of job postings at Ambience Healthcare, followed by Snowflake (11%).
PostgreSQL
2 11%
Snowflake
2 11%
What cloud and platforms does Ambience Healthcare use?
OpenAI is named in 100% of job postings at Ambience Healthcare, followed by AWS (11%), GCP (6%), Looker (6%).
What developer tools does Ambience Healthcare use?
Rest API is named in 17% of job postings at Ambience Healthcare, followed by dbt (11%), Docker (6%).
What AI and ML technologies does Ambience Healthcare use?
LLM is named in 11% of job postings at Ambience Healthcare.
LLM
2 11%
Which engineering practices does Ambience Healthcare ask for?
NLP is named in 17% of job postings at Ambience Healthcare, followed by AI Agents (11%), CI/CD (11%), Function Calling (11%).
NLP
3 17%
AI Agents
2 11%
CI/CD
2 11%
Function Calling
2 11%
Multimodal AI
2 11%
Show all (18)
What does each Ambience Healthcare team work with?
The technologies each team's postings require most often, with the number of postings that require them.
AI/ML
3 postingsHow does your stack fit Ambience Healthcare?
How much does Ambience Healthcare pay by technology?
Median stated pay of the postings that name each technology, against the median of all Ambience Healthcare postings with stated pay: $235k across 17 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| OpenAI | 17 | $235k | 0% |
| Python | 5 | $283k | +20% |
How is the Ambience Healthcare 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 Ambience Healthcare stack?
Ambience Healthcare scores 76 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 Ambience Healthcare stack in its industry?
Share of the 543 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like Ambience Healthcare
Questions about the Ambience Healthcare tech stack
What programming languages does Ambience Healthcare use?
The languages named in Ambience Healthcare job postings are Python (28%), TypeScript (17%), Go (11%), SQL (11%), Java (6%), as a share of the 18 postings of the last 12 months.
Does Ambience Healthcare use PyTorch?
Yes. PyTorch is named in 2 of 18 job postings (11%) and required in 2 of them.
What cloud and platforms does Ambience Healthcare use?
The cloud and platforms named in Ambience Healthcare job postings are OpenAI (18), AWS (2), GCP (1) (postings in brackets).
What skills do you need for a AI/ML job at Ambience Healthcare?
AI/ML postings at Ambience Healthcare most often require OpenAI (3), LLM (2), PyTorch (2), Python (2), out of 3 postings in the last 12 months.
Is the Ambience Healthcare tech stack changing?
Yes. AWS first appeared in Ambience Healthcare job postings in the last six months.
How modern is the Ambience Healthcare tech stack?
Ambience Healthcare scores 76 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 Ambience Healthcare tech stack?
Alion reads every job posting Ambience Healthcare publishes and tags the technologies each one names. The figures on this page count the 18 postings of the last 12 months and were updated on Oct 19, 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, "Ambience Healthcare tech stack: 36 technologies from 18 job postings", as of Oct 19, 2026. https://alion.io/company/ambience-healthcare/technologies