Spring Health tech stack
Spring Health builds mostly with Python, SQL, Ruby, JavaScript. Its stack also includes Ruby on Rails, AWS, Looker, LangChain. Python is named in 15 of the 51 job postings Spring Health published in the last 12 months (29%). Counted by Alion from the job postings of Spring Health, updated Sep 30, 2026.
What programming languages does Spring Health use?
Python is named in 29% of job postings at Spring Health, followed by SQL (22%), Ruby (22%), JavaScript (14%).
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What frameworks and libraries does Spring Health use?
Ruby on Rails is named in 18% of job postings at Spring Health, followed by LangChain (10%), React.js (10%), Cypress (4%).
Ruby on Rails
9 18%
LangChain
5 10%
React.js
5 10%
Cypress
2 4%
Flutter
2 4%
LangGraph
2 4%
Playwright
2 4%
Pytest
2 4%
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What databases does Spring Health use?
PostgreSQL is named in 8% of job postings at Spring Health, followed by Snowflake (8%), OpenSearch (2%), Oracle (2%).
BigQuery 
What cloud and platforms does Spring Health use?
AWS is named in 12% of job postings at Spring Health, followed by Looker (12%), Azure (8%), Datadog (6%).
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What developer tools does Spring Health use?
Copilot is named in 10% of job postings at Spring Health, followed by GraphQL (8%), dbt (8%), Cursor (6%).
What AI and ML technologies does Spring Health use?
LLM is named in 25% of job postings at Spring Health, followed by Claude (14%), ChatGPT (4%), Gemini (2%).
Which engineering practices does Spring Health ask for?
AI Agents is named in 20% of job postings at Spring Health, followed by CI/CD (20%), A/B Testing (18%), Agentic Workflows (14%).
AI Agents
10 20%
CI/CD
10 20%
RAG
4 8%
Prompt Engineering
3 6%
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What does each Spring Health team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Backend
12 postingsLeadership
8 postingsSecurity
4 postingsHow does your stack fit Spring Health?
How much does Spring Health pay by technology?
Median stated pay of the postings that name each technology, against the median of all Spring Health postings with stated pay: $210k across 51 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| Python | 15 | $196k | −6% |
| LLM | 13 | $242k | +15% |
| Ruby | 11 | $206k | −2% |
| SQL | 11 | $179k | −15% |
| Ruby on Rails | 9 | $196k | −6% |
| JavaScript | 7 | $206k | −2% |
| Claude | 7 | $191k | −9% |
| Looker | 6 | $239k | +14% |
| AWS | 6 | $206k | −2% |
| React.js | 5 | $233k | +11% |
How is the Spring Health 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 Spring Health stack?
Spring Health scores 89 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: 4; legacy ones: 0.
How common is the Spring Health stack in its industry?
Share of the 323 companies in the same industries, whose stack Alion knows, that use each technology.
What sets Spring Health apart
Companies with a stack like Spring Health
Questions about the Spring Health tech stack
What programming languages does Spring Health use?
The languages named in Spring Health job postings are Python (29%), SQL (22%), Ruby (22%), JavaScript (14%), TypeScript (6%), as a share of the 51 postings of the last 12 months.
Does Spring Health use Ruby on Rails?
Yes. Ruby on Rails is named in 9 of 51 job postings (18%) and required in 8 of them.
What cloud and platforms does Spring Health use?
The cloud and platforms named in Spring Health job postings are AWS (6), Looker (6), Azure (4) (postings in brackets).
What skills do you need for a Backend job at Spring Health?
Backend postings at Spring Health most often require Ruby on Rails (8), Python (7), Ruby (6), Claude (4), out of 12 postings in the last 12 months.
Is the Spring Health tech stack changing?
Yes. Dart, Flutter, React Native, Scale AI first appeared in Spring Health job postings in the last six months.
How modern is the Spring Health tech stack?
Spring Health scores 89 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: 4; legacy ones: 0.
How does Alion know the Spring Health tech stack?
Alion reads every job posting Spring Health publishes and tags the technologies each one names. The figures on this page count the 51 postings of the last 12 months and were updated on Sep 30, 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, "Spring Health tech stack: 78 technologies from 51 job postings", as of Sep 30, 2026. https://alion.io/company/spring-health/technologies