Vibrant Emotional Health tech stack
Vibrant Emotional Health builds mostly with Python, Apex, R. Its stack also includes AWS, Snowflake, Scikit-learn, Azure. Python is named in 3 of the 13 job postings Vibrant Emotional Health published in the last 12 months (23%). Counted by Alion from the job postings of Vibrant Emotional Health, updated Oct 15, 2026.
What programming languages does Vibrant Emotional Health use?
Python is named in 23% of job postings at Vibrant Emotional Health, followed by Apex (8%), R (8%).
What frameworks and libraries does Vibrant Emotional Health use?
Scikit-learn is named in 23% of job postings at Vibrant Emotional Health, followed by PyTorch (15%), Supervision (8%), TensorFlow (8%).
What databases does Vibrant Emotional Health use?
Snowflake is named in 23% of job postings at Vibrant Emotional Health, followed by Amazon Redshift (8%), BigQuery (8%), Google BigQuery (8%).
BigQuery 
What cloud and platforms does Vibrant Emotional Health use?
AWS is named in 23% of job postings at Vibrant Emotional Health, followed by Azure (15%), Hugging Face (15%), Power BI (15%).
AWS
3 23%
Azure
2 15%
Power BI
2 15%
GCP
1 8%
Show all (16)
What developer tools does Vibrant Emotional Health use?
Rest API is named in 15% of job postings at Vibrant Emotional Health, followed by dbt (15%), Microsoft Excel (8%), Nmap (8%).
Which engineering practices does Vibrant Emotional Health ask for?
IAM is named in 23% of job postings at Vibrant Emotional Health, followed by Machine Learning (23%), TCP/IP (23%), NLP (15%).
NLP
2 15%
Explainable AI
1 8%
SLI/SLO/SLA
1 8%
Sentiment Analysis
1 8%
Show all (10)
What does each Vibrant Emotional Health team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Leadership
3 postingsHow does your stack fit Vibrant Emotional Health?
How modern is the Vibrant Emotional Health stack?
Vibrant Emotional Health scores 68 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: 0; legacy ones: 0.
How common is the Vibrant Emotional Health stack in its industry?
Share of the 303 companies in the same industries, whose stack Alion knows, that use each technology.
What sets Vibrant Emotional Health apart
Companies with a stack like Vibrant Emotional Health
University of Arkansas System
32 shared technologies
NextGen Healthcare
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Skechers
32 shared technologies
Cronos Europa
33 shared technologies
eClerx
33 shared technologies
ClickSend
33 shared technologies
The Coca-Cola Company
37 shared technologies
Citizens Financial Group
35 shared technologies
Questions about the Vibrant Emotional Health tech stack
What programming languages does Vibrant Emotional Health use?
The languages named in Vibrant Emotional Health job postings are Python (23%), Apex (8%), R (8%), as a share of the 13 postings of the last 12 months.
Does Vibrant Emotional Health use Scikit-learn?
Yes. Scikit-learn is named in 3 of 13 job postings (23%) and required in 3 of them.
What cloud and platforms does Vibrant Emotional Health use?
The cloud and platforms named in Vibrant Emotional Health job postings are AWS (3), Azure (2), Hugging Face (2) (postings in brackets).
What skills do you need for a Leadership job at Vibrant Emotional Health?
Leadership postings at Vibrant Emotional Health most often require Hugging Face (2), PyTorch (2), Python (2), Scikit-learn (2), out of 3 postings in the last 12 months.
Is the Vibrant Emotional Health tech stack changing?
No new technology has appeared in Vibrant Emotional Health job postings in the last six months.
How modern is the Vibrant Emotional Health tech stack?
Vibrant Emotional Health scores 68 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: 0; legacy ones: 0.
How does Alion know the Vibrant Emotional Health tech stack?
Alion reads every job posting Vibrant Emotional Health publishes and tags the technologies each one names. The figures on this page count the 13 postings of the last 12 months and were updated on Oct 15, 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, "Vibrant Emotional Health tech stack: 41 technologies from 13 job postings", as of Oct 15, 2026. https://alion.io/company/vibrant-org/technologies