GuideWell tech stack
GuideWell builds mostly with SQL, Python, JavaScript, Node JS. Its stack also includes AWS, Azure, LangChain, Snowflake. AWS is named in 7 of the 16 job postings GuideWell published in the last 12 months (44%). Counted by Alion from the job postings of GuideWell, updated Nov 13, 2026.
What programming languages does GuideWell use?
SQL is named in 38% of job postings at GuideWell, followed by Python (31%), JavaScript (13%), Node JS (13%).
SAS What frameworks and libraries does GuideWell use?
LangChain is named in 19% of job postings at GuideWell, followed by Angular (13%), PyTorch (13%), React.js (13%).
What databases does GuideWell use?
Snowflake is named in 13% of job postings at GuideWell, followed by MySQL (13%), PostgreSQL (13%), MS SQL (6%).
What cloud and platforms does GuideWell use?
AWS is named in 44% of job postings at GuideWell, followed by Azure (38%), Kubernetes (19%), AWS Bedrock (13%).
AWS
7 44%
Azure
6 38%
Kubernetes
3 19%
AWS Bedrock
2 13%
OpenShift
2 13%
Show all (17)
What developer tools does GuideWell use?
Microsoft Excel is named in 19% of job postings at GuideWell, followed by Ansible (13%), Terraform (13%), Git (13%).
Ansible
2 13%
Terraform
2 13%
Git
2 13%
Copilot
1 6%
Google ADK
1 6%
Show all (9)
What AI and ML technologies does GuideWell use?
LLM is named in 13% of job postings at GuideWell.
LLM
2 13%
Which engineering practices does GuideWell ask for?
AI Agents is named in 25% of job postings at GuideWell, followed by Agentic Workflows (19%), CI/CD (19%), Configuration Management (19%).
AI Agents
4 25%
CI/CD
3 19%
Configuration Management
3 19%
FinOps
3 19%
RAG
3 19%
Platform Engineering
2 13%
Prompt Engineering
2 13%
Show all (29)
What does each GuideWell team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Early Careers
4 postingsHow does your stack fit GuideWell?
How much does GuideWell pay by technology?
Median stated pay of the postings that name each technology, against the median of all GuideWell postings with stated pay: $126k across 15 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| AWS | 7 | $137k | +9% |
| Azure | 6 | $131k | +4% |
| SQL | 6 | $76k | −39% |
| Python | 5 | $126k | 0% |
How is the GuideWell 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 GuideWell stack?
GuideWell scores 75 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 GuideWell stack in its industry?
Share of the 520 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like GuideWell
Questions about the GuideWell tech stack
What programming languages does GuideWell use?
The languages named in GuideWell job postings are SQL (38%), Python (31%), JavaScript (13%), Node JS (13%), TypeScript (13%), as a share of the 16 postings of the last 12 months.
Does GuideWell use LangChain?
Yes. LangChain is named in 3 of 16 job postings (19%) and required in 3 of them.
What cloud and platforms does GuideWell use?
The cloud and platforms named in GuideWell job postings are AWS (7), Azure (6), Kubernetes (3) (postings in brackets).
What skills do you need for a Early Careers job at GuideWell?
Early Careers postings at GuideWell most often require LLM (2), LangChain (2), out of 4 postings in the last 12 months.
Is the GuideWell tech stack changing?
Yes. TCP/IP, Ansible, Terraform, AWS Bedrock first appeared in GuideWell job postings in the last six months.
How modern is the GuideWell tech stack?
GuideWell scores 75 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 GuideWell tech stack?
Alion reads every job posting GuideWell 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 Nov 13, 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, "GuideWell tech stack: 74 technologies from 16 job postings", as of Nov 13, 2026. https://alion.io/company/guidewell/technologies