Wonderful
Conversational AI · AI Agents

Wonderful tech stack

Wonderful builds mostly with Python, Bash, JavaScript, Go. Its stack also includes AWS, Azure, Snowflake, PyTorch. LLM is named in 60 of the 122 job postings Wonderful published in the last 12 months (49%). Counted by Alion from the job postings of Wonderful, updated Nov 11, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 11, 2026
Technologies in use
43
Postings analysed
122
Open now
85
Modernity
79 /100
New in 6 months
8

What programming languages does Wonderful use?

Python is named in 5% of job postings at Wonderful, followed by Bash (2%), JavaScript (2%), Go (1%).

Python 6 5% required in 83% · 1 open now · since Jan 2026
Bash 2 2% required in 100% · 1 open now · since Aug 2026
JavaScript 2 2% required in 50% · since Jan 2026
Go 1 1% required in 100% · since Aug 2026
SQL 1 1% required in 100% · 1 open now · since Mar 2026
TypeScript 1 1% required in 100% · since Jan 2026
PowerShell 1 1% optional · since Jul 2026

What frameworks and libraries does Wonderful use?

PyTorch is named in 1% of job postings at Wonderful, followed by React.js (1%), Scikit-learn (1%), TensorFlow (1%).

PyTorch 1 1% required in 100% · since Jan 2026
React.js 1 1% required in 100% · since Jan 2026
Scikit-learn 1 1% required in 100% · since Jan 2026
TensorFlow 1 1% required in 100% · since Jan 2026

What databases does Wonderful use?

Snowflake is named in 1% of job postings at Wonderful.

Snowflake 1 1% required in 100% · 1 open now · since Mar 2026

What cloud and platforms does Wonderful use?

AWS is named in 8% of job postings at Wonderful, followed by Azure (7%), GCP (4%), Kubernetes (3%).

AWS 10 8% required in 90% · 5 open now · since Jan 2026
Azure 8 7% required in 88% · 4 open now · since Aug 2026
GCP 5 4% required in 80% · 2 open now · since Aug 2026
Kubernetes 4 3% required in 100% · 1 open now · since Jan 2026
Linux 2 2% required in 100% · 1 open now · since Aug 2026
Looker 1 1% required in 100% · 1 open now · since Mar 2026
Okta 1 1% required in 100% · since Jul 2026
Tableau 1 1% required in 100% · 1 open now · since Mar 2026
Show all (9)
Windows1

What developer tools does Wonderful use?

Model Context Protocol is named in 28% of job postings at Wonderful, followed by Docker (3%), ArgoCD (2%), Helm (2%).

Model Context Protocol 34 28% required in 97% · 25 open now · since Jan 2026
Docker 4 3% required in 100% · 1 open now · since Jan 2026
ArgoCD 2 2% required in 100% · 1 open now · since Aug 2026
Helm 2 2% required in 100% · 1 open now · since Aug 2026
Microsoft Excel 2 2% required in 100% · 1 open now · since Sep 2026
Terraform 2 2% required in 100% · 1 open now · since Aug 2026
Terragrunt 2 2% required in 100% · 1 open now · since Aug 2026
dbt 1 1% required in 100% · 1 open now · since Mar 2026

What AI and ML technologies does Wonderful use?

LLM is named in 49% of job postings at Wonderful.

LLM 60 49% required in 18% · 49 open now · since Jan 2026

Which engineering practices does Wonderful ask for?

AI Agents is named in 88% of job postings at Wonderful, followed by CI/CD (3%), Platform Engineering (2%), Function Calling (2%).

AI Agents 107 88% required in 100% · 77 open now · since Jan 2026
CI/CD 4 3% required in 75% · 2 open now · since Jul 2026
Platform Engineering 3 2% required in 100% · 1 open now · since Jul 2026
Function Calling 2 2% required in 100% · 2 open now · since Sep 2026
GitOps 2 2% required in 100% · 1 open now · since Aug 2026
Machine Learning 2 2% required in 100% · since Jan 2026
Context Engineering 2 2% required in 50% · 1 open now · since Mar 2026
ETL/ELT 1 1% required in 100% · 1 open now · since Mar 2026
Show all (13)
LLM Guardrails1
NLP1
Prompt Engineering1
Speech Recognition1
RAG1

What does each Wonderful team work with?

The technologies each team's postings require most often, with the number of postings that require them.

Solutions

83 postings
Model Context Protocol33
LLM3

Sales

17 postings
AWS4
Azure4
LLM4

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How is the Wonderful 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.

First appeared
Microsoft ExcelSep 2026
Function CallingSep 2026
ArgoCDAug 2026
BashAug 2026
GitOpsAug 2026
HelmAug 2026
LinuxAug 2026
TerraformAug 2026

How modern is the Wonderful stack?

Cutting-edge AI adopter 79/100

Wonderful scores 79 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 Wonderful stack in its industry?

Share of the 1,579 companies in the same industries, whose stack Alion knows, that use each technology.

LLM53%
AWS51%
Azure35%
Python68%
GCP37%
Kubernetes39%
Bash5%
JavaScript59%
Linux16%
Go21%

Questions about the Wonderful tech stack

What programming languages does Wonderful use?

The languages named in Wonderful job postings are Python (5%), Bash (2%), JavaScript (2%), Go (1%), SQL (1%), as a share of the 122 postings of the last 12 months.

Does Wonderful use AWS?

Yes. AWS is named in 10 of 122 job postings (8%) and required in 9 of them.

What cloud and platforms does Wonderful use?

The cloud and platforms named in Wonderful job postings are AWS (10), Azure (8), GCP (5) (postings in brackets).

What skills do you need for a Solutions job at Wonderful?

Solutions postings at Wonderful most often require Model Context Protocol (33), LLM (3), out of 83 postings in the last 12 months.

Is the Wonderful tech stack changing?

Yes. Microsoft Excel, Function Calling, ArgoCD, Bash first appeared in Wonderful job postings in the last six months.

How modern is the Wonderful tech stack?

Wonderful scores 79 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 Wonderful tech stack?

Alion reads every job posting Wonderful publishes and tags the technologies each one names. The figures on this page count the 122 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, "Wonderful tech stack: 43 technologies from 122 job postings", as of Nov 11, 2026. https://alion.io/company/wonderful/technologies

Licence: CC BY-SA 4.0JSON