QualMinds tech stack

QualMinds builds mostly with SQL, JavaScript, TypeScript, Python. Its stack also includes AWS, GCP, PostgreSQL, Snowflake. SQL is named in 7 of the 10 job postings QualMinds published in the last 12 months (70%). Counted by Alion from the job postings of QualMinds, updated Oct 17, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 17, 2026
Technologies in use
132
Postings analysed
10
Open now
10
Modernity
83 /100
New in 6 months
8

What programming languages does QualMinds use?

SQL is named in 70% of job postings at QualMinds, followed by JavaScript (60%), TypeScript (50%), Python (40%).

SQL 7 70% required in 86% · 7 open now · since Mar 2024
JavaScript 6 60% required in 33% · 6 open now · since Mar 2024
TypeScript 5 50% required in 60% · 5 open now · since Mar 2024
Python 4 40% required in 75% · 4 open now · since Jan 2026
Node JS 2 20% required in 100% · 2 open now · since Sep 2026
C# 2 20% optional · 2 open now · since Aug 2023
PHP 1 10% optional · 1 open now · since Aug 2026

What frameworks and libraries does QualMinds use?

Vue.js is named in 20% of job postings at QualMinds, followed by Angular (10%), Bootstrap (10%), FastAPI (10%).

Vue.js 2 20% required in 100% · 2 open now · since Mar 2024
Angular 1 10% required in 100% · 1 open now · since Mar 2024
Bootstrap 1 10% required in 100% · 1 open now · since Apr 2025
FastAPI 1 10% required in 100% · 1 open now · since Oct 2026
JQuery 1 10% required in 100% · 1 open now · since Apr 2025
LangGraph 1 10% required in 100% · 1 open now · since Oct 2026
Next.js 1 10% required in 100% · 1 open now · since Oct 2026
OpenAI Agents SDK 1 10% required in 100% · 1 open now · since Oct 2026
Show all (20)
OpenTelemetry1
Playwright1
Pydantic AI1
React.js1
Serilog1
Vercel AI SDK1
pgvector1
ASP.NET Core1
Celery1
Entity Framework Core1
LangChain1
Pytest1

What databases does QualMinds use?

PostgreSQL is named in 30% of job postings at QualMinds, followed by Snowflake (20%), Amazon Redshift (20%), Redis (20%).

PostgreSQL 3 30% required in 67% · 3 open now · since Feb 2026
Snowflake 2 20% required in 100% · 2 open now · since Nov 2025
Amazon Redshift 2 20% required in 50% · 2 open now · since Sep 2026
Redis 2 20% required in 50% · 2 open now · since Feb 2026
DynamoDB 1 10% required in 100% · 1 open now · since Sep 2026
MS SQL 1 10% required in 100% · 1 open now · since Nov 2025
MySQL 1 10% required in 100% · 1 open now · since Feb 2026
Pinecone 1 10% required in 100% · 1 open now · since Oct 2026
Show all (11)
Qdrant1
BigQuery1
Google BigQuery1

What cloud and platforms does QualMinds use?

AWS is named in 40% of job postings at QualMinds, followed by GCP (40%), Kubernetes (30%), AWS Lambda (20%).

AWS 4 40% required in 100% · 4 open now · since Jan 2026
GCP 4 40% required in 100% · 4 open now · since Aug 2023
Kubernetes 3 30% required in 33% · 3 open now · since Feb 2026
AWS Lambda 2 20% required in 100% · 2 open now · since Sep 2026
Amazon S3 2 20% required in 100% · 2 open now · since Sep 2026
Azure 2 20% required in 100% · 2 open now · since Aug 2023
Google GKE 2 20% required in 100% · 2 open now · since Jul 2026
AWS Step Functions 2 20% required in 50% · 2 open now · since Sep 2026
Show all (38)
Apache Kafka2
GitHub2
RabbitMQ2
Sentry2
Spark2
.NET1
API Gateway1
Akamai1
Amazon CloudWatch1
Anthropic1
Arize Phoenix1
Bamboo1
Bitbucket1
Deepgram1
ElevenLabs1
Fastly1
Google Cloud Run1
LangSmith1
Langfuse1
LiveKit1
New Relic1
OpenAI1
Snyk1
SonarQube1
Sonatype Nexus IQ1
Supabase1
Vertex AI1
Airflow1
Datadog1
Tableau1

What developer tools does QualMinds use?

Rest API is named in 30% of job postings at QualMinds, followed by Docker (20%), Terraform (20%), Git (20%).

Rest API 3 30% required in 67% · 3 open now · since Mar 2024
Docker 2 20% required in 100% · 2 open now · since Jul 2026
Terraform 2 20% required in 100% · 2 open now · since Sep 2026
Git 2 20% required in 50% · 2 open now · since Jan 2026
Matillion 2 20% required in 50% · 2 open now · since Nov 2025
A2A 1 10% required in 100% · 1 open now · since Oct 2026
AWS CDK 1 10% required in 100% · 1 open now · since Sep 2026
AWS Glue 1 10% required in 100% · 1 open now · since Oct 2026
Show all (26)
Azure Data Factory1
Braintrust1
CloudFormation1
Google ADK1
GraphQL1
Microsoft Excel1
Model Context Protocol1
SSIS1
WebRTC1
WebSockets1
WordPress1
AgentOps1
Claude Code1
Copilot1
Cursor1
ESLint1
Prettier1
pySpark1

What AI and ML technologies does QualMinds use?

LLM is named in 20% of job postings at QualMinds, followed by Claude (10%), DeepSeek (10%), GPT-5 (10%).

LLM 2 20% required in 100% · 2 open now · since Feb 2026
Claude 1 10% required in 100% · 1 open now · since Oct 2026
DeepSeek 1 10% required in 100% · 1 open now · since Oct 2026
GPT-5 1 10% required in 100% · 1 open now · since Oct 2026
Gemini 1 10% required in 100% · 1 open now · since Oct 2026
Llama 1 10% required in 100% · 1 open now · since Oct 2026
Mistral 1 10% required in 100% · 1 open now · since Oct 2026
Qwen 1 10% required in 100% · 1 open now · since Oct 2026

Which engineering practices does QualMinds ask for?

Machine Learning is named in 70% of job postings at QualMinds, followed by CI/CD (50%), ETL/ELT (30%), LLM Guardrails (30%).

Machine Learning 7 70% required in 100% · 7 open now · since Feb 2024
CI/CD 5 50% required in 80% · 5 open now · since Aug 2023
ETL/ELT 3 30% required in 100% · 3 open now · since Nov 2025
LLM Guardrails 3 30% required in 67% · 3 open now · since Feb 2026
IAM 2 20% required in 100% · 2 open now · since Aug 2023
AI Agents 2 20% required in 50% · 2 open now · since Feb 2026
Context Engineering 1 10% required in 100% · 1 open now · since Oct 2026
Dimensional Modeling 1 10% required in 100% · 1 open now · since Jan 2026
Show all (22)
Function Calling1
Human-in-the-Loop1
MVVM1
Multi-Agent Systems1
Prompt Engineering1
RAG1
Realtime API1
Reranking1
Structured Outputs1
Text-to-Speech1
Voice Agents1
A/B Testing1
Clean Architecture1
LLMOps1

What does each QualMinds team work with?

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

Data Science

3 postings
SQL3
AWS2
GCP2
Snowflake2

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How is the QualMinds 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
AWS LambdaSep 2026
Amazon S3Sep 2026
Node JSSep 2026
TerraformSep 2026
AWS Step FunctionsSep 2026
Amazon RedshiftSep 2026
DockerJul 2026
Google GKEJul 2026
Not named for 6 months
SnowflakeJan 2026
MatillionJan 2026

How modern is the QualMinds stack?

Cutting-edge AI adopter 83/100

QualMinds scores 83 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: 8; legacy ones: 0.

How common is the QualMinds stack in its industry?

Share of the 5,612 companies in the same industries, whose stack Alion knows, that use each technology.

SQL44%
JavaScript50%
TypeScript37%
AWS36%
GCP23%
Python45%
Kubernetes31%
PostgreSQL32%
AWS Lambda8%
AWS Step Functions2%

Questions about the QualMinds tech stack

What programming languages does QualMinds use?

The languages named in QualMinds job postings are SQL (70%), JavaScript (60%), TypeScript (50%), Python (40%), Node JS (20%), as a share of the 10 postings of the last 12 months.

Does QualMinds use Vue.js?

Yes. Vue.js is named in 2 of 10 job postings (20%) and required in 2 of them.

What cloud and platforms does QualMinds use?

The cloud and platforms named in QualMinds job postings are AWS (4), GCP (4), Kubernetes (3) (postings in brackets).

What skills do you need for a Data Science job at QualMinds?

Data Science postings at QualMinds most often require SQL (3), AWS (2), GCP (2), Snowflake (2), out of 3 postings in the last 12 months.

Is the QualMinds tech stack changing?

Yes. AWS Lambda, Amazon S3, Node JS, Terraform first appeared in QualMinds job postings in the last six months.

How modern is the QualMinds tech stack?

QualMinds scores 83 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: 8; legacy ones: 0.

How does Alion know the QualMinds tech stack?

Alion reads every job posting QualMinds publishes and tags the technologies each one names. The figures on this page count the 10 postings of the last 12 months and were updated on Oct 17, 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, "QualMinds tech stack: 132 technologies from 10 job postings", as of Oct 17, 2026. https://alion.io/company/qualminds/technologies

Licence: CC BY-SA 4.0JSON