Dotmatics
Scientific & Lab Software

Dotmatics tech stack

Dotmatics builds mostly with JavaScript, Python, TypeScript, Node JS. Its stack also includes AWS, Databricks, React.js, Snowflake. AWS is named in 21 of the 65 job postings Dotmatics published in the last 12 months (32%). Counted by Alion from the job postings of Dotmatics, updated Nov 10, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 10, 2026
Technologies in use
123
Postings analysed
65
Open now
33
Modernity
78 /100
New in 6 months
8

What programming languages does Dotmatics use?

JavaScript is named in 23% of job postings at Dotmatics, followed by Python (22%), TypeScript (17%), Node JS (15%).

JavaScript 15 23% required in 27% · 4 open now · since Jul 2026
Python 14 22% required in 100% · 6 open now · since May 2026
TypeScript 11 17% required in 82% · 4 open now · since Jul 2026
Node JS 10 15% required in 100% · 3 open now · since Jul 2026
SQL 9 14% required in 100% · 2 open now · since May 2026
Java 6 9% required in 100% · since Jul 2026
C# 5 8% required in 60% · since Jul 2026
Bash 4 6% required in 100% · 2 open now · since Sep 2026
Show all (13)
Scala4
Ruby4
Go3
PowerShell3
PHP1

What frameworks and libraries does Dotmatics use?

React.js is named in 12% of job postings at Dotmatics, followed by Cypress (8%), Playwright (8%), Angular (6%).

React.js 8 12% required in 100% · 2 open now · since Aug 2026
Cypress 5 8% required in 100% · 2 open now · since Aug 2026
Playwright 5 8% required in 100% · 2 open now · since Aug 2026
Angular 4 6% required in 100% · 2 open now · since Jul 2026
Cucumber 3 5% required in 100% · since Aug 2026
Ruby on Rails 2 3% required in 100% · 1 open now · since Sep 2026
Vue.js 2 3% required in 100% · 1 open now · since Sep 2026
LangGraph 1 2% required in 100% · 1 open now · since Oct 2026
Show all (10)
RxJS1
LangChain1

What databases does Dotmatics use?

Snowflake is named in 11% of job postings at Dotmatics, followed by PostgreSQL (9%), MySQL (3%).

Snowflake 7 11% required in 100% · 3 open now · since May 2026
PostgreSQL 6 9% required in 100% · 2 open now · since Jul 2026
MySQL 2 3% required in 100% · 2 open now · since Nov 2026

What cloud and platforms does Dotmatics use?

AWS is named in 32% of job postings at Dotmatics, followed by Databricks (23%), GCP (22%), GitHub Actions (15%).

AWS 21 32% required in 100% · 9 open now · since Jun 2026
Databricks 15 23% required in 87% · 6 open now · since May 2026
GCP 14 22% required in 100% · 5 open now · since Jun 2026
GitHub Actions 10 15% required in 100% · 3 open now · since Jul 2026
Kubernetes 10 15% required in 100% · 3 open now · since Jul 2026
Apache Kafka 7 11% required in 100% · 1 open now · since Jul 2026
GitHub 7 11% required in 57% · 1 open now · since Jul 2026
Datadog 6 9% required in 100% · 2 open now · since Jun 2026
Show all (35)
Azure5
Linux5
Windows5
Amazon CloudWatch4
Looker4
Tableau4
Figma4
.NET3
AWS Lambda3
Amazon EC23
Amazon EKS3
Amazon S33
Spark3
Power BI3
Postman3
API Gateway2
AWS Bedrock2
Amazon ECS2
Amazon SageMaker2
Grafana2
Snyk2
SonarQube2
TeamCity2
Active Directory1
GitLab CI1
Microsoft Entra ID1
Okta1

What developer tools does Dotmatics use?

GraphPad Prism is named in 65% of job postings at Dotmatics, followed by LIMS (22%), Terraform (11%), Rest API (11%).

GraphPad Prism 42 65% required in 100% · 33 open now · since May 2026
LIMS 14 22% required in 86% · 11 open now · since Jul 2026
Terraform 7 11% required in 100% · 2 open now · since Jul 2026
Rest API 7 11% required in 71% · 2 open now · since Aug 2026
Git 7 11% required in 43% · since May 2026
Docker 5 8% required in 100% · since Jul 2026
Microsoft Excel 5 8% required in 100% · since May 2026
Claude Code 4 6% required in 100% · 2 open now · since Jul 2026
Show all (30)
dbt4
CloudFormation3
GraphQL3
Model Context Protocol3
k63
ArgoCD2
Checkov2
Chef2
Copilot2
Jenkins2
Kyverno2
Loki2
Octopus Deploy2
Prometheus2
Pulumi2
Puppet2
Trivy2
Vault2
Apache NiFi1
Cursor1
OPC UA1
OpenAI Codex1

What AI and ML technologies does Dotmatics use?

Claude is named in 6% of job postings at Dotmatics, followed by LLM (5%).

Claude 4 6% required in 100% · 3 open now · since May 2026
LLM 3 5% required in 100% · 3 open now · since Oct 2026

Which engineering practices does Dotmatics ask for?

CI/CD is named in 32% of job postings at Dotmatics, followed by Multimodal AI (11%), IAM (8%), FinOps (6%).

CI/CD 21 32% required in 95% · 6 open now · since May 2026
Multimodal AI 7 11% required in 100% · 2 open now · since Jul 2026
IAM 5 8% required in 100% · 3 open now · since Jun 2026
FinOps 4 6% required in 100% · since Jun 2026
AI Agents 3 5% required in 100% · 1 open now · since Jul 2026
DNS 3 5% required in 100% · 1 open now · since Aug 2026
21 CFR Part 11 2 3% required in 100% · 2 open now · since Oct 2026
Anomaly Detection 2 3% required in 100% · 2 open now · since Nov 2026
Show all (30)
CAPA2
Configuration Management2
EU AI Act2
GitOps2
ICH Guidelines2
ISO 420012
LLM Guardrails2
Mass Spectrometry2
NIST AI RMF2
Machine Learning2
A/B Testing1
Antibody Engineering1
Chromatography1
Context Engineering1
DHCP1
ETL/ELT1
Fine-tuning1
Function Calling1
RAG1
Reranking1
VPN1
Wi-Fi1

What does each Dotmatics team work with?

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

Backend

13 postings
Node JS9
AWS7
GitHub Actions7
Kubernetes7
Apache Kafka6
GCP6

Marketing

8 postings
GraphPad Prism8
LIMS5

Sales

7 postings
GraphPad Prism7
AWS4
Databricks4
GCP4
Azure2
LIMS2

Data Science

5 postings
Python5
AWS4
Databricks4
GCP4
Looker4
Microsoft Excel4

DevOps

4 postings
AWS4
Bash4
GraphPad Prism4
Linux4
Python4
.NET2

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How does your stack fit Dotmatics?

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How is the Dotmatics 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 BedrockNov 2026
Amazon ECSNov 2026
Amazon SageMakerNov 2026
Anomaly DetectionNov 2026
ArgoCDNov 2026
CheckovNov 2026
CopilotNov 2026
GitOpsNov 2026
Rising
GraphPad Prism20% → 81%
LIMS7% → 27%
React.js0% → 17%
Rest API0% → 15%
Azure0% → 10%
Cypress0% → 10%
Linux0% → 10%
Playwright0% → 10%
Falling
GCP47% → 15%
CI/CD53% → 25%
Amazon CloudWatch27% → 0%
FinOps27% → 0%
AWS53% → 27%
Databricks40% → 17%
Datadog27% → 4%
SQL27% → 6%

How modern is the Dotmatics stack?

Cutting-edge AI adopter 78/100

Dotmatics scores 78 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: 2; legacy ones: 0.

How common is the Dotmatics stack in its industry?

Share of the 139 companies in the same industries, whose stack Alion knows, that use each technology.

AWS44%
Databricks9%
JavaScript51%
GCP29%
Python67%
TypeScript42%
GitHub Actions16%
Kubernetes32%
Node JS19%
SQL44%

What sets Dotmatics apart

Ruby4%
Cucumber1%
Postman4%

Questions about the Dotmatics tech stack

What programming languages does Dotmatics use?

The languages named in Dotmatics job postings are JavaScript (23%), Python (22%), TypeScript (17%), Node JS (15%), SQL (14%), as a share of the 65 postings of the last 12 months.

Does Dotmatics use React.js?

Yes. React.js is named in 8 of 65 job postings (12%) and required in 8 of them.

What cloud and platforms does Dotmatics use?

The cloud and platforms named in Dotmatics job postings are AWS (21), Databricks (15), GCP (14) (postings in brackets).

What skills do you need for a Backend job at Dotmatics?

Backend postings at Dotmatics most often require Node JS (9), AWS (7), GitHub Actions (7), Kubernetes (7), out of 13 postings in the last 12 months.

Is the Dotmatics tech stack changing?

Yes. AWS Bedrock, Amazon ECS, Amazon SageMaker, Anomaly Detection first appeared in Dotmatics job postings in the last six months.

How modern is the Dotmatics tech stack?

Dotmatics scores 78 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: 2; legacy ones: 0.

How does Alion know the Dotmatics tech stack?

Alion reads every job posting Dotmatics publishes and tags the technologies each one names. The figures on this page count the 65 postings of the last 12 months and were updated on Nov 10, 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, "Dotmatics tech stack: 123 technologies from 65 job postings", as of Nov 10, 2026. https://alion.io/company/dotmatics/technologies

Licence: CC BY-SA 4.0JSON