Mactores
Cloud Consulting & Migration · Data Engineering & Migration Services

Mactores tech stack

Mactores builds mostly with Python, Java, SQL, TypeScript. Its stack also includes AWS, Kubernetes, PostgreSQL, Amazon Aurora. AWS is named in 25 of the 25 job postings Mactores published in the last 12 months (100%). Counted by Alion from the job postings of Mactores, updated Nov 11, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 11, 2026
Technologies in use
114
Postings analysed
25
Open now
15
Modernity
86 /100
New in 6 months
7

What programming languages does Mactores use?

Python is named in 28% of job postings at Mactores, followed by Java (28%), SQL (24%), TypeScript (20%).

Python 7 28% required in 100% · 3 open now · since Feb 2021
Java 7 28% required in 57% · 5 open now · since Mar 2021
SQL 6 24% required in 100% · 5 open now · since Feb 2021
TypeScript 5 20% required in 100% · 2 open now · since Oct 2024
JavaScript 4 16% required in 75% · 2 open now · since Mar 2021
Apex 2 8% optional · 2 open now · since Nov 2025
Kotlin 2 8% optional · 2 open now · since Nov 2025
Go 1 4% optional · 1 open now · since Sep 2026

What frameworks and libraries does Mactores use?

FastAPI is named in 16% of job postings at Mactores, followed by Next.js (16%), React.js (16%), LangChain (16%).

FastAPI 4 16% required in 100% · 1 open now · since Jun 2026
Next.js 4 16% required in 100% · 2 open now · since May 2026
React.js 4 16% required in 100% · 2 open now · since May 2026
LangChain 4 16% required in 75% · since Oct 2024
Flask 3 12% required in 100% · 1 open now · since Jul 2026
Pytest 3 12% required in 100% · since Jun 2026
Cypress 3 12% required in 33% · 1 open now · since May 2026
Playwright 3 12% required in 33% · 1 open now · since May 2026
Show all (23)
Hibernate2
JUnit2
Mockito2
OpenTelemetry2
Rest-Assured2
Spring Boot2
Spring Cloud2
Temporal2
Testcontainers2
AWS Strands Agents2
Astro1
Asyncio1
Django1
CrewAI1
LangGraph1

What databases does Mactores use?

PostgreSQL is named in 24% of job postings at Mactores, followed by Amazon Aurora (20%), Oracle (20%), DynamoDB (20%).

PostgreSQL 6 24% required in 100% · 5 open now · since Aug 2023
Amazon Aurora 5 20% required in 100% · 4 open now · since Aug 2023
Oracle 5 20% required in 100% · 4 open now · since Aug 2023
DynamoDB 5 20% required in 60% · 2 open now · since Oct 2024
ElasticSearch 4 16% required in 50% · 1 open now · since May 2026
OpenSearch 4 16% required in 50% · 1 open now · since May 2026
Neo4j 3 12% required in 33% · since Jun 2026
Snowflake 2 8% required in 50% · 1 open now · since Feb 2021
Show all (10)
MS SQL1
Amazon Redshift1

What cloud and platforms does Mactores use?

AWS is named in 100% of job postings at Mactores, followed by Kubernetes (36%), Amazon CloudWatch (28%), Amazon EKS (24%).

AWS 25 100% required in 96% · 15 open now · since Feb 2021
Kubernetes 9 36% required in 44% · 6 open now · since Mar 2021
Amazon CloudWatch 7 28% required in 86% · 5 open now · since Mar 2021
Amazon EKS 6 24% required in 100% · 5 open now · since Mar 2021
AWS Lambda 5 20% required in 60% · 3 open now · since Oct 2024
Amazon S3 5 20% required in 60% · 3 open now · since Nov 2025
AWS Bedrock 4 16% required in 100% · 1 open now · since Oct 2024
Amazon ECS 4 16% required in 100% · 3 open now · since Mar 2021
Show all (33)
Anthropic4
GitHub Actions4
Azure4
GCP4
Apache Kafka3
OpenAI3
GitHub3
Amazon EventBridge2
Dynatrace2
Figma2
MuleSoft2
Ping Identity2
RabbitMQ2
Amazon EC22
Windows2
AWS Bedrock AgentCore1
AWS Fargate1
Cloudflare1
Databricks1
ElevenLabs1
Linux1
Runway1
VMWare1
Wikipedia1
Amazon SageMaker1

What developer tools does Mactores use?

Terraform is named in 28% of job postings at Mactores, followed by Docker (28%), Flyway (20%), Liquibase (20%).

Terraform 7 28% required in 100% · 6 open now · since Mar 2021
Docker 7 28% required in 57% · 4 open now · since Oct 2021
Flyway 5 20% required in 100% · 4 open now · since Nov 2025
Liquibase 5 20% required in 100% · 4 open now · since Nov 2025
CloudFormation 4 16% required in 100% · 3 open now · since Mar 2021
Helm 4 16% required in 100% · 3 open now · since Nov 2025
Git 4 16% required in 75% · 2 open now · since Oct 2021
Chef 4 16% required in 50% · 3 open now · since Mar 2021
Show all (25)
Rest API3
Puppet3
Canva2
Claude Code2
Gatling2
Gradle2
JMeter2
Maven2
k62
Ansible2
Adobe After Effects1
Copilot1
Lighthouse1
Vite1
WebSockets1
Webpack1
Jenkins1

What AI and ML technologies does Mactores use?

LLM is named in 12% of job postings at Mactores, followed by Claude (8%), Kling (4%).

LLM 3 12% required in 100% · 2 open now · since May 2026
Claude 2 8% required in 100% · 1 open now · since May 2023
Kling 1 4% required in 100% · since Jul 2026

Which engineering practices does Mactores ask for?

AI Agents is named in 48% of job postings at Mactores, followed by CI/CD (48%), IAM (24%), Configuration Management (16%).

AI Agents 12 48% required in 100% · 5 open now · since Oct 2024
CI/CD 12 48% required in 92% · 7 open now · since Mar 2021
IAM 6 24% required in 83% · 5 open now · since Nov 2025
Configuration Management 4 16% required in 50% · 3 open now · since Mar 2021
Human-in-the-Loop 2 8% required in 100% · since Jun 2026
Knowledge Graph 2 8% required in 100% · 2 open now · since Oct 2024
Service Mesh 2 8% required in 100% · 2 open now · since Nov 2025
Function Calling 1 4% required in 100% · since Oct 2024
Show all (12)
LLM Evaluation1
Structured Outputs1
Embeddings1
RAG1

What does each Mactores team work with?

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

Product

6 postings
AWS6
AWS Bedrock4
Python4
FastAPI3
LangChain3
Pytest3

Backend

6 postings
AWS6
PostgreSQL5
Terraform5
Amazon Aurora4
Amazon CloudWatch4
Flyway4

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How is the Mactores 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
FlaskJul 2026
AnsibleJul 2026
FastAPIJun 2026
PytestJun 2026
Neo4jJun 2026
Human-in-the-LoopJun 2026
TemporalJun 2026
Not named for 6 months
Amazon EventBridgeJan 2026
Claude CodeJan 2026
DynatraceJan 2026
GatlingJan 2026
GradleJan 2026
HibernateJan 2026
JMeterJan 2026
JUnitJan 2026

How modern is the Mactores stack?

Cutting-edge AI adopter 86/100

Mactores scores 86 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: 3; legacy ones: 0.

How common is the Mactores stack in its industry?

Share of the 725 companies in the same industries, whose stack Alion knows, that use each technology.

AWS72%
Kubernetes53%
Amazon CloudWatch17%
Java38%
Python70%
Amazon EKS18%
PostgreSQL37%
SQL69%
AWS Lambda22%
Amazon Aurora8%

Questions about the Mactores tech stack

What programming languages does Mactores use?

The languages named in Mactores job postings are Python (28%), Java (28%), SQL (24%), TypeScript (20%), JavaScript (16%), as a share of the 25 postings of the last 12 months.

Does Mactores use FastAPI?

Yes. FastAPI is named in 4 of 25 job postings (16%) and required in 4 of them.

What cloud and platforms does Mactores use?

The cloud and platforms named in Mactores job postings are AWS (25), Kubernetes (9), Amazon CloudWatch (7) (postings in brackets).

What skills do you need for a Product job at Mactores?

Product postings at Mactores most often require AWS (6), AWS Bedrock (4), Python (4), FastAPI (3), out of 6 postings in the last 12 months.

Is the Mactores tech stack changing?

Yes. Flask, Ansible, FastAPI, Pytest first appeared in Mactores job postings in the last six months.

How modern is the Mactores tech stack?

Mactores scores 86 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: 3; legacy ones: 0.

How does Alion know the Mactores tech stack?

Alion reads every job posting Mactores publishes and tags the technologies each one names. The figures on this page count the 25 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, "Mactores tech stack: 114 technologies from 25 job postings", as of Nov 11, 2026. https://alion.io/company/mactores/technologies

Licence: CC BY-SA 4.0JSON