Mactores tech stack

Mactores builds mostly with Python, Java, SQL, TypeScript. Its stack also includes AWS, Amazon CloudWatch, PostgreSQL, DynamoDB. AWS is named in 20 of the 21 job postings Mactores published in the last 12 months (95%). Counted by Alion from the job postings of Mactores, updated Sep 27, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 27, 2026
Technologies in use
96
Postings analysed
21
Open now
15
Modernity
86 /100
New in 6 months
8

What programming languages does Mactores use?

Python is named in 29% of job postings at Mactores, followed by Java (29%), SQL (24%), TypeScript (24%).

Python 6 29% required in 100% · 3 open now · since Feb 2021
Java 6 29% required in 50% · 5 open now · since Mar 2021
SQL 5 24% required in 100% · 5 open now · since Feb 2021
TypeScript 5 24% required in 100% · 2 open now · since Oct 2024
JavaScript 4 19% required in 75% · 2 open now · since Mar 2021
Go 1 5% optional · 1 open now · since Sep 2026

What frameworks and libraries does Mactores use?

Next.js is named in 19% of job postings at Mactores, followed by React.js (19%), FastAPI (14%), LangChain (14%).

Next.js 4 19% required in 100% · 2 open now · since May 2026
React.js 4 19% required in 100% · 2 open now · since May 2026
FastAPI 3 14% required in 100% · 1 open now · since Jun 2026
LangChain 3 14% required in 100% · since Oct 2024
Cypress 3 14% required in 33% · 1 open now · since May 2026
Playwright 3 14% required in 33% · 1 open now · since May 2026
Flask 2 10% required in 100% · 1 open now · since Jul 2026
Pytest 2 10% required in 100% · since Jun 2026
Show all (16)
Temporal2
AWS Strands Agents2
Astro1
Asyncio1
Django1
Hibernate1
CrewAI1
LangGraph1

What databases does Mactores use?

PostgreSQL is named in 24% of job postings at Mactores, followed by DynamoDB (24%), Oracle (19%), Amazon Aurora (14%).

PostgreSQL 5 24% required in 100% · 5 open now · since Aug 2023
DynamoDB 5 24% required in 60% · 2 open now · since Oct 2024
Oracle 4 19% required in 100% · 4 open now · since Aug 2023
Amazon Aurora 3 14% required in 100% · 3 open now · since Aug 2023
ElasticSearch 3 14% required in 67% · 1 open now · since May 2026
OpenSearch 3 14% required in 67% · 1 open now · since May 2026
Neo4j 2 10% required in 50% · since Jun 2026
Snowflake 2 10% required in 50% · 1 open now · since Feb 2021
Show all (11)
Db21
MS SQL1
Amazon Redshift1

What cloud and platforms does Mactores use?

AWS is named in 95% of job postings at Mactores, followed by Amazon CloudWatch (33%), Kubernetes (29%), Amazon S3 (24%).

AWS 20 95% required in 95% · 14 open now · since Feb 2021
Amazon CloudWatch 7 33% required in 86% · 6 open now · since Mar 2021
Kubernetes 6 29% required in 33% · 4 open now · since Mar 2021
Amazon S3 5 24% required in 60% · 3 open now · since Nov 2025
Amazon ECS 4 19% required in 100% · 3 open now · since Mar 2021
Amazon EKS 4 19% required in 100% · 3 open now · since Mar 2021
AWS Lambda 4 19% required in 75% · 3 open now · since Oct 2024
Azure 4 19% required in 50% · 3 open now · since Mar 2021
Show all (29)
GCP4
AWS Bedrock3
Anthropic3
GitHub3
Figma2
GitHub Actions2
OpenAI2
RabbitMQ2
Amazon EC22
Windows2
AWS Bedrock AgentCore1
AWS Fargate1
Apache Kafka1
Cloudflare1
Databricks1
ElevenLabs1
Linux1
Runway1
VMWare1
Wikipedia1
Amazon SageMaker1

What developer tools does Mactores use?

Terraform is named in 24% of job postings at Mactores, followed by Ansible (24%), CloudFormation (19%), Git (19%).

Terraform 5 24% required in 100% · 5 open now · since Mar 2021
Ansible 5 24% required in 60% · 4 open now · since Mar 2021
CloudFormation 4 19% required in 100% · 4 open now · since Mar 2021
Git 4 19% required in 75% · 2 open now · since Oct 2021
Chef 4 19% required in 50% · 3 open now · since Mar 2021
Docker 4 19% required in 50% · 2 open now · since Oct 2021
Flyway 3 14% required in 100% · 3 open now · since Jan 2026
Liquibase 3 14% required in 100% · 3 open now · since Jan 2026
Show all (19)
Puppet3
Canva2
Helm2
Adobe After Effects1
Copilot1
Lighthouse1
Rest API1
Vite1
WebSockets1
Webpack1
Jenkins1

What AI and ML technologies does Mactores use?

LLM is named in 14% of job postings at Mactores, followed by Claude (10%), Kling (5%).

LLM 3 14% required in 100% · 2 open now · since May 2026
Claude 2 10% required in 100% · 1 open now · since May 2023
Kling 1 5% required in 100% · 1 open now · 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 (19%), Configuration Management (19%).

AI Agents 10 48% required in 100% · 5 open now · since Oct 2024
CI/CD 10 48% required in 90% · 6 open now · since Mar 2021
IAM 4 19% required in 75% · 4 open now · since Nov 2025
Configuration Management 4 19% required in 50% · 3 open now · since Mar 2021
Knowledge Graph 2 10% required in 100% · 2 open now · since Oct 2024
Function Calling 1 5% required in 100% · since Oct 2024
Human-in-the-Loop 1 5% required in 100% · since Jun 2026
LLM Evaluation 1 5% required in 100% · since Oct 2024
Show all (12)
LLM Guardrails1
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
TypeScript4
AWS Bedrock3
DynamoDB3
Next.js3
Python3

Backend

3 postings
PostgreSQL3
AWS2
Amazon CloudWatch2
Oracle2
SQL2
Terraform2

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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
FastAPIJun 2026
GitHub ActionsJun 2026
HelmJun 2026
PytestJun 2026
TemporalJun 2026
Neo4jJun 2026
Next.jsMay 2026
Not named for 6 months
Amazon EC2Nov 2025

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 329 companies in the same industries, whose stack Alion knows, that use each technology.

AWS66%
Amazon CloudWatch18%
Java40%
Kubernetes54%
Python69%
Amazon S329%
DynamoDB15%
PostgreSQL36%
SQL67%
TypeScript38%

Questions about the Mactores tech stack

What programming languages does Mactores use?

The languages named in Mactores job postings are Python (29%), Java (29%), SQL (24%), TypeScript (24%), JavaScript (19%), as a share of the 21 postings of the last 12 months.

Does Mactores use Next.js?

Yes. Next.js is named in 4 of 21 job postings (19%) and required in 4 of them.

What cloud and platforms does Mactores use?

The cloud and platforms named in Mactores job postings are AWS (20), Amazon CloudWatch (7), Kubernetes (6) (postings in brackets).

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

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

Is the Mactores tech stack changing?

Yes. Flask, FastAPI, GitHub Actions, Helm 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 21 postings of the last 12 months and were updated on Sep 27, 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: 96 technologies from 21 job postings", as of Sep 27, 2026. https://alion.io/company/mactores/technologies

Licence: CC BY-SA 4.0JSON