MacPaw tech stack

MacPaw builds mostly with Python, SQL, Go, JavaScript. Its stack also includes AWS, GCP, PostgreSQL, BigQuery. Python is named in 9 of the 25 job postings MacPaw published in the last 12 months (36%). Counted by Alion from the job postings of MacPaw, updated Sep 26, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 26, 2026
Technologies in use
113
Postings analysed
25
Open now
18
Modernity
85 /100
New in 6 months
8

What programming languages does MacPaw use?

Python is named in 36% of job postings at MacPaw, followed by SQL (28%), Go (16%), JavaScript (16%).

Python 9 36% required in 100% · 6 open now · since Jun 2026
SQL 7 28% required in 100% · 4 open now · since Jul 2026
Go 4 16% required in 100% · 2 open now · since Jul 2026
JavaScript 4 16% required in 75% · 2 open now · since Jul 2026
PHP 3 12% required in 100% · 1 open now · since Jul 2026
TypeScript 3 12% required in 100% · 2 open now · since Aug 2026
C++ 1 4% required in 100% · 1 open now · since Jun 2026

What frameworks and libraries does MacPaw use?

Doctrine is named in 8% of job postings at MacPaw, followed by Playwright (8%), Symfony (8%), Django (4%).

Doctrine 2 8% required in 100% · 1 open now · since Jul 2026
Playwright 2 8% required in 100% · 1 open now · since Sep 2026
Symfony 2 8% required in 100% · 1 open now · since Jul 2026
Django 1 4% required in 100% · 1 open now · since Sep 2026
FastAPI 1 4% required in 100% · 1 open now · since Sep 2026
Flink 1 4% required in 100% · since Jul 2026
Haystack 1 4% required in 100% · 1 open now · since Sep 2026
JAX 1 4% required in 100% · 1 open now · since Jun 2026
Show all (20)
LangChain1
LangGraph1
Laravel1
LlamaIndex1
MLX ML1
Next.js1
PyTorch1
PyTorch C++1
React.js1
Svelte1
TensorFlow1
TensorFlow C++1

What databases does MacPaw use?

PostgreSQL is named in 12% of job postings at MacPaw, followed by BigQuery (8%), Google BigQuery (8%), Redis (8%).

PostgreSQL 3 12% required in 100% · 2 open now · since Jul 2026
BigQuery 2 8% required in 100% · 1 open now · since Jul 2026
Google BigQuery 2 8% required in 100% · 1 open now · since Jul 2026
Redis 2 8% required in 100% · 1 open now · since Jul 2026
Amazon Redshift 1 4% required in 100% · since Jul 2026
Snowflake 1 4% required in 100% · since Jul 2026

What cloud and platforms does MacPaw use?

AWS is named in 16% of job postings at MacPaw, followed by GCP (16%), Kubernetes (16%), RabbitMQ (12%).

AWS 4 16% required in 100% · 2 open now · since Jul 2026
GCP 4 16% required in 100% · 3 open now · since Jul 2026
Kubernetes 4 16% required in 100% · 3 open now · since Jul 2026
RabbitMQ 3 12% required in 100% · 1 open now · since Jul 2026
Cloudflare 2 8% required in 100% · 1 open now · since Jul 2026
GitHub 2 8% required in 100% · since Jul 2026
GitHub Actions 2 8% required in 100% · 1 open now · since Sep 2026
Grafana 2 8% required in 100% · 1 open now · since Sep 2026
Show all (23)
Postman2
Looker2
Tableau2
Airflow1
Apache Kafka1
AppsFlyer SDK1
Figma1
Firebase1
Linux1
NixOS1
Okta1
Prisma Cloud1
Sysdig Secure1
Wiz1
Spark1

What developer tools does MacPaw use?

Git is named in 20% of job postings at MacPaw, followed by Copilot (16%), Docker (16%), Cursor (12%).

Git 5 20% required in 100% · 2 open now · since Jul 2026
Copilot 4 16% required in 100% · 3 open now · since Aug 2026
Docker 4 16% required in 100% · 2 open now · since Jul 2026
Cursor 3 12% required in 100% · 2 open now · since Aug 2026
Terraform 3 12% required in 100% · 2 open now · since Jul 2026
dbt 3 12% required in 100% · 2 open now · since Jul 2026
Claude Code 2 8% required in 100% · 1 open now · since Sep 2026
GraphQL 2 8% required in 100% · 1 open now · since Sep 2026
Show all (24)
Loki2
Microsoft Excel2
PHPUnit2
Adobe After Effects1
Adobe Photoshop1
Blender1
Cinema 4D1
Docker Compose1
Kyverno1
Model Context Protocol1
Rest API1
Vite1
Webpack1
npm1
pnpm1
pySpark1

What AI and ML technologies does MacPaw use?

LLM is named in 24% of job postings at MacPaw, followed by Claude (12%), ChatGPT (8%), LoRA (4%).

LLM 6 24% required in 100% · 3 open now · since Jun 2026
Claude 3 12% required in 100% · 1 open now · since Jul 2026
ChatGPT 2 8% required in 100% · 2 open now · since Aug 2026
LoRA 1 4% required in 100% · 1 open now · since Jun 2026
PEFT 1 4% optional · 1 open now · since Jun 2026

Which engineering practices does MacPaw ask for?

CI/CD is named in 40% of job postings at MacPaw, followed by AI Agents (32%), A/B Testing (16%), ETL/ELT (8%).

CI/CD 10 40% required in 100% · 6 open now · since Jul 2026
AI Agents 8 32% required in 100% · 4 open now · since Jul 2026
A/B Testing 4 16% required in 100% · 3 open now · since May 2026
ETL/ELT 2 8% required in 100% · 1 open now · since Jul 2026
Progressive Delivery 2 8% required in 100% · 1 open now · since Sep 2026
SLI/SLO/SLA 2 8% required in 100% · 2 open now · since Jul 2026
Dimensional Modeling 1 4% required in 100% · since Jul 2026
EU AI Act 1 4% required in 100% · 1 open now · since Aug 2026
Show all (28)
Edge AI1
Fine-tuning1
Function Calling1
Human-in-the-Loop1
IAM1
Incident Management1
KV Cache1
Knowledge Distillation1
Machine Learning1
Mixture of Experts1
Model Distillation1
NIST AI RMF1
NLP1
PWA1
Prompt Engineering1
Quantization1
Recommender Systems1
Speculative Decoding1
Tool Use1
Trunk-Based Development1

What does each MacPaw team work with?

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

DevOps

3 postings
Python3
Go2

Backend

3 postings
AWS3
GCP3
Docker2
Doctrine2
Go2
Kubernetes2

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How is the MacPaw 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
Progressive DeliverySep 2026
Claude CodeSep 2026
GitHub ActionsSep 2026
GrafanaSep 2026
GraphQLSep 2026
LokiSep 2026
PlaywrightSep 2026
PostmanSep 2026

How modern is the MacPaw stack?

Cutting-edge AI adopter 85/100

MacPaw scores 85 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: 5; legacy ones: 0.

How common is the MacPaw stack in its industry?

Share of the 33 companies in the same industries, whose stack Alion knows, that use each technology.

Python61%
SQL58%
LLM42%
AWS58%
GCP42%
Go36%
JavaScript58%
Kubernetes55%
Claude52%
PHP15%

Questions about the MacPaw tech stack

What programming languages does MacPaw use?

The languages named in MacPaw job postings are Python (36%), SQL (28%), Go (16%), JavaScript (16%), PHP (12%), as a share of the 25 postings of the last 12 months.

Does MacPaw use Doctrine?

Yes. Doctrine is named in 2 of 25 job postings (8%) and required in 2 of them.

What cloud and platforms does MacPaw use?

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

What skills do you need for a DevOps job at MacPaw?

DevOps postings at MacPaw most often require Python (3), Go (2), out of 3 postings in the last 12 months.

Is the MacPaw tech stack changing?

Yes. Progressive Delivery, Claude Code, GitHub Actions, Grafana first appeared in MacPaw job postings in the last six months.

How modern is the MacPaw tech stack?

MacPaw scores 85 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: 5; legacy ones: 0.

How does Alion know the MacPaw tech stack?

Alion reads every job posting MacPaw 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 Sep 26, 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, "MacPaw tech stack: 113 technologies from 25 job postings", as of Sep 26, 2026. https://alion.io/company/macpaw/technologies

Licence: CC BY-SA 4.0JSON