SimplePractice tech stack

SimplePractice builds mostly with Python, SQL, JavaScript, Ruby. Its stack also includes AWS, Linux, Ruby on Rails, Amazon Redshift. Python is named in 6 of the 14 job postings SimplePractice published in the last 12 months (43%). Counted by Alion from the job postings of SimplePractice, updated Oct 15, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 15, 2026
Technologies in use
52
Postings analysed
14
Open now
14
Modernity
85 /100
New in 6 months
8

What programming languages does SimplePractice use?

Python is named in 43% of job postings at SimplePractice, followed by SQL (43%), JavaScript (21%), Ruby (21%).

Python 6 43% required in 17% · 6 open now · since Jul 2025
SQL 6 43% required in 17% · 6 open now · since Jul 2025
JavaScript 3 21% optional · 3 open now · since Oct 2026
Ruby 3 21% optional · 3 open now · since Aug 2026
TypeScript 1 7% optional · 1 open now · since Sep 2026

What frameworks and libraries does SimplePractice use?

Ruby on Rails is named in 21% of job postings at SimplePractice, followed by Ember.js (14%), React.js (14%), Metaflow (7%).

Ruby on Rails 3 21% required in 67% · 3 open now · since Aug 2026
Ember.js 2 14% optional · 2 open now · since Oct 2026
React.js 2 14% optional · 2 open now · since Oct 2026
Metaflow 1 7% optional · 1 open now · since Aug 2026

What databases does SimplePractice use?

Amazon Redshift is named in 14% of job postings at SimplePractice, followed by MySQL (14%), PostgreSQL (14%), Redis (14%).

Amazon Redshift 2 14% optional · 2 open now · since Jul 2025
MySQL 2 14% optional · 2 open now · since Oct 2026
PostgreSQL 2 14% optional · 2 open now · since Oct 2026
Redis 2 14% optional · 2 open now · since Oct 2026
Snowflake 2 14% optional · 2 open now · since Jul 2025

What cloud and platforms does SimplePractice use?

AWS is named in 36% of job postings at SimplePractice, followed by Linux (29%), Kubernetes (21%), Apache Kafka (21%).

AWS 5 36% required in 40% · 5 open now · since Jul 2025
Linux 4 29% optional · 4 open now · since Jul 2025
Kubernetes 3 21% required in 33% · 3 open now · since Jul 2025
Apache Kafka 3 21% optional · 3 open now · since Jul 2025
Figma 3 21% optional · 3 open now · since Jul 2026
Looker 3 21% optional · 3 open now · since Jul 2025
Tableau 3 21% optional · 3 open now · since Jul 2025
Amazon Kinesis 2 14% optional · 2 open now · since Jul 2025
Show all (18)
Amazon S32
GitHub2
Prefect2
Sisense2
Unix2
Amazon SageMaker1
Kubeflow1
MLFlow1
Power BI1
Spark1

What developer tools does SimplePractice use?

Docker is named in 36% of job postings at SimplePractice, followed by Terraform (36%), Ansible (14%), Fivetran (14%).

Docker 5 36% required in 20% · 5 open now · since Jul 2025
Terraform 5 36% required in 20% · 5 open now · since Jul 2025
Ansible 2 14% optional · 2 open now · since Oct 2026
Fivetran 2 14% optional · 2 open now · since Jul 2025
Git 2 14% optional · 2 open now · since Aug 2026
Nginx 2 14% optional · 2 open now · since Oct 2026
Claude Code 1 7% optional · 1 open now · since Oct 2026
Cursor 1 7% optional · 1 open now · since Oct 2026
Show all (10)
OpenAI Codex1
dbt1

What AI and ML technologies does SimplePractice use?

LLM is named in 14% of job postings at SimplePractice, followed by ChatGPT (7%).

LLM 2 14% optional · 2 open now · since Aug 2026
ChatGPT 1 7% required in 100% · 1 open now · since Oct 2026

Which engineering practices does SimplePractice ask for?

AI Agents is named in 36% of job postings at SimplePractice, followed by ETL/ELT (21%), SLI/SLO/SLA (14%), CI/CD (14%).

AI Agents 5 36% required in 20% · 5 open now · since Oct 2026
ETL/ELT 3 21% optional · 3 open now · since Jul 2025
SLI/SLO/SLA 2 14% required in 100% · 2 open now · since Oct 2026
CI/CD 2 14% required in 50% · 2 open now · since Aug 2026
Machine Learning 2 14% required in 50% · 2 open now · since Aug 2026
Dimensional Modeling 2 14% optional · 2 open now · since Jul 2025
LLMOps 1 7% optional · 1 open now · since Aug 2026
RAG 1 7% optional · 1 open now · since Sep 2026

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How is the SimplePractice 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
SLI/SLO/SLAOct 2026
AI AgentsOct 2026
JavaScriptOct 2026
AnsibleOct 2026
Ember.jsOct 2026
GitHubOct 2026
MySQLOct 2026
NginxOct 2026

How modern is the SimplePractice stack?

Cutting-edge AI adopter 85/100

SimplePractice 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: 2; legacy ones: 0.

How common is the SimplePractice stack in its industry?

Share of the 281 companies in the same industries, whose stack Alion knows, that use each technology.

Python49%
SQL58%
AWS45%
Linux27%
Apache Kafka16%
Figma21%
JavaScript57%
Kubernetes36%
Looker10%
Ruby11%

Questions about the SimplePractice tech stack

What programming languages does SimplePractice use?

The languages named in SimplePractice job postings are Python (43%), SQL (43%), JavaScript (21%), Ruby (21%), TypeScript (7%), as a share of the 14 postings of the last 12 months.

Does SimplePractice use Ruby on Rails?

Yes. Ruby on Rails is named in 3 of 14 job postings (21%) and required in 2 of them.

What cloud and platforms does SimplePractice use?

The cloud and platforms named in SimplePractice job postings are AWS (5), Linux (4), Kubernetes (3) (postings in brackets).

Is the SimplePractice tech stack changing?

Yes. SLI/SLO/SLA, AI Agents, JavaScript, Ansible first appeared in SimplePractice job postings in the last six months.

How modern is the SimplePractice tech stack?

SimplePractice 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: 2; legacy ones: 0.

How does Alion know the SimplePractice tech stack?

Alion reads every job posting SimplePractice publishes and tags the technologies each one names. The figures on this page count the 14 postings of the last 12 months and were updated on Oct 15, 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, "SimplePractice tech stack: 52 technologies from 14 job postings", as of Oct 15, 2026. https://alion.io/company/simplepractice-2/technologies

Licence: CC BY-SA 4.0JSON