Amplify tech stack
Amplify builds mostly with Python, SQL, JavaScript, Node JS. Its stack also includes AWS, Snowflake, Datadog, PyTorch. AWS is named in 5 of the 14 job postings Amplify published in the last 12 months (36%). Counted by Alion from the job postings of Amplify, updated Oct 1, 2026.
What programming languages does Amplify use?
Python is named in 29% of job postings at Amplify, followed by SQL (29%), JavaScript (21%), Node JS (14%).
What frameworks and libraries does Amplify use?
PyTorch is named in 21% of job postings at Amplify, followed by Scikit-learn (21%), XGBoost (21%), Jest (21%).
PyTorch
3 21%
Scikit-learn
3 21%
XGBoost
3 21%
Jest
3 21%
WebDriverIO
3 21%
Prophet
2 14%
React.js
2 14%
Show all (9)
What databases does Amplify use?
Snowflake is named in 36% of job postings at Amplify, followed by DynamoDB (14%), PostgreSQL (14%).
What cloud and platforms does Amplify use?
AWS is named in 36% of job postings at Amplify, followed by Datadog (21%), Amazon SageMaker (14%), Databricks (14%).
AWS
5 36%
Datadog
3 21%
Databricks
2 14%
Tableau
2 14%
Kubernetes
2 14%
Azure
1 7%
GCP
1 7%
Show all (13)
What developer tools does Amplify use?
Docker is named in 36% of job postings at Amplify, followed by Terraform (21%), Microsoft Excel (14%), Alteryx (7%).
Show all (9)
What AI and ML technologies does Amplify use?
Claude is named in 14% of job postings at Amplify.
Claude
2 14%
Which engineering practices does Amplify ask for?
Machine Learning is named in 29% of job postings at Amplify, followed by Time Series Forecasting (14%), LLM Guardrails (7%), SLI/SLO/SLA (7%).
Time Series Forecasting
2 14%
SLI/SLO/SLA
1 7%
Computer Vision
1 7%
Fine-tuning
1 7%
Speech Recognition
1 7%
What does each Amplify team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Data Science
3 postingsBackend
3 postingsHow does your stack fit Amplify?
How modern is the Amplify stack?
Amplify scores 77 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: 1; legacy ones: 0.
How common is the Amplify stack in its industry?
Share of the 846 companies in the same industries, whose stack Alion knows, that use each technology.
What sets Amplify apart
Companies with a stack like Amplify
Questions about the Amplify tech stack
What programming languages does Amplify use?
The languages named in Amplify job postings are Python (29%), SQL (29%), JavaScript (21%), Node JS (14%), TypeScript (14%), as a share of the 14 postings of the last 12 months.
Does Amplify use PyTorch?
Yes. PyTorch is named in 3 of 14 job postings (21%) and required in 2 of them.
What cloud and platforms does Amplify use?
The cloud and platforms named in Amplify job postings are AWS (5), Datadog (3), Amazon SageMaker (2) (postings in brackets).
What skills do you need for a Data Science job at Amplify?
Data Science postings at Amplify most often require Python (3), SQL (3), Prophet (2), PyTorch (2), out of 3 postings in the last 12 months.
Is the Amplify tech stack changing?
No new technology has appeared in Amplify job postings in the last six months.
How modern is the Amplify tech stack?
Amplify scores 77 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: 1; legacy ones: 0.
How does Alion know the Amplify tech stack?
Alion reads every job posting Amplify 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 1, 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, "Amplify tech stack: 50 technologies from 14 job postings", as of Oct 1, 2026. https://alion.io/company/amplify/technologies