Upside tech stack

Upside builds mostly with Python, SQL, Ruby, TypeScript. Its stack also includes AWS, Snowflake, PostgreSQL, Looker. Python is named in 17 of the 19 job postings Upside published in the last 12 months (89%). Counted by Alion from the job postings of Upside, updated Sep 26, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 26, 2026
Technologies in use
60
Postings analysed
19
Open now
9
Modernity
91 /100
New in 6 months
8

What programming languages does Upside use?

Python is named in 89% of job postings at Upside, followed by SQL (58%), Ruby (21%), TypeScript (21%).

Python 17 89% required in 94% · 8 open now · since Mar 2026
SQL 11 58% required in 91% · 6 open now · since Mar 2026
Ruby 4 21% required in 100% · since Jul 2026
TypeScript 4 21% required in 100% · 2 open now · since Jun 2026
JavaScript 4 21% required in 75% · 1 open now · since Jun 2026
Java 2 11% required in 100% · since Jul 2026
Kotlin 2 11% optional · since Jul 2026

What frameworks and libraries does Upside use?

React.js is named in 21% of job postings at Upside, followed by Dagster (16%), Kotlin Multiplatform (11%), NumPy (5%).

React.js 4 21% required in 50% · 1 open now · since Jun 2026
Dagster 3 16% required in 67% · 2 open now · since May 2026
Kotlin Multiplatform 2 11% required in 100% · since Jul 2026
NumPy 1 5% required in 100% · 1 open now · since Aug 2026
Pandas 1 5% required in 100% · 1 open now · since Aug 2026
Vue.js 1 5% required in 100% · since Jul 2026
FastAPI 1 5% optional · 1 open now · since Jun 2026
Next.js 1 5% optional · 1 open now · since Jun 2026

What databases does Upside use?

Snowflake is named in 58% of job postings at Upside, followed by PostgreSQL (26%), DynamoDB (21%), MySQL (11%).

Snowflake 11 58% required in 55% · 6 open now · since May 2026
PostgreSQL 5 26% required in 60% · 1 open now · since Jun 2026
DynamoDB 4 21% required in 25% · 1 open now · since Jul 2026
MySQL 2 11% optional · since Jul 2026

What cloud and platforms does Upside use?

AWS is named in 63% of job postings at Upside, followed by Looker (21%), AWS Lambda (21%), GitHub (21%).

AWS 12 63% required in 75% · 3 open now · since Jul 2026
Looker 4 21% required in 100% · 4 open now · since Mar 2026
AWS Lambda 4 21% required in 50% · 1 open now · since Jul 2026
GitHub 4 21% required in 25% · 1 open now · since Jul 2026
GitHub Actions 4 21% required in 25% · 1 open now · since Jul 2026
Kubernetes 3 16% required in 67% · since Jul 2026
OpenAI 3 16% required in 67% · 1 open now · since Jun 2026
API Gateway 3 16% optional · 1 open now · since Jul 2026
Show all (19)
Tableau2
Amazon CloudWatch2
Amazon EventBridge2
Amazon S32
Databricks1
Figma1
GCP1
Runway1
Supabase1
Vercel1
AWS Bedrock1

What developer tools does Upside use?

Cursor is named in 21% of job postings at Upside, followed by Docker (21%), dbt (21%), Terraform (21%).

Cursor 4 21% required in 75% · since Jul 2026
Docker 4 21% required in 75% · since Jul 2026
dbt 4 21% required in 75% · 3 open now · since May 2026
Terraform 4 21% required in 25% · 1 open now · since Jul 2026
Copilot 3 16% required in 33% · 2 open now · since Jun 2026
Rest API 2 11% required in 100% · since Jul 2026
Git 1 5% required in 100% · since Jul 2026
Claude Code 1 5% optional · 1 open now · since Jul 2026

What AI and ML technologies does Upside use?

Claude is named in 47% of job postings at Upside, followed by LLM (16%), ChatGPT (5%).

Claude 9 47% required in 78% · 3 open now · since Jul 2026
LLM 3 16% required in 100% · since Jul 2026
ChatGPT 1 5% required in 100% · since Jul 2026

Which engineering practices does Upside ask for?

CI/CD is named in 37% of job postings at Upside, followed by AI Agents (32%), Prompt Engineering (16%), Clean Architecture (11%).

CI/CD 7 37% required in 57% · 2 open now · since May 2026
AI Agents 6 32% required in 100% · 1 open now · since May 2026
Prompt Engineering 3 16% required in 33% · 1 open now · since Jun 2026
Clean Architecture 2 11% required in 100% · since Jul 2026
FinOps 2 11% required in 100% · since May 2026
MVI 2 11% required in 100% · since Jul 2026
IAM 2 11% required in 50% · 1 open now · since Jul 2026
RAG 2 11% optional · 2 open now · since Jun 2026
Show all (11)
A/B Testing1
Agentic Workflows1
Machine Learning1

What does each Upside team work with?

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

Backend

6 postings
Python5
Claude4
Ruby4
AWS3
Cursor3
Docker3

Analytics

5 postings
Python5
SQL5
Looker4
Snowflake3
AWS2
Tableau2

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How much does Upside pay by technology?

Median stated pay of the postings that name each technology, against the median of all Upside postings with stated pay: $180k across 19 postings.

TechnologyPostings with payMedianvs company median
Python17$180k0%
AWS12$170k−6%
Snowflake11$220k+22%
SQL11$175k−3%
Claude9$150k−17%
PostgreSQL5$83k−54%

How is the Upside 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
Clean ArchitectureJul 2026
JavaJul 2026
Kotlin MultiplatformJul 2026
MVIJul 2026
Rest APIJul 2026
KotlinJul 2026
Amazon CloudWatchJul 2026
Amazon EventBridgeJul 2026

How modern is the Upside stack?

Cutting-edge AI adopter 91/100

Upside scores 91 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 Upside stack in its industry?

Share of the 1,524 companies in the same industries, whose stack Alion knows, that use each technology.

Python63%
AWS52%
SQL60%
Snowflake19%
Claude28%
PostgreSQL46%
AWS Lambda14%
DynamoDB8%
GitHub30%
GitHub Actions23%

What sets Upside apart

Dagster4%

Questions about the Upside tech stack

What programming languages does Upside use?

The languages named in Upside job postings are Python (89%), SQL (58%), Ruby (21%), TypeScript (21%), JavaScript (21%), as a share of the 19 postings of the last 12 months.

Does Upside use React.js?

Yes. React.js is named in 4 of 19 job postings (21%) and required in 2 of them.

What cloud and platforms does Upside use?

The cloud and platforms named in Upside job postings are AWS (12), Looker (4), AWS Lambda (4) (postings in brackets).

What skills do you need for a Backend job at Upside?

Backend postings at Upside most often require Python (5), Claude (4), Ruby (4), AWS (3), out of 6 postings in the last 12 months.

Is the Upside tech stack changing?

Yes. Clean Architecture, Java, Kotlin Multiplatform, MVI first appeared in Upside job postings in the last six months.

How modern is the Upside tech stack?

Upside scores 91 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 Upside tech stack?

Alion reads every job posting Upside publishes and tags the technologies each one names. The figures on this page count the 19 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, "Upside tech stack: 60 technologies from 19 job postings", as of Sep 26, 2026. https://alion.io/company/upside/technologies

Licence: CC BY-SA 4.0JSON