Abound tech stack

Abound builds mostly with Python, SQL, Java, JavaScript. Its stack also includes AWS, GCP, PostgreSQL, MySQL. Python is named in 13 of the 17 job postings Abound published in the last 12 months (76%). Counted by Alion from the job postings of Abound, updated Sep 26, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 26, 2026
Technologies in use
66
Postings analysed
17
Open now
11
Modernity
83 /100
New in 6 months
1

What programming languages does Abound use?

Python is named in 76% of job postings at Abound, followed by SQL (24%), Java (24%), JavaScript (12%).

Python 13 76% required in 85% · 7 open now · since Apr 2026
SQL 4 24% required in 75% · 3 open now · since Apr 2026
Java 4 24% required in 25% · 3 open now · since Apr 2026
JavaScript 2 12% required in 50% · since Apr 2026
TypeScript 2 12% required in 50% · since Apr 2026

What frameworks and libraries does Abound use?

FastAPI is named in 24% of job postings at Abound, followed by OpenTelemetry (18%), SQLAlchemy (18%), Django (6%).

FastAPI 4 24% required in 50% · 2 open now · since Apr 2026
OpenTelemetry 3 18% optional · 2 open now · since Apr 2026
SQLAlchemy 3 18% optional · 2 open now · since Apr 2026
Django 1 6% required in 100% · 1 open now · since Sep 2026
Pydantic 1 6% required in 100% · 1 open now · since Sep 2026
React.js 1 6% required in 100% · since May 2026
Tailwind CSS 1 6% required in 100% · since May 2026
Angular 1 6% optional · since Apr 2026

What databases does Abound use?

PostgreSQL is named in 35% of job postings at Abound, followed by MySQL (24%), Amazon Aurora (12%).

PostgreSQL 6 35% required in 67% · 4 open now · since Apr 2026
MySQL 4 24% required in 50% · 2 open now · since Apr 2026
Amazon Aurora 2 12% optional · 2 open now · since Apr 2026

What cloud and platforms does Abound use?

AWS is named in 53% of job postings at Abound, followed by GCP (35%), Azure (24%), AWS Bedrock (12%).

AWS 9 53% required in 78% · 7 open now · since Apr 2026
GCP 6 35% required in 100% · 4 open now · since Apr 2026
Azure 4 24% required in 100% · 2 open now · since Apr 2026
AWS Bedrock 2 12% required in 100% · 1 open now · since May 2026
OpenAI 2 12% required in 100% · 1 open now · since May 2026
Vertex AI 2 12% required in 100% · 1 open now · since May 2026
GitLab 2 12% required in 50% · 2 open now · since Apr 2026
AWS Fargate 2 12% optional · 2 open now · since Apr 2026
Show all (16)
AWS Lambda2
Amazon ECS2
GitHub1
GitLab CI1
Microsoft Sentinel1
SIEM1
Spark1
Amazon S31

What developer tools does Abound use?

Docker is named in 18% of job postings at Abound, followed by Liquibase (18%), Claude Code (12%), Cursor (12%).

Docker 3 18% required in 33% · 2 open now · since Apr 2026
Liquibase 3 18% optional · 2 open now · since Apr 2026
Claude Code 2 12% required in 100% · 1 open now · since May 2026
Cursor 2 12% required in 100% · 1 open now · since May 2026
Git 2 12% required in 100% · 1 open now · since Apr 2026
GraphQL 2 12% required in 100% · 1 open now · since May 2026
OpenAI Codex 2 12% required in 100% · 1 open now · since May 2026
Uvicorn 2 12% optional · 1 open now · since Apr 2026
Show all (12)
AWS CDK1
AWS Glue1
Terraform1
Prometheus1

What AI and ML technologies does Abound use?

LLM is named in 18% of job postings at Abound, followed by Claude (6%).

LLM 3 18% required in 100% · 1 open now · since Apr 2026
Claude 1 6% required in 100% · since Jul 2026

Which engineering practices does Abound ask for?

Machine Learning is named in 29% of job postings at Abound, followed by Structured Outputs (24%), AI Agents (18%), Agentic Workflows (18%).

Machine Learning 5 29% required in 100% · 2 open now · since May 2026
Structured Outputs 4 24% required in 75% · 1 open now · since Apr 2026
AI Agents 3 18% required in 100% · 1 open now · since May 2026
Agentic Workflows 3 18% required in 100% · 1 open now · since May 2026
Embeddings 3 18% required in 100% · 1 open now · since May 2026
Prompt Engineering 3 18% required in 100% · 1 open now · since May 2026
RAG 3 18% required in 100% · 1 open now · since May 2026
CI/CD 2 12% required in 100% · 1 open now · since Apr 2026
Show all (20)
Function Calling2
Hallucination2
Human-in-the-Loop2
SLI/SLO/SLA2
Tool Use2
Clean Architecture1
ETL/ELT1
FinOps1
IAM1
Platform Engineering1
Shift-Left1
Incident Management1

What does each Abound team work with?

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

Backend

5 postings
Python5
PostgreSQL4
AWS3
GCP3
Azure2
FastAPI2

AI/ML

3 postings
Python3
AWS2
AWS Bedrock2
Azure2
Claude Code2
Cursor2

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How is the Abound 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/SLAAug 2026

How modern is the Abound stack?

Cutting-edge AI adopter 83/100

Abound scores 83 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 Abound stack in its industry?

Share of the 129 companies in the same industries, whose stack Alion knows, that use each technology.

Python70%
AWS46%
GCP28%
PostgreSQL42%
Azure26%
FastAPI8%
Java35%
MySQL27%
SQL78%
LLM30%

What sets Abound apart

OpenTelemetry4%
SQLAlchemy3%

Questions about the Abound tech stack

What programming languages does Abound use?

The languages named in Abound job postings are Python (76%), SQL (24%), Java (24%), JavaScript (12%), TypeScript (12%), as a share of the 17 postings of the last 12 months.

Does Abound use FastAPI?

Yes. FastAPI is named in 4 of 17 job postings (24%) and required in 2 of them.

What cloud and platforms does Abound use?

The cloud and platforms named in Abound job postings are AWS (9), GCP (6), Azure (4) (postings in brackets).

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

Backend postings at Abound most often require Python (5), PostgreSQL (4), AWS (3), GCP (3), out of 5 postings in the last 12 months.

Is the Abound tech stack changing?

Yes. SLI/SLO/SLA first appeared in Abound job postings in the last six months.

How modern is the Abound tech stack?

Abound scores 83 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 Abound tech stack?

Alion reads every job posting Abound publishes and tags the technologies each one names. The figures on this page count the 17 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, "Abound tech stack: 66 technologies from 17 job postings", as of Sep 26, 2026. https://alion.io/company/abound-4/technologies

Licence: CC BY-SA 4.0JSON