Acuityanalytics tech stack

Acuityanalytics builds mostly with Python, SQL, JavaScript, C#. Its stack also includes Azure, Azure DevOps, Azure SQL Database, Angular. Azure is named in 17 of the 19 job postings Acuityanalytics published in the last 12 months (89%). Counted by Alion from the job postings of Acuityanalytics, updated Oct 12, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 12, 2026
Technologies in use
90
Postings analysed
19
Open now
19
Modernity
81 /100

What programming languages does Acuityanalytics use?

Python is named in 47% of job postings at Acuityanalytics, followed by SQL (42%), JavaScript (26%), C# (16%).

Python 9 47% required in 67% · 9 open now · since Oct 2026
SQL 8 42% required in 100% · 8 open now · since Oct 2026
JavaScript 5 26% required in 20% · 5 open now · since Oct 2026
C# 3 16% required in 100% · 3 open now · since Oct 2026
TypeScript 3 16% required in 67% · 3 open now · since Oct 2026
PowerShell 2 11% required in 100% · 2 open now · since Oct 2026
Node JS 2 11% required in 50% · 2 open now · since Oct 2026
Java 1 5% required in 100% · 1 open now · since Oct 2026
Show all (10)
COBOL1
R1

What frameworks and libraries does Acuityanalytics use?

Angular is named in 16% of job postings at Acuityanalytics, followed by React.js (16%), Django (11%), FastAPI (11%).

Angular 3 16% required in 100% · 3 open now · since Oct 2026
React.js 3 16% required in 100% · 3 open now · since Oct 2026
Django 2 11% required in 50% · 2 open now · since Oct 2026
FastAPI 2 11% required in 50% · 2 open now · since Oct 2026
Flask 2 11% required in 50% · 2 open now · since Oct 2026
ASP.NET Core 1 5% required in 100% · 1 open now · since Oct 2026
Next.js 1 5% required in 100% · 1 open now · since Oct 2026
OpenTelemetry 1 5% required in 100% · 1 open now · since Oct 2026
Show all (10)
Shiny1
data.table1

What databases does Acuityanalytics use?

Azure SQL Database is named in 16% of job postings at Acuityanalytics, followed by Azure Cosmos DB (11%), PostgreSQL (11%), Neo4j (11%).

Azure SQL Database 3 16% required in 33% · 3 open now · since Oct 2026
Azure Cosmos DB 2 11% required in 50% · 2 open now · since Oct 2026
PostgreSQL 2 11% required in 50% · 2 open now · since Oct 2026
Neo4j 2 11% optional · 2 open now · since Oct 2026
Redis 2 11% optional · 2 open now · since Oct 2026
Snowflake 2 11% optional · 2 open now · since Oct 2026
Delta Lake 1 5% required in 100% · 1 open now · since Oct 2026
MS SQL 1 5% required in 100% · 1 open now · since Oct 2026

What cloud and platforms does Acuityanalytics use?

Azure is named in 89% of job postings at Acuityanalytics, followed by Azure DevOps (53%), Kubernetes (42%), Databricks (32%).

Azure 17 89% required in 94% · 17 open now · since Oct 2026
Azure DevOps 10 53% required in 80% · 10 open now · since Oct 2026
Kubernetes 8 42% required in 88% · 8 open now · since Oct 2026
Databricks 6 32% required in 100% · 6 open now · since Oct 2026
Microsoft Fabric 3 16% required in 100% · 3 open now · since Oct 2026
Spark 3 16% required in 67% · 3 open now · since Oct 2026
.NET 2 11% required in 100% · 2 open now · since Oct 2026
GitHub 2 11% required in 100% · 2 open now · since Oct 2026
Show all (27)
Azure AKS2
Datadog2
GCP2
Microsoft Entra ID2
GitHub Actions2
AWS1
Airflow1
Apache Kafka1
Grafana1
Linux1
Microsoft Defender for Cloud1
OpenAI1
SSAS1
Windows1
Google GKE1
MLFlow1
Microsoft Sentinel1
OpenShift1
Power BI1

What developer tools does Acuityanalytics use?

Terraform is named in 42% of job postings at Acuityanalytics, followed by Docker (37%), Bicep (26%), Azure Data Factory (16%).

Terraform 8 42% required in 75% · 8 open now · since Oct 2026
Docker 7 37% required in 71% · 7 open now · since Oct 2026
Bicep 5 26% required in 100% · 5 open now · since Oct 2026
Azure Data Factory 3 16% required in 100% · 3 open now · since Oct 2026
pySpark 3 16% required in 100% · 3 open now · since Oct 2026
SSIS 2 11% required in 50% · 2 open now · since Oct 2026
gRPC 2 11% required in 50% · 2 open now · since Oct 2026
Copilot 2 11% optional · 2 open now · since Oct 2026
Show all (14)
Rest API2
ArgoCD1
Git1
Lighthouse1
Terragrunt1
IBM MQ1

What AI and ML technologies does Acuityanalytics use?

LLM is named in 16% of job postings at Acuityanalytics, followed by Claude (11%).

LLM 3 16% required in 67% · 3 open now · since Oct 2026
Claude 2 11% optional · 2 open now · since Oct 2026

Which engineering practices does Acuityanalytics ask for?

CI/CD is named in 68% of job postings at Acuityanalytics, followed by ETL/ELT (26%), RAG (11%), Clean Architecture (5%).

CI/CD 13 68% required in 85% · 13 open now · since Oct 2026
ETL/ELT 5 26% required in 100% · 5 open now · since Oct 2026
RAG 2 11% required in 100% · 2 open now · since Oct 2026
Clean Architecture 1 5% required in 100% · 1 open now · since Oct 2026
Configuration Management 1 5% required in 100% · 1 open now · since Oct 2026
Context Engineering 1 5% required in 100% · 1 open now · since Oct 2026
Dimensional Modeling 1 5% required in 100% · 1 open now · since Oct 2026
EU AI Act 1 5% required in 100% · 1 open now · since Oct 2026
Show all (19)
Embeddings1
GitOps1
Incident Management1
LLM Guardrails1
Platform Engineering1
SLI/SLO/SLA1
A/B Testing1
FinOps1
LLMOps1
Machine Learning1
OCR1

What does each Acuityanalytics team work with?

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

Data Science

6 postings
SQL6
Azure5
Databricks5
Azure Data Factory3
Azure DevOps3
Microsoft Fabric3

DevOps

4 postings
Azure4
Kubernetes4
Python3
Terraform3
Bicep2
Docker2

Backend

3 postings
Azure2
C#2

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How modern is the Acuityanalytics stack?

Cutting-edge AI adopter 81/100

Acuityanalytics scores 81 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.

Questions about the Acuityanalytics tech stack

What programming languages does Acuityanalytics use?

The languages named in Acuityanalytics job postings are Python (47%), SQL (42%), JavaScript (26%), C# (16%), TypeScript (16%), as a share of the 19 postings of the last 12 months.

Does Acuityanalytics use Angular?

Yes. Angular is named in 3 of 19 job postings (16%) and required in 3 of them.

What cloud and platforms does Acuityanalytics use?

The cloud and platforms named in Acuityanalytics job postings are Azure (17), Azure DevOps (10), Kubernetes (8) (postings in brackets).

What skills do you need for a Data Science job at Acuityanalytics?

Data Science postings at Acuityanalytics most often require SQL (6), Azure (5), Databricks (5), Azure Data Factory (3), out of 6 postings in the last 12 months.

Is the Acuityanalytics tech stack changing?

No new technology has appeared in Acuityanalytics job postings in the last six months.

How modern is the Acuityanalytics tech stack?

Acuityanalytics scores 81 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 Acuityanalytics tech stack?

Alion reads every job posting Acuityanalytics 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 Oct 12, 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, "Acuityanalytics tech stack: 90 technologies from 19 job postings", as of Oct 12, 2026. https://alion.io/company/acuityanalytics/technologies

Licence: CC BY-SA 4.0JSON