AECOM tech stack

AECOM builds mostly with Python, SQL, MATLAB, SAS. Its stack also includes Power BI, Supervision, Azure, Oracle. Python is named in 107 of the 1,273 job postings AECOM published in the last 12 months (8%). Counted by Alion from the job postings of AECOM, updated Sep 27, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 27, 2026
Technologies in use
127
Postings analysed
1,273
Open now
802
Modernity
71 /100
New in 6 months
8

What programming languages does AECOM use?

Python is named in 8% of job postings at AECOM, followed by SQL (4%), MATLAB (2%), SAS (1%).

Python 107 8% required in 58% · 57 open now · since Feb 2026
SQL 55 4% required in 65% · 24 open now · since Feb 2026
MATLAB 21 2% required in 95% · 7 open now · since Apr 2026
SAS 16 1% required in 6% · 9 open now · since Apr 2026
C# 15 1% required in 53% · 10 open now · since Apr 2026
JavaScript 12 1% required in 33% · 4 open now · since Jul 2026
Ruby 9 1% required in 100% · 2 open now · since Jun 2026
Scala 8 1% required in 88% · 5 open now · since Jun 2026
Show all (15)
Java5
PowerShell5
PHP4
Visual Basic4
TypeScript3
C++3
Prolog1

What frameworks and libraries does AECOM use?

Supervision is named in 5% of job postings at AECOM, followed by PyTorch (<1%), Scikit-learn (<1%), TensorFlow (<1%).

Supervision 61 5% required in 100% · 37 open now · since Feb 2026
PyTorch 6 <1% required in 100% · 1 open now · since Aug 2026
Scikit-learn 6 <1% required in 100% · 1 open now · since Aug 2026
TensorFlow 6 <1% required in 100% · 1 open now · since Aug 2026
Django 5 <1% required in 100% · 2 open now · since Aug 2026
FastAPI 5 <1% required in 100% · 2 open now · since Aug 2026
Flask 5 <1% required in 100% · 2 open now · since Aug 2026
Capacitor 3 <1% required in 100% · 1 open now · since Jul 2026
Show all (17)
React.js2
Svelte2
SvelteKit2
CUDA2
Dagster1
Hadoop1
GDAL1
OpenTelemetry1
PostGIS1

What databases does AECOM use?

Oracle is named in 1% of job postings at AECOM, followed by MS SQL (<1%), Amazon Redshift (<1%), BigQuery (<1%).

Oracle 7 1% required in 71% · 5 open now · since Jun 2026
MS SQL 3 <1% required in 33% · 3 open now · since May 2026
Amazon Redshift 1 <1% required in 100% · 1 open now · since Jun 2026
BigQuery 1 <1% required in 100% · 1 open now · since Jun 2026
Google BigQuery 1 <1% required in 100% · 1 open now · since Jun 2026
Snowflake 1 <1% required in 100% · 1 open now · since Jun 2026
PostgreSQL 1 <1% optional · since Sep 2026

What cloud and platforms does AECOM use?

Power BI is named in 7% of job postings at AECOM, followed by Azure (2%), Windows (1%), AWS (1%).

Power BI 85 7% required in 68% · 49 open now · since Feb 2026
Azure 27 2% required in 63% · 13 open now · since May 2026
Windows 15 1% required in 47% · 11 open now · since Aug 2026
AWS 12 1% required in 75% · 8 open now · since May 2026
Tableau 8 1% required in 88% · 4 open now · since Apr 2026
GCP 7 1% required in 57% · 4 open now · since Jun 2026
Grafana 7 1% optional · 4 open now · since Aug 2026
GitHub Actions 6 <1% required in 83% · 2 open now · since Aug 2026
Show all (30)
Looker5
Figma5
MLFlow5
Airflow3
CUDA Toolkit3
Kubernetes3
Azure DevOps2
Crowdstrike2
GitLab CI2
Prisma Cloud2
Qualys Cloud Platform2
Cognos2
SIEM2
Weights & Biases2
.NET1
Apache Kafka1
GitHub1
Microsoft Fabric1
Prefect1
Spark1
VMWare1
Datadog1

What developer tools does AECOM use?

AutoCAD is named in 65% of job postings at AECOM, followed by Microsoft Excel (8%), QGIS (4%), Adobe Photoshop (3%).

AutoCAD 833 65% required in 64% · 551 open now · since May 2025
Microsoft Excel 96 8% required in 53% · 63 open now · since Mar 2026
QGIS 45 4% required in 84% · 26 open now · since Feb 2026
Adobe Photoshop 33 3% required in 88% · 14 open now · since Mar 2026
Docker 10 1% required in 80% · 3 open now · since Jun 2026
Rest API 9 1% required in 56% · 5 open now · since Jul 2026
Terraform 8 1% required in 13% · 6 open now · since Jun 2026
SolidWorks 7 1% required in 100% · 6 open now · since May 2026
Show all (28)
Prometheus7
Adobe After Effects5
WordPress4
ModSecurity3
Sketch3
Informatica3
Azure Data Factory2
CAPA2
Git2
Jenkins2
Vite2
Adobe Illustrator2
Adobe Premiere Pro2
Model Context Protocol2
Adobe InDesign1
Alteryx1
Chef1
Lighthouse1
Simulink1
CloudFormation1

What AI and ML technologies does AECOM use?

LLM is named in <1% of job postings at AECOM.

LLM 6 <1% required in 50% · 5 open now · since Aug 2026

Which engineering practices does AECOM ask for?

SLI/SLO/SLA is named in 3% of job postings at AECOM, followed by Multimodal AI (2%), Machine Learning (2%), Incident Management (1%).

SLI/SLO/SLA 34 3% required in 97% · 22 open now · since Jan 2026
Multimodal AI 28 2% required in 96% · 17 open now · since Nov 2025
Machine Learning 24 2% required in 75% · 12 open now · since Jun 2026
Incident Management 17 1% required in 82% · 11 open now · since Feb 2026
CI/CD 16 1% required in 100% · 7 open now · since Aug 2026
Digital Twin 16 1% required in 100% · 10 open now · since Apr 2026
ETL/ELT 14 1% required in 93% · 8 open now · since Jun 2026
Red Teaming 6 <1% required in 100% · since Aug 2026
Show all (29)
Time Series Forecasting6
NER5
Platform Engineering5
Anomaly Detection4
RAG4
Reinforcement Learning4
A/B Testing3
Data Vault3
IAM3
Modularization3
AI Agents2
Context Engineering2
Dimensional Modeling2
Prompt Engineering2
BGP2
MPLS2
OSPF2
FinOps1
Structured Outputs1
Wi-Fi1
World Models1

What does each AECOM team work with?

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

Industrial Engineering

696 postings
AutoCAD359
Supervision33
QGIS26
Microsoft Excel22
Python18
MATLAB14

Field & Service

106 postings
AutoCAD67
Adobe Photoshop14
Supervision6
Windows5
Python4
QGIS4

Management

94 postings
AutoCAD13
Supervision11
Adobe Photoshop6
MATLAB5
Azure DevOps2
Git2

Hardware

58 postings
AutoCAD37
Supervision4

Finance

44 postings
Microsoft Excel17
Oracle3

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How much does AECOM pay by technology?

Median stated pay of the postings that name each technology, against the median of all AECOM postings with stated pay: $115k across 644 postings.

TechnologyPostings with payMedianvs company median
Power BI28$101k−12%
Python25$105k−9%
SQL17$102k−11%
MATLAB16$180k+57%
Supervision16$178k+54%
Windows11$56k−51%
JavaScript5$80k−30%

How is the AECOM 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
CognosSep 2026
Azure DevOpsSep 2026
GitSep 2026
GitLab CISep 2026
JenkinsSep 2026
Visual BasicSep 2026
Azure Data FactorySep 2026
Dimensional ModelingSep 2026
Falling
MATLAB8% → 1%

How modern is the AECOM stack?

Modern AI adopter 71/100

AECOM scores 71 out of 100 (Modern). 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: 1.

How common is the AECOM stack in its industry?

Share of the 4,500 companies in the same industries, whose stack Alion knows, that use each technology.

Python38%
Power BI20%
Supervision2%
SQL36%
Azure25%
MATLAB4%
SAS2%
C#14%
Windows19%
AWS27%

What sets AECOM apart

Supervision2%
MATLAB4%
SAS2%
Ruby4%
Scala3%
Flask3%
MLFlow4%
Visual Basic2%
Airflow3%
CUDA Toolkit1%

Questions about the AECOM tech stack

What programming languages does AECOM use?

The languages named in AECOM job postings are Python (8%), SQL (4%), MATLAB (2%), SAS (1%), C# (1%), as a share of the 1,273 postings of the last 12 months.

Does AECOM use Supervision?

Yes. Supervision is named in 61 of 1,273 job postings (5%) and required in 61 of them.

What cloud and platforms does AECOM use?

The cloud and platforms named in AECOM job postings are Power BI (85), Azure (27), Windows (15) (postings in brackets).

What skills do you need for a Industrial Engineering job at AECOM?

Industrial Engineering postings at AECOM most often require AutoCAD (359), Supervision (33), QGIS (26), Microsoft Excel (22), out of 696 postings in the last 12 months.

Is the AECOM tech stack changing?

Yes. Cognos, Azure DevOps, Git, GitLab CI first appeared in AECOM job postings in the last six months.

How modern is the AECOM tech stack?

AECOM scores 71 out of 100 (Modern). 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: 1.

How does Alion know the AECOM tech stack?

Alion reads every job posting AECOM publishes and tags the technologies each one names. The figures on this page count the 1,273 postings of the last 12 months and were updated on Sep 27, 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, "AECOM tech stack: 127 technologies from 1,273 job postings", as of Sep 27, 2026. https://alion.io/company/aecom/technologies

Licence: CC BY-SA 4.0JSON