GHD tech stack

GHD builds mostly with Python, SQL, C#, Fortran. Its stack also includes Azure, Power BI, Matplotlib, Seaborn. Python is named in 8 of the 93 job postings GHD published in the last 12 months (9%). Counted by Alion from the job postings of GHD, updated Sep 28, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 28, 2026
Technologies in use
46
Postings analysed
93
Open now
93
Modernity
75 /100
New in 6 months
8

What programming languages does GHD use?

Python is named in 9% of job postings at GHD, followed by SQL (3%), C# (1%), Fortran (1%).

Python 8 9% required in 100% · 8 open now · since Oct 2025
SQL 3 3% required in 100% · 3 open now · since Oct 2025
C# 1 1% required in 100% · 1 open now · since Sep 2026
Fortran 1 1% required in 100% · 1 open now · since Sep 2026
MATLAB 1 1% required in 100% · 1 open now · since Sep 2026
Node JS 1 1% required in 100% · 1 open now · since Aug 2026
JavaScript 1 1% optional · 1 open now · since Aug 2026

What frameworks and libraries does GHD use?

Matplotlib is named in 2% of job postings at GHD, followed by Seaborn (2%).

Matplotlib 2 2% required in 100% · 2 open now · since Oct 2025
Seaborn 2 2% required in 100% · 2 open now · since Oct 2025

What databases does GHD use?

Snowflake is named in 1% of job postings at GHD, followed by Azure SQL Database (1%).

Snowflake 1 1% required in 100% · 1 open now · since Sep 2026
Azure SQL Database 1 1% optional · 1 open now · since Sep 2026

What cloud and platforms does GHD use?

Azure is named in 8% of job postings at GHD, followed by Power BI (5%), Microsoft Entra ID (3%), Microsoft Fabric (2%).

Azure 7 8% required in 86% · 7 open now · since Apr 2026
Power BI 5 5% required in 100% · 5 open now · since Oct 2025
Microsoft Entra ID 3 3% required in 100% · 3 open now · since Jul 2026
Microsoft Fabric 2 2% required in 100% · 2 open now · since Aug 2026
Tableau 2 2% required in 100% · 2 open now · since Oct 2025
Azure DevOps 2 2% required in 50% · 2 open now · since Aug 2026
Active Directory 1 1% required in 100% · 1 open now · since Apr 2026
Databricks 1 1% required in 100% · 1 open now · since Sep 2026
Show all (15)
GitHub1
GitHub Actions1
Microsoft Defender1
Microsoft Sentinel1
OpenAI1
Windows1
Spark1

What developer tools does GHD use?

AutoCAD is named in 68% of job postings at GHD, followed by Microsoft Excel (5%), Git (4%), Adobe Photoshop (3%).

AutoCAD 63 68% required in 94% · 63 open now · since Sep 2025
Microsoft Excel 5 5% required in 100% · 5 open now · since May 2026
Git 4 4% required in 100% · 4 open now · since Oct 2025
Adobe Photoshop 3 3% required in 100% · 3 open now · since May 2026
Aider 2 2% required in 100% · 2 open now · since Apr 2026
Azure Data Factory 1 1% required in 100% · 1 open now · since Sep 2026
Copilot 1 1% required in 100% · 1 open now · since Sep 2026
Rest API 1 1% required in 100% · 1 open now · since Sep 2026
Show all (10)
dbt1
pySpark1

What AI and ML technologies does GHD use?

LLM is named in 1% of job postings at GHD.

LLM 1 1% required in 100% · 1 open now · since Jun 2026

Which engineering practices does GHD ask for?

Multimodal AI is named in 5% of job postings at GHD, followed by CI/CD (3%), Incident Management (3%), AI Agents (2%).

Multimodal AI 5 5% required in 100% · 5 open now · since Jul 2026
CI/CD 3 3% required in 100% · 3 open now · since Aug 2026
Incident Management 3 3% required in 67% · 3 open now · since Jul 2026
AI Agents 2 2% required in 100% · 2 open now · since Jul 2026
Machine Learning 2 2% required in 50% · 2 open now · since Sep 2026
Digital Twin 1 1% required in 100% · 1 open now · since Jan 2026
NER 1 1% required in 100% · 1 open now · since Sep 2026
Red Teaming 1 1% required in 100% · 1 open now · since Sep 2026
Show all (9)
SLI/SLO/SLA1

What does each GHD team work with?

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

Security

3 postings
Azure3
Microsoft Entra ID3

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How is the GHD 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
Machine LearningSep 2026
CI/CDAug 2026
Microsoft FabricAug 2026
Azure DevOpsAug 2026
Microsoft Entra IDJul 2026
AI AgentsJul 2026
Incident ManagementJul 2026
Multimodal AIJul 2026
Not named for 6 months
MatplotlibOct 2025
SeabornOct 2025
TableauOct 2025

How modern is the GHD stack?

Cutting-edge AI adopter 75/100

GHD scores 75 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 GHD stack in its industry?

Share of the 2,781 companies in the same industries, whose stack Alion knows, that use each technology.

Python41%
Azure29%
Power BI22%
Microsoft Entra ID6%
SQL38%
Azure DevOps10%
Matplotlib1%
Microsoft Fabric4%
Seaborn1%
Tableau12%

Questions about the GHD tech stack

What programming languages does GHD use?

The languages named in GHD job postings are Python (9%), SQL (3%), C# (1%), Fortran (1%), MATLAB (1%), as a share of the 93 postings of the last 12 months.

Does GHD use Matplotlib?

Yes. Matplotlib is named in 2 of 93 job postings (2%) and required in 2 of them.

What cloud and platforms does GHD use?

The cloud and platforms named in GHD job postings are Azure (7), Power BI (5), Microsoft Entra ID (3) (postings in brackets).

What skills do you need for a Security job at GHD?

Security postings at GHD most often require Azure (3), Microsoft Entra ID (3), out of 3 postings in the last 12 months.

Is the GHD tech stack changing?

Yes. Machine Learning, CI/CD, Microsoft Fabric, Azure DevOps first appeared in GHD job postings in the last six months.

How modern is the GHD tech stack?

GHD scores 75 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 GHD tech stack?

Alion reads every job posting GHD publishes and tags the technologies each one names. The figures on this page count the 93 postings of the last 12 months and were updated on Sep 28, 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, "GHD tech stack: 46 technologies from 93 job postings", as of Sep 28, 2026. https://alion.io/company/ghd-com/technologies

Licence: CC BY-SA 4.0JSON