Symphony tech stack

Symphony builds mostly with Python, PowerShell, C#, Java. Its stack also includes Azure, AWS, PyTorch, React.js. Python is named in 4 of the 7 job postings Symphony published in the last 12 months (57%). Counted by Alion from the job postings of Symphony, updated Oct 11, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 11, 2026
Technologies in use
38
Postings analysed
7
Open now
7
Modernity
91 /100

What programming languages does Symphony use?

Python is named in 57% of job postings at Symphony, followed by PowerShell (14%), C# (14%), Java (14%).

Python 4 57% required in 75% · 4 open now · since Jun 2025
PowerShell 1 14% required in 100% · 1 open now · since Sep 2026
C# 1 14% optional · 1 open now · since Oct 2025
Java 1 14% optional · 1 open now · since Oct 2025
JavaScript 1 14% optional · 1 open now · since Sep 2026

What frameworks and libraries does Symphony use?

PyTorch is named in 14% of job postings at Symphony, followed by React.js (14%), TensorFlow (14%), Transformers (14%).

PyTorch 1 14% required in 100% · 1 open now · since Dec 2025
React.js 1 14% required in 100% · 1 open now · since Sep 2026
TensorFlow 1 14% required in 100% · 1 open now · since Dec 2025
Transformers 1 14% required in 100% · 1 open now · since Dec 2025

What cloud and platforms does Symphony use?

Azure is named in 57% of job postings at Symphony, followed by AWS (43%), GCP (43%), Kubernetes (43%).

Azure 4 57% required in 50% · 4 open now · since Jun 2025
AWS 3 43% required in 33% · 3 open now · since Jun 2025
GCP 3 43% required in 33% · 3 open now · since Oct 2025
Kubernetes 3 43% required in 33% · 3 open now · since Dec 2025
Amazon SageMaker 1 14% required in 100% · 1 open now · since Dec 2025
Azure AKS 1 14% required in 100% · 1 open now · since Sep 2026
Azure DevOps 1 14% required in 100% · 1 open now · since Sep 2026
Databricks 1 14% required in 100% · 1 open now · since Jun 2025
Show all (11)
Figma1
Vertex AI1
.NET1

What developer tools does Symphony use?

Docker is named in 29% of job postings at Symphony, followed by Bicep (14%), Terraform (14%).

Docker 2 29% required in 50% · 2 open now · since Dec 2025
Bicep 1 14% required in 100% · 1 open now · since Sep 2026
Terraform 1 14% required in 100% · 1 open now · since Sep 2026

What AI and ML technologies does Symphony use?

Claude is named in 14% of job postings at Symphony, followed by Llama (14%), LoRA (14%), PEFT (14%).

Claude 1 14% required in 100% · 1 open now · since Jun 2026
Llama 1 14% required in 100% · 1 open now · since Dec 2025
LoRA 1 14% required in 100% · 1 open now · since Dec 2025
PEFT 1 14% required in 100% · 1 open now · since Dec 2025
QLoRA 1 14% required in 100% · 1 open now · since Dec 2025

Which engineering practices does Symphony ask for?

CI/CD is named in 57% of job postings at Symphony, followed by AI Agents (43%), Diffusion Models (14%), ETL/ELT (14%).

CI/CD 4 57% required in 50% · 4 open now · since Oct 2025
AI Agents 3 43% required in 100% · 3 open now · since Dec 2025
Diffusion Models 1 14% required in 100% · 1 open now · since Dec 2025
ETL/ELT 1 14% required in 100% · 1 open now · since Sep 2026
Fine-tuning 1 14% required in 100% · 1 open now · since Dec 2025
Machine Learning 1 14% required in 100% · 1 open now · since Dec 2025
Multimodal AI 1 14% required in 100% · 1 open now · since Dec 2025
NLP 1 14% required in 100% · 1 open now · since Dec 2025
Show all (10)
RAG1
Agentic Workflows1

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How modern is the Symphony stack?

Cutting-edge AI adopter 91/100

Symphony 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: 5; legacy ones: 0.

Questions about the Symphony tech stack

What programming languages does Symphony use?

The languages named in Symphony job postings are Python (57%), PowerShell (14%), C# (14%), Java (14%), JavaScript (14%), as a share of the 7 postings of the last 12 months.

Does Symphony use Azure?

Yes. Azure is named in 4 of 7 job postings (57%) and required in 2 of them.

What cloud and platforms does Symphony use?

The cloud and platforms named in Symphony job postings are Azure (4), AWS (3), GCP (3) (postings in brackets).

Is the Symphony tech stack changing?

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

How modern is the Symphony tech stack?

Symphony 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: 5; legacy ones: 0.

How does Alion know the Symphony tech stack?

Alion reads every job posting Symphony publishes and tags the technologies each one names. The figures on this page count the 7 postings of the last 12 months and were updated on Oct 11, 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, "Symphony tech stack: 38 technologies from 7 job postings", as of Oct 11, 2026. https://alion.io/company/symphony-is/technologies

Licence: CC BY-SA 4.0JSON