SymphonyAI tech stack
SymphonyAI builds mostly with Python, SQL, Java, JavaScript. Its stack also includes Azure, AWS, PostgreSQL, Oracle. Azure is named in 28 of the 48 job postings SymphonyAI published in the last 12 months (58%). Counted by Alion from the job postings of SymphonyAI, updated Nov 13, 2026.
What programming languages does SymphonyAI use?
Python is named in 52% of job postings at SymphonyAI, followed by SQL (46%), Java (33%), JavaScript (17%).
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What frameworks and libraries does SymphonyAI use?
Pandas is named in 17% of job postings at SymphonyAI, followed by Angular (10%), TensorFlow (10%), Keras (10%).
Pandas
8 17%
Angular
5 10%
TensorFlow
5 10%
Keras
5 10%
Scikit-learn
5 10%
React.js
3 6%
LangChain
3 6%
LangGraph
3 6%
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What databases does SymphonyAI use?
PostgreSQL is named in 25% of job postings at SymphonyAI, followed by Oracle (21%), ElasticSearch (13%), Redis (8%).
What cloud and platforms does SymphonyAI use?
Azure is named in 58% of job postings at SymphonyAI, followed by AWS (56%), Kubernetes (50%), Linux (38%).
Azure
28 58%
AWS
27 56%
Kubernetes
24 50%
Apache Kafka
16 33%
GCP
15 31%
Grafana
9 19%
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What developer tools does SymphonyAI use?
Rest API is named in 44% of job postings at SymphonyAI, followed by Docker (42%), Helm (17%), Prometheus (17%).
Rest API
21 44%
Docker
20 42%
Helm
8 17%
Prometheus
8 17%
Terraform
6 13%
Ansible
5 10%
GraphQL
5 10%
Git
5 10%
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What AI and ML technologies does SymphonyAI use?
Claude is named in 2% of job postings at SymphonyAI.
Claude
1 2%
Which engineering practices does SymphonyAI ask for?
Machine Learning is named in 46% of job postings at SymphonyAI, followed by CI/CD (33%), AI Agents (23%), Incident Management (13%).
CI/CD
16 33%
AI Agents
11 23%
Incident Management
6 13%
Time Series
5 10%
NLP
3 6%
SLI/SLO/SLA
3 6%
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What does each SymphonyAI team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Solutions
10 postingsDevOps
9 postingsBackend
8 postingsData Science
7 postingsAI/ML
3 postingsHow does your stack fit SymphonyAI?
How is the SymphonyAI 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.
How modern is the SymphonyAI stack?
SymphonyAI scores 73 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: 0.
How common is the SymphonyAI stack in its industry?
Share of the 3,898 companies in the same industries, whose stack Alion knows, that use each technology.
What sets SymphonyAI apart
Companies with a stack like SymphonyAI
Deutsche Börse
90 shared technologies
Ingram Micro
94 shared technologies
CMC Global
90 shared technologies
ALTEN Germany
91 shared technologies
Dellent Consulting
92 shared technologies
PNC Financial Services Group
91 shared technologies
United Overseas Bank
91 shared technologies
TransUnion
104 shared technologies
Questions about the SymphonyAI tech stack
What programming languages does SymphonyAI use?
The languages named in SymphonyAI job postings are Python (52%), SQL (46%), Java (33%), JavaScript (17%), TypeScript (17%), as a share of the 48 postings of the last 12 months.
Does SymphonyAI use Pandas?
Yes. Pandas is named in 8 of 48 job postings (17%) and required in 7 of them.
What cloud and platforms does SymphonyAI use?
The cloud and platforms named in SymphonyAI job postings are Azure (28), AWS (27), Kubernetes (24) (postings in brackets).
What skills do you need for a Solutions job at SymphonyAI?
Solutions postings at SymphonyAI most often require Rest API (8), SQL (6), Java (5), .NET (4), out of 10 postings in the last 12 months.
Is the SymphonyAI tech stack changing?
Yes. Spring Boot, Vue.js, React.js, Datadog first appeared in SymphonyAI job postings in the last six months.
How modern is the SymphonyAI tech stack?
SymphonyAI scores 73 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: 0.
How does Alion know the SymphonyAI tech stack?
Alion reads every job posting SymphonyAI publishes and tags the technologies each one names. The figures on this page count the 48 postings of the last 12 months and were updated on Nov 13, 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, "SymphonyAI tech stack: 120 technologies from 48 job postings", as of Nov 13, 2026. https://alion.io/company/symphonyai/technologies