SymphonyAI tech stack
SymphonyAI builds mostly with Python, SQL, Java, JavaScript. Its stack also includes Azure, AWS, Pandas, PostgreSQL. Python is named in 14 of the 23 job postings SymphonyAI published in the last 12 months (61%). Counted by Alion from the job postings of SymphonyAI, updated Sep 29, 2026.
What programming languages does SymphonyAI use?
Python is named in 61% of job postings at SymphonyAI, followed by SQL (39%), Java (26%), JavaScript (9%).
What frameworks and libraries does SymphonyAI use?
Pandas is named in 26% of job postings at SymphonyAI, followed by TensorFlow (13%), Keras (13%), Scikit-learn (13%).
Pandas
6 26%
TensorFlow
3 13%
Keras
3 13%
Scikit-learn
3 13%
Polars
3 13%
LangChain
2 9%
LangGraph
2 9%
NumPy
2 9%
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What databases does SymphonyAI use?
PostgreSQL is named in 22% of job postings at SymphonyAI, followed by ElasticSearch (13%), Oracle (9%), Redis (9%).
What cloud and platforms does SymphonyAI use?
Azure is named in 61% of job postings at SymphonyAI, followed by AWS (57%), Kubernetes (39%), Linux (35%).
Azure
14 61%
AWS
13 57%
Kubernetes
9 39%
Apache Kafka
7 30%
GCP
7 30%
GitHub
5 22%
Azure DevOps
3 13%
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What developer tools does SymphonyAI use?
Docker is named in 43% of job postings at SymphonyAI, followed by Rest API (35%), GraphQL (13%), Helm (13%).
Docker
10 43%
Rest API
8 35%
GraphQL
3 13%
Helm
3 13%
Prometheus
3 13%
Acunetix
2 9%
Ansible
2 9%
OPC UA
2 9%
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Which engineering practices does SymphonyAI ask for?
Machine Learning is named in 57% of job postings at SymphonyAI, followed by CI/CD (30%), AI Agents (30%), Incident Management (13%).
CI/CD
7 30%
AI Agents
7 30%
Incident Management
3 13%
Time Series Forecasting
3 13%
NLP
2 9%
Platform Engineering
2 9%
Show all (16)
What does each SymphonyAI team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Data Science
5 postingsSolutions
5 postingsDevOps
4 postingsHow does your stack fit SymphonyAI?
How modern is the SymphonyAI stack?
SymphonyAI 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: 0; legacy ones: 0.
How common is the SymphonyAI stack in its industry?
Share of the 2,360 companies in the same industries, whose stack Alion knows, that use each technology.
What sets SymphonyAI apart
Companies with a stack like SymphonyAI
Questions about the SymphonyAI tech stack
What programming languages does SymphonyAI use?
The languages named in SymphonyAI job postings are Python (61%), SQL (39%), Java (26%), JavaScript (9%), TypeScript (9%), as a share of the 23 postings of the last 12 months.
Does SymphonyAI use Pandas?
Yes. Pandas is named in 6 of 23 job postings (26%) and required in 5 of them.
What cloud and platforms does SymphonyAI use?
The cloud and platforms named in SymphonyAI job postings are Azure (14), AWS (13), Kubernetes (9) (postings in brackets).
What skills do you need for a Data Science job at SymphonyAI?
Data Science postings at SymphonyAI most often require Pandas (5), Python (5), Docker (3), GitHub (3), out of 5 postings in the last 12 months.
Is the SymphonyAI tech stack changing?
No new technology has appeared in SymphonyAI job postings in the last six months.
How modern is the SymphonyAI tech stack?
SymphonyAI 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: 0; 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 23 postings of the last 12 months and were updated on Sep 29, 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: 91 technologies from 23 job postings", as of Sep 29, 2026. https://alion.io/company/symphonyai/technologies