Systems Limited tech stack
Systems Limited builds mostly with Python, C#, JavaScript, SQL. Its stack also includes Azure, GCP, PyTorch, Scikit-learn. Python is named in 4 of the 4 job postings Systems Limited published in the last 12 months (100%). Counted by Alion from the job postings of Systems Limited, updated Oct 21, 2026.
What programming languages does Systems Limited use?
Python is named in 100% of job postings at Systems Limited, followed by C# (25%), JavaScript (25%), SQL (25%).
What frameworks and libraries does Systems Limited use?
PyTorch is named in 50% of job postings at Systems Limited, followed by Scikit-learn (50%), TensorFlow (50%), AutoGen (25%).
PyTorch
2 50%
Scikit-learn
2 50%
TensorFlow
2 50%
AutoGen
1 25%
CrewAI
1 25%
Cypress
1 25%
FastAPI
1 25%
JUnit
1 25%
Show all (17)
What cloud and platforms does Systems Limited use?
Azure is named in 75% of job postings at Systems Limited, followed by GCP (50%), AWS (25%), Azure DevOps (25%).
Azure
3 75%
GCP
2 50%
AWS
1 25%
Azure DevOps
1 25%
Kubeflow
1 25%
LangSmith
1 25%
Langfuse
1 25%
Show all (13)
What developer tools does Systems Limited use?
Git is named in 25% of job postings at Systems Limited, followed by Jenkins (25%), Semantic Kernel (25%).
What AI and ML technologies does Systems Limited use?
Gemini is named in 25% of job postings at Systems Limited, followed by LLM (25%).
Which engineering practices does Systems Limited ask for?
CI/CD is named in 75% of job postings at Systems Limited, followed by Machine Learning (75%), Prompt Engineering (50%), RAG (50%).
CI/CD
3 75%
Prompt Engineering
2 50%
RAG
2 50%
AI Agents
1 25%
Embeddings
1 25%
NLP
1 25%
How does your stack fit Systems Limited?
How is the Systems Limited 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 Systems Limited stack?
Systems Limited scores 87 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: 2; legacy ones: 0.
How common is the Systems Limited stack in its industry?
Share of the 5,085 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like Systems Limited
MergeAPI
49 shared technologies
Instituto de Pesquisas Eldorado
52 shared technologies
Impact Analytics
53 shared technologies
T D Newton & Associates
51 shared technologies
MiniMed
56 shared technologies
Orcapod Consulting Services
54 shared technologies
Robots & Pencils
56 shared technologies
Wizeline
52 shared technologies
Questions about the Systems Limited tech stack
What programming languages does Systems Limited use?
The languages named in Systems Limited job postings are Python (100%), C# (25%), JavaScript (25%), SQL (25%), as a share of the 4 postings of the last 12 months.
Does Systems Limited use PyTorch?
Yes. PyTorch is named in 2 of 4 job postings (50%) and required in 2 of them.
What cloud and platforms does Systems Limited use?
The cloud and platforms named in Systems Limited job postings are Azure (3), GCP (2), AWS (1) (postings in brackets).
Is the Systems Limited tech stack changing?
Yes. Python, Machine Learning, Azure, GCP first appeared in Systems Limited job postings in the last six months.
How modern is the Systems Limited tech stack?
Systems Limited scores 87 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: 2; legacy ones: 0.
How does Alion know the Systems Limited tech stack?
Alion reads every job posting Systems Limited publishes and tags the technologies each one names. The figures on this page count the 4 postings of the last 12 months and were updated on Oct 21, 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, "Systems Limited tech stack: 47 technologies from 4 job postings", as of Oct 21, 2026. https://alion.io/company/systems-limited/technologies