Percepta tech stack
Percepta builds mostly with Python, TypeScript. Its stack also includes AWS, Anthropic, Ray, SGLang. AWS is named in 13 of the 13 job postings Percepta published in the last 12 months (100%). Counted by Alion from the job postings of Percepta, updated Oct 6, 2026.
What programming languages does Percepta use?
Python is named in 46% of job postings at Percepta, followed by TypeScript (23%).
Python
6 46%
TypeScript
3 23%
What frameworks and libraries does Percepta use?
Ray is named in 15% of job postings at Percepta, followed by SGLang (15%), LangChain (8%), LiteLLM (8%).
What cloud and platforms does Percepta use?
AWS is named in 100% of job postings at Percepta, followed by Anthropic (100%), Kubernetes (23%), Azure (23%).
AWS
13 100%
Kubernetes
3 23%
Azure
3 23%
GCP
3 23%
Amazon EKS
2 15%
Grafana
2 15%
vLLM
2 15%
Show all (14)
What developer tools does Percepta use?
Terraform is named in 15% of job postings at Percepta, followed by Loki (15%), Docker (8%), Mimir (8%).
What AI and ML technologies does Percepta use?
LLM is named in 46% of job postings at Percepta.
LLM
6 46%
Which engineering practices does Percepta ask for?
Agentic Workflows is named in 77% of job postings at Percepta, followed by AI Agents (54%), Embeddings (15%), IAM (15%).
AI Agents
7 54%
Embeddings
2 15%
Reinforcement Learning
2 15%
GitOps
2 15%
Show all (16)
What does each Percepta team work with?
The technologies each team's postings require most often, with the number of postings that require them.
AI/ML
5 postingsDevOps
3 postingsHow does your stack fit Percepta?
How is the Percepta 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 Percepta stack?
Percepta 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 Percepta stack in its industry?
Share of the 2,894 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like Percepta
Questions about the Percepta tech stack
What programming languages does Percepta use?
The languages named in Percepta job postings are Python (46%), TypeScript (23%), as a share of the 13 postings of the last 12 months.
Does Percepta use Ray?
Yes. Ray is named in 2 of 13 job postings (15%) and required in 1 of them.
What cloud and platforms does Percepta use?
The cloud and platforms named in Percepta job postings are AWS (13), Anthropic (13), Kubernetes (3) (postings in brackets).
What skills do you need for a AI/ML job at Percepta?
AI/ML postings at Percepta most often require LLM (3), AWS (2), Python (2), out of 5 postings in the last 12 months.
Is the Percepta tech stack changing?
Yes. Embeddings, Databricks first appeared in Percepta job postings in the last six months.
How modern is the Percepta tech stack?
Percepta 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 Percepta tech stack?
Alion reads every job posting Percepta publishes and tags the technologies each one names. The figures on this page count the 13 postings of the last 12 months and were updated on Oct 6, 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, "Percepta tech stack: 45 technologies from 13 job postings", as of Oct 6, 2026. https://alion.io/company/percepta/technologies