Sciforium tech stack
Sciforium builds mostly with Python, C++, Bash, Rust. Its stack also includes vLLM, JAX, ROCm, Kubernetes. Python is named in 19 of the 24 job postings Sciforium published in the last 12 months (79%). Counted by Alion from the job postings of Sciforium, updated Nov 12, 2026.
What programming languages does Sciforium use?
Python is named in 79% of job postings at Sciforium, followed by C++ (46%), Bash (13%), Rust (4%).
What frameworks and libraries does Sciforium use?
JAX is named in 54% of job postings at Sciforium, followed by ROCm (54%), PyTorch (50%), CUDA (50%).
Show all (17)
What cloud and platforms does Sciforium use?
vLLM is named in 58% of job postings at Sciforium, followed by Kubernetes (21%), Linux (13%), Spark (13%).
vLLM
14 58%
Kubernetes
5 21%
Spark
3 13%
CentOS Stream
2 8%
Grafana
2 8%
Ubuntu
2 8%
Show all (13)
What developer tools does Sciforium use?
TensorRT is named in 42% of job postings at Sciforium, followed by TPU (38%), Ansible (17%), NVLink (13%).
TensorRT
10 42%
Ansible
4 17%
SaltStack
3 13%
Terraform
3 13%
Git
2 8%
Show all (15)
What AI and ML technologies does Sciforium use?
LLM is named in 54% of job postings at Sciforium.
LLM
13 54%
Which engineering practices does Sciforium ask for?
Multimodal AI is named in 100% of job postings at Sciforium, followed by Machine Learning (38%), HPC (29%), Pre-training (17%).
Multimodal AI
24 100%
HPC
7 29%
RLHF
3 13%
Show all (20)
What does each Sciforium team work with?
The technologies each team's postings require most often, with the number of postings that require them.
AI/ML
16 postingsData Science
3 postingsHow does your stack fit Sciforium?
How is the Sciforium 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 Sciforium stack?
Sciforium scores 65 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 Sciforium stack in its industry?
Share of the 140 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like Sciforium
RadixArk
45 shared technologies
Prime Intellect
53 shared technologies
Institute of Foundation Models
51 shared technologies
Thinking Machines Lab
48 shared technologies
Cerebras Systems
65 shared technologies
Tower Research Capital
52 shared technologies
H Company
45 shared technologies
Lightning AI
44 shared technologies
Questions about the Sciforium tech stack
What programming languages does Sciforium use?
The languages named in Sciforium job postings are Python (79%), C++ (46%), Bash (13%), Rust (4%), TypeScript (4%), as a share of the 24 postings of the last 12 months.
Does Sciforium use JAX?
Yes. JAX is named in 13 of 24 job postings (54%) and required in 12 of them.
What cloud and platforms does Sciforium use?
The cloud and platforms named in Sciforium job postings are vLLM (14), Kubernetes (5), Linux (3) (postings in brackets).
What skills do you need for a AI/ML job at Sciforium?
AI/ML postings at Sciforium most often require Python (14), JAX (12), PyTorch (12), CUDA (10), out of 16 postings in the last 12 months.
Is the Sciforium tech stack changing?
Yes. Triton, TensorRT, NCCL, NVLink first appeared in Sciforium job postings in the last six months.
How modern is the Sciforium tech stack?
Sciforium scores 65 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 Sciforium tech stack?
Alion reads every job posting Sciforium publishes and tags the technologies each one names. The figures on this page count the 24 postings of the last 12 months and were updated on Nov 12, 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, "Sciforium tech stack: 71 technologies from 24 job postings", as of Nov 12, 2026. https://alion.io/company/sciforium-2/technologies