Sciforium tech stack

Sciforium builds mostly with Python, C++, Assembly, Bash. Its stack also includes vLLM, JAX, ROCm, CUDA Toolkit. Python is named in 14 of the 18 job postings Sciforium published in the last 12 months (78%). Counted by Alion from the job postings of Sciforium, updated Sep 26, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 26, 2026
Technologies in use
75
Postings analysed
18
Open now
12
Modernity
66 /100
New in 6 months
8

What programming languages does Sciforium use?

Python is named in 78% of job postings at Sciforium, followed by C++ (44%), Assembly (22%), Bash (11%).

Python 14 78% required in 100% · 10 open now · since Nov 2025
C++ 8 44% required in 100% · 5 open now · since Nov 2025
Assembly 4 22% required in 100% · 1 open now · since Sep 2026
Bash 2 11% required in 100% · 2 open now · since Jul 2026
Rust 1 6% required in 100% · 1 open now · since Nov 2025
TypeScript 1 6% required in 100% · 1 open now · since Aug 2026

What frameworks and libraries does Sciforium use?

JAX is named in 50% of job postings at Sciforium, followed by ROCm (50%), PyTorch (44%), CUDA (44%).

JAX 9 50% required in 89% · 6 open now · since Nov 2025
ROCm 9 50% required in 67% · 6 open now · since Nov 2025
PyTorch 8 44% required in 100% · 5 open now · since Nov 2025
CUDA 8 44% required in 88% · 5 open now · since Nov 2025
XLA 7 39% required in 14% · 4 open now · since Nov 2025
PyTorch C++ 5 28% required in 100% · 2 open now · since Aug 2026
Triton 4 22% required in 100% · 1 open now · since Sep 2026
SGLang 4 22% required in 25% · 4 open now · since Nov 2025
Show all (18)
NCCL3
Ray3
TensorRT-LLM2
Transformers2
Flax2
TensorFlow1
cuDNN1
FSDP1
FastAPI1
Megatron-LM1

What cloud and platforms does Sciforium use?

vLLM is named in 56% of job postings at Sciforium, followed by CUDA Toolkit (44%), Kubernetes (22%), Grafana (11%).

vLLM 10 56% required in 20% · 7 open now · since Nov 2025
CUDA Toolkit 8 44% required in 88% · 5 open now · since Nov 2025
Kubernetes 4 22% required in 75% · 4 open now · since Nov 2025
Grafana 2 11% required in 100% · 2 open now · since Aug 2026
Linux 2 11% required in 100% · 2 open now · since Jul 2026
Spark 2 11% required in 100% · 1 open now · since Jan 2026
AWS 1 6% required in 100% · 1 open now · since Aug 2026
Active Directory 1 6% required in 100% · 1 open now · since Jul 2026
Show all (14)
Azure1
CentOS Stream1
GCP1
LDAP1
Ubuntu1
Hugging Face1

What developer tools does Sciforium use?

TensorRT is named in 39% of job postings at Sciforium, followed by TPU (33%), Ansible (17%), Git (11%).

TensorRT 7 39% optional · 4 open now · since Aug 2026
TPU 6 33% required in 33% · 3 open now · since Nov 2025
Ansible 3 17% required in 67% · 3 open now · since Jul 2026
Git 2 11% required in 100% · 2 open now · since Aug 2026
InfiniBand 2 11% required in 100% · 2 open now · since Aug 2026
NVLink 2 11% required in 100% · 2 open now · since Aug 2026
Prometheus 2 11% required in 100% · 2 open now · since Aug 2026
SaltStack 2 11% required in 50% · 2 open now · since Jul 2026
Show all (15)
Terraform2
Docker1
Packer1
SLURM1
containerd1
Triton Inference Server1
WebSockets1

What AI and ML technologies does Sciforium use?

LLM is named in 50% of job postings at Sciforium.

LLM 9 50% required in 78% · 5 open now · since Nov 2025

Which engineering practices does Sciforium ask for?

Multimodal AI is named in 100% of job postings at Sciforium, followed by Machine Learning (39%), HPC (33%), Edge AI (22%).

Multimodal AI 18 100% required in 100% · 12 open now · since Nov 2025
Machine Learning 7 39% required in 100% · 6 open now · since Nov 2025
HPC 6 33% required in 33% · 4 open now · since Nov 2025
Edge AI 4 22% required in 100% · 1 open now · since Sep 2026
Pre-training 3 17% required in 100% · 2 open now · since Jan 2026
DPO 2 11% required in 100% · 1 open now · since Jan 2026
Post-training 2 11% required in 100% · 1 open now · since Jan 2026
RLHF 2 11% required in 100% · 1 open now · since Jan 2026
Show all (21)
SFT2
Synthetic Data2
Configuration Management2
Computer Vision2
BGP1
CI/CD1
Diffusion Models1
KV Cache1
OSPF1
Self-Healing1
VLAN1
VPN1
eBPF1

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

12 postings
Python10
JAX8
PyTorch8
C++6
CUDA6
CUDA Toolkit6

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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.

First appeared
AssemblySep 2026
Edge AISep 2026
TritonSep 2026
PyTorch C++Aug 2026
TensorRTAug 2026
NCCLAug 2026
GitAug 2026
GrafanaAug 2026

How modern is the Sciforium stack?

Modern AI adopter 66/100

Sciforium scores 66 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.

Questions about the Sciforium tech stack

What programming languages does Sciforium use?

The languages named in Sciforium job postings are Python (78%), C++ (44%), Assembly (22%), Bash (11%), Rust (6%), as a share of the 18 postings of the last 12 months.

Does Sciforium use JAX?

Yes. JAX is named in 9 of 18 job postings (50%) and required in 8 of them.

What cloud and platforms does Sciforium use?

The cloud and platforms named in Sciforium job postings are vLLM (10), CUDA Toolkit (8), Kubernetes (4) (postings in brackets).

What skills do you need for a AI/ML job at Sciforium?

AI/ML postings at Sciforium most often require Python (10), JAX (8), PyTorch (8), C++ (6), out of 12 postings in the last 12 months.

Is the Sciforium tech stack changing?

Yes. Assembly, Edge AI, Triton, PyTorch C++ first appeared in Sciforium job postings in the last six months.

How modern is the Sciforium tech stack?

Sciforium scores 66 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 18 postings of the last 12 months and were updated on Sep 26, 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: 75 technologies from 18 job postings", as of Sep 26, 2026. https://alion.io/company/sciforium-2/technologies

Licence: CC BY-SA 4.0JSON