CuspAI
Manufacturing · AI for Science

CuspAI tech stack

CuspAI builds mostly with Python, Node JS, SQL, TypeScript. Its stack also includes Kubernetes, PyTorch, GCP, FastAPI. Python is named in 14 of the 32 job postings CuspAI published in the last 12 months (44%). Counted by Alion from the job postings of CuspAI, updated Nov 12, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 12, 2026
Technologies in use
78
Postings analysed
32
Open now
24
Modernity
71 /100
New in 6 months
8

What programming languages does CuspAI use?

Python is named in 44% of job postings at CuspAI, followed by Node JS (6%), SQL (6%), TypeScript (6%).

Python 14 44% required in 100% · 11 open now · since Mar 2026
Node JS 2 6% required in 100% · 1 open now · since Apr 2026
SQL 2 6% required in 100% · 1 open now · since Jul 2026
TypeScript 2 6% required in 100% · 1 open now · since Apr 2026
JavaScript 2 6% required in 50% · 1 open now · since Apr 2026
Go 1 3% required in 100% · 1 open now · since Oct 2026

What frameworks and libraries does CuspAI use?

PyTorch is named in 19% of job postings at CuspAI, followed by FastAPI (9%), Dagster (9%), Django (6%).

PyTorch 6 19% required in 100% · 5 open now · since Jul 2026
FastAPI 3 9% required in 100% · 2 open now · since Apr 2026
Dagster 3 9% required in 33% · 3 open now · since May 2026
Django 2 6% required in 100% · 1 open now · since Apr 2026
Flask 2 6% required in 100% · 1 open now · since Apr 2026
JAX 2 6% required in 100% · 2 open now · since Aug 2026
Pydantic 2 6% required in 100% · 2 open now · since Oct 2026
Ray 2 6% required in 100% · 1 open now · since May 2026
Show all (18)
React.js2
Vue.js2
Triton2
CUDA1
DeepSpeed1
Megatron-LM1
NCCL1
Pandas1
Polars1
TensorFlow1

What databases does CuspAI use?

Apache Hudi is named in 3% of job postings at CuspAI, followed by Apache Iceberg (3%), Delta Lake (3%).

Apache Hudi 1 3% optional · 1 open now · since May 2026
Apache Iceberg 1 3% optional · 1 open now · since May 2026
Delta Lake 1 3% optional · 1 open now · since May 2026

What cloud and platforms does CuspAI use?

Kubernetes is named in 19% of job postings at CuspAI, followed by GCP (16%), AWS (9%), Flyte (9%).

Kubernetes 6 19% required in 50% · 4 open now · since Apr 2026
GCP 5 16% required in 40% · 4 open now · since Apr 2026
AWS 3 9% required in 67% · 3 open now · since Oct 2026
Flyte 3 9% required in 33% · 3 open now · since May 2026
Azure 2 6% required in 50% · 2 open now · since Oct 2026
Prefect 2 6% required in 50% · 2 open now · since May 2026
Figma 1 3% required in 100% · since Oct 2026
GitHub Actions 1 3% required in 100% · 1 open now · since Oct 2026
Show all (12)
GitLab CI1
Linux1
Weights & Biases1
TorchServe1

What developer tools does CuspAI use?

LIMS is named in 19% of job postings at CuspAI, followed by Docker (13%), Terraform (9%), Git (6%).

LIMS 6 19% required in 100% · 6 open now · since Oct 2026
Docker 4 13% required in 50% · 3 open now · since Apr 2026
Terraform 3 9% required in 67% · 3 open now · since Oct 2026
Git 2 6% required in 100% · 2 open now · since Mar 2026
Helm 1 3% required in 100% · 1 open now · since Oct 2026
Jenkins 1 3% required in 100% · 1 open now · since Oct 2026
Model Context Protocol 1 3% required in 100% · since Sep 2026
Pulumi 1 3% required in 100% · 1 open now · since Oct 2026
Show all (12)
Apache HTTP Server1
KServe1
SLURM1
TPU1

What AI and ML technologies does CuspAI use?

LLM is named in 6% of job postings at CuspAI.

LLM 2 6% required in 100% · 2 open now · since Aug 2026

Which engineering practices does CuspAI ask for?

Machine Learning is named in 53% of job postings at CuspAI, followed by AI Agents (31%), CI/CD (13%), HPC (13%).

Machine Learning 17 53% required in 65% · 13 open now · since Mar 2026
AI Agents 10 31% required in 100% · 8 open now · since Jul 2026
CI/CD 4 13% required in 100% · 4 open now · since Aug 2026
HPC 4 13% required in 25% · 3 open now · since Aug 2026
Knowledge Distillation 2 6% required in 100% · 2 open now · since Jul 2026
Model Distillation 2 6% required in 100% · 2 open now · since Jul 2026
Reinforcement Learning 2 6% required in 50% · 2 open now · since Aug 2026
Design of Experiments 2 6% optional · 2 open now · since Oct 2026
Show all (26)
ETL/ELT2
RLHF2
Computer Vision1
Configuration Management1
Embeddings1
GitOps1
IAM1
LLM Guardrails1
Multimodal AI1
Platform Engineering1
Post-training1
Pre-training1
Quantization1
SFT1
SRE1
Self-Supervised Learning1
GRPO1
RLAIF1

What does each CuspAI team work with?

The technologies each team's postings require most often, with the number of postings that require them.

Product

8 postings
Python6
PyTorch3
LIMS2

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How is the CuspAI 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
AzureOct 2026
AWSOct 2026
TerraformOct 2026
TritonOct 2026
PydanticOct 2026
LIMSOct 2026
Design of ExperimentsOct 2026
CI/CDAug 2026
Not named for 6 months
RayMay 2026

How modern is the CuspAI stack?

Modern AI adopter 71/100

CuspAI 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: 1; legacy ones: 0.

How common is the CuspAI stack in its industry?

Share of the 1,126 companies in the same industries, whose stack Alion knows, that use each technology.

Python53%
Kubernetes31%
PyTorch15%
GCP25%
AWS38%
Dagster3%
FastAPI9%
Flyte1%
Azure29%
Django6%

What sets CuspAI apart

Dagster3%
Flyte1%

Questions about the CuspAI tech stack

What programming languages does CuspAI use?

The languages named in CuspAI job postings are Python (44%), Node JS (6%), SQL (6%), TypeScript (6%), JavaScript (6%), as a share of the 32 postings of the last 12 months.

Does CuspAI use PyTorch?

Yes. PyTorch is named in 6 of 32 job postings (19%) and required in 6 of them.

What cloud and platforms does CuspAI use?

The cloud and platforms named in CuspAI job postings are Kubernetes (6), GCP (5), AWS (3) (postings in brackets).

What skills do you need for a Product job at CuspAI?

Product postings at CuspAI most often require Python (6), PyTorch (3), LIMS (2), out of 8 postings in the last 12 months.

Is the CuspAI tech stack changing?

Yes. Azure, AWS, Terraform, Triton first appeared in CuspAI job postings in the last six months.

How modern is the CuspAI tech stack?

CuspAI 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: 1; legacy ones: 0.

How does Alion know the CuspAI tech stack?

Alion reads every job posting CuspAI publishes and tags the technologies each one names. The figures on this page count the 32 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, "CuspAI tech stack: 78 technologies from 32 job postings", as of Nov 12, 2026. https://alion.io/company/cuspai/technologies

Licence: CC BY-SA 4.0JSON