UFORCE tech stack

UFORCE builds mostly with Python, C#, Java, SQL. Its stack also includes Kubernetes, Linux, Grounding DINO, PyTorch. Kubernetes is named in 3 of the 6 job postings UFORCE published in the last 12 months (50%). Counted by Alion from the job postings of UFORCE, updated Sep 27, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 27, 2026
Technologies in use
42
Postings analysed
6
Open now
6
Modernity
72 /100

What programming languages does UFORCE use?

Python is named in 33% of job postings at UFORCE, followed by C# (17%), Java (17%), SQL (17%).

Python 2 33% required in 100% · 2 open now · since Aug 2026
C# 1 17% required in 100% · 1 open now · since Sep 2026
Java 1 17% required in 100% · 1 open now · since Sep 2026
SQL 1 17% required in 100% · 1 open now · since Sep 2026
C++ 1 17% optional · 1 open now · since Sep 2026
Rust 1 17% optional · 1 open now · since Sep 2026

What frameworks and libraries does UFORCE use?

Grounding DINO is named in 17% of job postings at UFORCE, followed by PyTorch (17%), Dagster (17%).

Grounding DINO 1 17% required in 100% · 1 open now · since Aug 2026
PyTorch 1 17% required in 100% · 1 open now · since Aug 2026
Dagster 1 17% optional · 1 open now · since Aug 2026

What cloud and platforms does UFORCE use?

Kubernetes is named in 50% of job postings at UFORCE, followed by Linux (33%), K3s (33%), .NET (17%).

Kubernetes 3 50% required in 67% · 3 open now · since Aug 2026
Linux 2 33% required in 100% · 2 open now · since Sep 2026
K3s 2 33% optional · 2 open now · since Sep 2026
.NET 1 17% required in 100% · 1 open now · since Sep 2026
Grafana 1 17% required in 100% · 1 open now · since Sep 2026
Okta 1 17% required in 100% · 1 open now · since Aug 2026
Flyte 1 17% optional · 1 open now · since Aug 2026
Kubeflow 1 17% optional · 1 open now · since Aug 2026
Show all (12)
MLFlow1
OpenShift1
Ubuntu1
Weights & Biases1

What developer tools does UFORCE use?

Ansible is named in 17% of job postings at UFORCE, followed by ArgoCD (17%), Docker (17%), Helm (17%).

Ansible 1 17% optional · 1 open now · since Sep 2026
ArgoCD 1 17% optional · 1 open now · since Sep 2026
Docker 1 17% optional · 1 open now · since Sep 2026
Helm 1 17% optional · 1 open now · since Sep 2026
Pulumi 1 17% optional · 1 open now · since Sep 2026
Terraform 1 17% optional · 1 open now · since Sep 2026
containerd 1 17% optional · 1 open now · since Sep 2026

What AI and ML technologies does UFORCE use?

LLM is named in 17% of job postings at UFORCE.

LLM 1 17% required in 100% · 1 open now · since Aug 2026

Which engineering practices does UFORCE ask for?

CI/CD is named in 50% of job postings at UFORCE, followed by Sensor Fusion (33%), Computer Vision (17%), Human-in-the-Loop (17%).

CI/CD 3 50% required in 100% · 3 open now · since Sep 2026
Sensor Fusion 2 33% optional · 2 open now · since Aug 2026
Computer Vision 1 17% required in 100% · 1 open now · since Aug 2026
Human-in-the-Loop 1 17% required in 100% · 1 open now · since Aug 2026
SLI/SLO/SLA 1 17% required in 100% · 1 open now · since Aug 2026
Swarm Robotics 1 17% required in 100% · 1 open now · since Sep 2026
Synthetic Data 1 17% required in 100% · 1 open now · since Aug 2026
Configuration Management 1 17% optional · 1 open now · since Sep 2026
Show all (13)
Context Engineering1
Federated Learning1
Multi-Agent Systems1
Sim-to-Real1
Structured Outputs1

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How modern is the UFORCE stack?

Modern AI adopter 72/100

UFORCE scores 72 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 UFORCE stack in its industry?

Share of the 1,103 companies in the same industries, whose stack Alion knows, that use each technology.

Kubernetes40%
K3s1%
Linux39%
Python58%
.NET11%
C#20%
C++23%
Dagster2%
Flyte0%
Grafana19%

Questions about the UFORCE tech stack

What programming languages does UFORCE use?

The languages named in UFORCE job postings are Python (33%), C# (17%), Java (17%), SQL (17%), C++ (17%), as a share of the 6 postings of the last 12 months.

Does UFORCE use Kubernetes?

Yes. Kubernetes is named in 3 of 6 job postings (50%) and required in 2 of them.

What cloud and platforms does UFORCE use?

The cloud and platforms named in UFORCE job postings are Kubernetes (3), Linux (2), K3s (2) (postings in brackets).

Is the UFORCE tech stack changing?

No new technology has appeared in UFORCE job postings in the last six months.

How modern is the UFORCE tech stack?

UFORCE scores 72 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 UFORCE tech stack?

Alion reads every job posting UFORCE publishes and tags the technologies each one names. The figures on this page count the 6 postings of the last 12 months and were updated on Sep 27, 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, "UFORCE tech stack: 42 technologies from 6 job postings", as of Sep 27, 2026. https://alion.io/company/uforce-com/technologies

Licence: CC BY-SA 4.0JSON