Bright Machines tech stack

Bright Machines builds mostly with Python, C#, C++, Go. Its stack also includes AWS, Azure, OpenTelemetry, CUDA. Python is named in 4 of the 11 job postings Bright Machines published in the last 12 months (36%). Counted by Alion from the job postings of Bright Machines, updated Sep 30, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 30, 2026
Technologies in use
43
Postings analysed
11
Open now
10
Modernity
70 /100
New in 6 months
8

What programming languages does Bright Machines use?

Python is named in 36% of job postings at Bright Machines, followed by C# (9%), C++ (9%), Go (9%).

Python 4 36% required in 100% · 4 open now · since Mar 2026
C# 1 9% required in 100% · 1 open now · since Sep 2026
C++ 1 9% required in 100% · 1 open now · since Mar 2026
Go 1 9% required in 100% · 1 open now · since Sep 2026
JavaScript 1 9% required in 100% · 1 open now · since Sep 2026

What frameworks and libraries does Bright Machines use?

OpenTelemetry is named in 18% of job postings at Bright Machines, followed by CUDA (9%), PyTorch (9%), PyTorch C++ (9%).

OpenTelemetry 2 18% required in 100% · 2 open now · since Sep 2026
CUDA 1 9% required in 100% · 1 open now · since Mar 2026
PyTorch 1 9% required in 100% · 1 open now · since Mar 2026
PyTorch C++ 1 9% required in 100% · 1 open now · since Mar 2026
ROS2 1 9% required in 100% · 1 open now · since Mar 2026

What cloud and platforms does Bright Machines use?

AWS is named in 18% of job postings at Bright Machines, followed by Azure (18%), GCP (18%), Grafana (18%).

AWS 2 18% required in 100% · 2 open now · since Aug 2026
Azure 2 18% required in 100% · 2 open now · since Aug 2026
GCP 2 18% required in 100% · 2 open now · since Aug 2026
Grafana 2 18% required in 100% · 2 open now · since Sep 2026
Kubernetes 2 18% required in 100% · 2 open now · since Sep 2026
CUDA Toolkit 1 9% required in 100% · 1 open now · since Mar 2026
Checkmarx 1 9% required in 100% · 1 open now · since Aug 2026
Kubeflow 1 9% required in 100% · 1 open now · since Mar 2026
Show all (13)
Linux1
MLFlow1
Snyk1
Weights & Biases1
GitLab1

What developer tools does Bright Machines use?

SolidWorks is named in 36% of job postings at Bright Machines, followed by Ansible (27%), Terraform (27%), Prometheus (18%).

SolidWorks 4 36% required in 100% · 3 open now · since Apr 2026
Ansible 3 27% required in 100% · 3 open now · since Aug 2026
Terraform 3 27% required in 100% · 3 open now · since Aug 2026
Prometheus 2 18% required in 100% · 2 open now · since Sep 2026
AutoCAD 1 9% required in 100% · 1 open now · since Jun 2026
Helm 1 9% required in 100% · 1 open now · since Sep 2026
Microsoft Excel 1 9% required in 100% · 1 open now · since Sep 2026
Semgrep 1 9% required in 100% · 1 open now · since Aug 2026
Show all (10)
TensorRT1
ArgoCD1

Which engineering practices does Bright Machines ask for?

Machine Learning is named in 27% of job postings at Bright Machines, followed by Platform Engineering (27%), CI/CD (18%), Configuration Management (18%).

Machine Learning 3 27% required in 100% · 3 open now · since Mar 2026
Platform Engineering 3 27% required in 100% · 3 open now · since Aug 2026
CI/CD 2 18% required in 100% · 2 open now · since Sep 2026
Configuration Management 2 18% required in 100% · 2 open now · since Sep 2026
GitOps 2 18% required in 100% · 2 open now · since Sep 2026
Anomaly Detection 1 9% required in 100% · 1 open now · since Mar 2026
Computer Vision 1 9% required in 100% · 1 open now · since Mar 2026
IAM 1 9% required in 100% · 1 open now · since Aug 2026
Show all (10)
Perception1
SLI/SLO/SLA1

How does your stack fit Bright Machines?

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How is the Bright Machines 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
CI/CDSep 2026
Configuration ManagementSep 2026
GitOpsSep 2026
GrafanaSep 2026
KubernetesSep 2026
OpenTelemetrySep 2026
PrometheusSep 2026
AnsibleAug 2026

How modern is the Bright Machines stack?

Modern 70/100

Bright Machines scores 70 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: 0; legacy ones: 0.

How common is the Bright Machines stack in its industry?

Share of the 376 companies in the same industries, whose stack Alion knows, that use each technology.

Python65%
AWS37%
Azure26%
GCP24%
Grafana18%
Kubernetes37%
OpenTelemetry6%
C#17%
C++36%
CUDA10%

Questions about the Bright Machines tech stack

What programming languages does Bright Machines use?

The languages named in Bright Machines job postings are Python (36%), C# (9%), C++ (9%), Go (9%), JavaScript (9%), as a share of the 11 postings of the last 12 months.

Does Bright Machines use OpenTelemetry?

Yes. OpenTelemetry is named in 2 of 11 job postings (18%) and required in 2 of them.

What cloud and platforms does Bright Machines use?

The cloud and platforms named in Bright Machines job postings are AWS (2), Azure (2), GCP (2) (postings in brackets).

Is the Bright Machines tech stack changing?

Yes. CI/CD, Configuration Management, GitOps, Grafana first appeared in Bright Machines job postings in the last six months.

How modern is the Bright Machines tech stack?

Bright Machines scores 70 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: 0; legacy ones: 0.

How does Alion know the Bright Machines tech stack?

Alion reads every job posting Bright Machines publishes and tags the technologies each one names. The figures on this page count the 11 postings of the last 12 months and were updated on Sep 30, 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, "Bright Machines tech stack: 43 technologies from 11 job postings", as of Sep 30, 2026. https://alion.io/company/bright-machines/technologies

Licence: CC BY-SA 4.0JSON