Constructor Labs
Quantum Science & Computing · Research Institutes

Constructor Labs tech stack

Constructor Labs builds mostly with Python, C++, JavaScript, C#. Its stack also includes MariaDB, PyTorch, ElevenLabs, Linux. Python is named in 9 of the 21 job postings Constructor Labs published in the last 12 months (43%). Counted by Alion from the job postings of Constructor Labs, updated Nov 14, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 14, 2026
Technologies in use
63
Postings analysed
21
Open now
18
Modernity
80 /100
New in 6 months
8

What programming languages does Constructor Labs use?

Python is named in 43% of job postings at Constructor Labs, followed by C++ (14%), JavaScript (14%), C# (5%).

Python 9 43% required in 100% · 8 open now · since Dec 2025
C++ 3 14% required in 67% · 3 open now · since Sep 2026
JavaScript 3 14% optional · 1 open now · since Sep 2026
C# 1 5% required in 100% · 1 open now · since Sep 2026
Julia 1 5% required in 100% · 1 open now · since Sep 2026
TypeScript 1 5% required in 100% · 1 open now · since Sep 2026
Java 1 5% optional · 1 open now · since Sep 2026
Kotlin 1 5% optional · 1 open now · since Sep 2026
Show all (9)
Rust1

What frameworks and libraries does Constructor Labs use?

PyTorch is named in 14% of job postings at Constructor Labs, followed by DGL (10%), JAX (10%), Angular (5%).

PyTorch 3 14% required in 100% · 2 open now · since Dec 2025
DGL 2 10% required in 100% · 1 open now · since Sep 2026
JAX 2 10% required in 50% · 2 open now · since Sep 2026
Angular 1 5% required in 100% · 1 open now · since Sep 2026
Asyncio 1 5% required in 100% · 1 open now · since Sep 2026
Dask 1 5% required in 100% · 1 open now · since Sep 2026
Pytest 1 5% required in 100% · 1 open now · since Sep 2026
ROS 1 5% required in 100% · 1 open now · since Nov 2026
Show all (15)
Ray1
React.js1
Scikit-learn1
Svelte1
TensorFlow1
Vue.js1
OpenTelemetry1

What databases does Constructor Labs use?

MariaDB is named in 19% of job postings at Constructor Labs.

MariaDB 4 19% optional · 4 open now · since Sep 2026

What cloud and platforms does Constructor Labs use?

ElevenLabs is named in 10% of job postings at Constructor Labs, followed by Linux (10%), Kubernetes (10%), .NET (5%).

ElevenLabs 2 10% required in 100% · since Sep 2026
Linux 2 10% required in 100% · 2 open now · since Sep 2026
Kubernetes 2 10% required in 50% · 2 open now · since Sep 2026
.NET 1 5% required in 100% · 1 open now · since Sep 2026
AWS 1 5% required in 100% · 1 open now · since Sep 2026
MLFlow 1 5% required in 100% · 1 open now · since Sep 2026

What developer tools does Constructor Labs use?

Adobe After Effects is named in 10% of job postings at Constructor Labs, followed by Adobe Illustrator (10%), Adobe Photoshop (10%), Ansible (5%).

Adobe After Effects 2 10% required in 100% · since Sep 2026
Adobe Illustrator 2 10% required in 100% · since Sep 2026
Adobe Photoshop 2 10% required in 100% · since Sep 2026
Ansible 1 5% required in 100% · 1 open now · since Sep 2026
Docker 1 5% optional · 1 open now · since Sep 2026
Prometheus 1 5% optional · 1 open now · since Sep 2026
Terraform 1 5% optional · 1 open now · since Sep 2026

What AI and ML technologies does Constructor Labs use?

ChatGPT is named in 10% of job postings at Constructor Labs, followed by LLM (10%).

ChatGPT 2 10% required in 100% · since Sep 2026
LLM 2 10% required in 100% · 1 open now · since Jun 2025

Which engineering practices does Constructor Labs ask for?

Machine Learning is named in 38% of job postings at Constructor Labs, followed by Digital Twin (24%), Human-in-the-Loop (10%), Incident Management (10%).

Machine Learning 8 38% required in 100% · 7 open now · since Dec 2025
Digital Twin 5 24% required in 100% · 4 open now · since Sep 2026
Human-in-the-Loop 2 10% required in 100% · 2 open now · since Dec 2025
Incident Management 2 10% required in 100% · 2 open now · since Aug 2026
Knowledge Graph 2 10% required in 100% · 2 open now · since Dec 2025
LLM Evaluation 2 10% required in 100% · 1 open now · since Sep 2026
NLP 2 10% required in 100% · 2 open now · since Dec 2025
RLHF 2 10% required in 100% · 2 open now · since Dec 2025
Show all (23)
World Models2
CI/CD1
Configuration Management1
Edge AI1
Explainable AI1
GNN1
GitOps1
Interpretability1
Model Predictive Control1
Motion Planning1
Multimodal AI1
Obstacle Avoidance1
Path Planning1
Platform Engineering1
Time Series1

What does each Constructor Labs team work with?

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

Early Careers

3 postings
DGL2
LLM2
PyTorch2
Python2

See the open roles

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How is the Constructor Labs 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
MariaDBSep 2026
Digital TwinSep 2026
C++Sep 2026
DGLSep 2026
LLM EvaluationSep 2026
LinuxSep 2026
JAXSep 2026
KubernetesSep 2026
Not named for 6 months
Knowledge GraphDec 2025
Human-in-the-LoopDec 2025
NLPDec 2025
RLHFDec 2025

How modern is the Constructor Labs stack?

Cutting-edge AI adopter 80/100

Constructor Labs scores 80 out of 100 (Cutting-edge). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 2; legacy ones: 0.

How common is the Constructor Labs stack in its industry?

Share of the 741 companies in the same industries, whose stack Alion knows, that use each technology.

Python62%
MariaDB1%
C++30%
JavaScript23%
PyTorch18%
ChatGPT4%
DGL0%
ElevenLabs0%
JAX6%
Kubernetes22%

What sets Constructor Labs apart

MariaDB1%

Questions about the Constructor Labs tech stack

What programming languages does Constructor Labs use?

The languages named in Constructor Labs job postings are Python (43%), C++ (14%), JavaScript (14%), C# (5%), Julia (5%), as a share of the 21 postings of the last 12 months.

Does Constructor Labs use PyTorch?

Yes. PyTorch is named in 3 of 21 job postings (14%) and required in 3 of them.

What cloud and platforms does Constructor Labs use?

The cloud and platforms named in Constructor Labs job postings are ElevenLabs (2), Linux (2), Kubernetes (2) (postings in brackets).

What skills do you need for a Early Careers job at Constructor Labs?

Early Careers postings at Constructor Labs most often require DGL (2), LLM (2), PyTorch (2), Python (2), out of 3 postings in the last 12 months.

Is the Constructor Labs tech stack changing?

Yes. MariaDB, Digital Twin, C++, DGL first appeared in Constructor Labs job postings in the last six months.

How modern is the Constructor Labs tech stack?

Constructor Labs scores 80 out of 100 (Cutting-edge). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 2; legacy ones: 0.

How does Alion know the Constructor Labs tech stack?

Alion reads every job posting Constructor Labs publishes and tags the technologies each one names. The figures on this page count the 21 postings of the last 12 months and were updated on Nov 14, 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, "Constructor Labs tech stack: 63 technologies from 21 job postings", as of Nov 14, 2026. https://alion.io/company/constructorlabs/technologies

Licence: CC BY-SA 4.0JSON