RLWRLD tech stack

RLWRLD builds mostly with Python, C++, JavaScript, SQL. Its stack also includes Linux, PyTorch, ROS, AWS. Python is named in 16 of the 36 job postings RLWRLD published in the last 12 months (44%). Counted by Alion from the job postings of RLWRLD, updated Sep 27, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 27, 2026
Technologies in use
91
Postings analysed
36
Open now
34
Modernity
83 /100
New in 6 months
8

What programming languages does RLWRLD use?

Python is named in 44% of job postings at RLWRLD, followed by C++ (25%), JavaScript (3%), SQL (3%).

Python 16 44% required in 94% · 14 open now · since Nov 2025
C++ 9 25% required in 100% · 7 open now · since Nov 2025
JavaScript 1 3% required in 100% · 1 open now · since Jul 2026
SQL 1 3% required in 100% · 1 open now · since Dec 2025
Elixir 1 3% optional · 1 open now · since Jul 2026
PHP 1 3% optional · 1 open now · since Jul 2026

What frameworks and libraries does RLWRLD use?

PyTorch is named in 19% of job postings at RLWRLD, followed by ROS (19%), PoC Library (17%), ROS2 (17%).

PyTorch 7 19% required in 100% · 7 open now · since Dec 2025
ROS 7 19% required in 100% · 6 open now · since Nov 2025
PoC Library 6 17% required in 100% · 6 open now · since Jul 2025
ROS2 6 17% required in 100% · 5 open now · since Nov 2025
MuJoCo 3 8% required in 100% · 3 open now · since Jan 2026
TensorFlow 3 8% required in 100% · 3 open now · since Dec 2025
JAX 2 6% required in 100% · 2 open now · since Jul 2026
PyTorch C++ 2 6% required in 100% · 2 open now · since Jul 2026
Show all (17)
Django1
Laravel1
LeRobot1
NCCL1
OpenCV1
Pandas1
Phoenix LiveView1
Polars1
Transformers1

What cloud and platforms does RLWRLD use?

Linux is named in 25% of job postings at RLWRLD, followed by AWS (8%), Grafana (6%), RTOS (6%).

Linux 9 25% required in 100% · 7 open now · since Nov 2025
AWS 3 8% required in 100% · 3 open now · since Jul 2025
Grafana 2 6% required in 100% · 2 open now · since Dec 2025
RTOS 2 6% required in 100% · 2 open now · since Jan 2026
AWS Lambda 1 3% required in 100% · 1 open now · since Jan 2026
Amazon EKS 1 3% required in 100% · 1 open now · since Jan 2026
Amazon S3 1 3% required in 100% · 1 open now · since Dec 2025
Azure 1 3% required in 100% · 1 open now · since Jan 2026
Show all (24)
Azure AKS1
GCP1
GitHub1
GitHub Actions1
GitLab CI1
Google GKE1
Hugging Face1
Kibana1
Kubeflow1
Kubernetes1
MLFlow1
Prefect1
Superset1
TorchServe1
Weights & Biases1
Spark1

What developer tools does RLWRLD use?

Git is named in 14% of job postings at RLWRLD, followed by Claude Code (8%), Fusion 360 (8%), Isaac Sim (8%).

Git 5 14% required in 100% · 4 open now · since Dec 2025
Claude Code 3 8% required in 100% · 3 open now · since Mar 2026
Fusion 360 3 8% required in 100% · 3 open now · since Dec 2025
Isaac Sim 3 8% required in 100% · 3 open now · since Jan 2026
SolidWorks 3 8% required in 100% · 3 open now · since Dec 2025
Cursor 2 6% required in 100% · 2 open now · since Mar 2026
Docker 1 3% required in 100% · 1 open now · since Dec 2025
Gazebo 1 3% required in 100% · 1 open now · since Jul 2026
Show all (15)
InfiniBand1
Jenkins1
NVLink1
Prometheus1
SLURM1
Triton Inference Server1
pySpark1

What AI and ML technologies does RLWRLD use?

VLM is named in 19% of job postings at RLWRLD, followed by ChatGPT (6%), Claude (6%), LLM (6%).

VLM 7 19% required in 100% · 7 open now · since Jul 2026
ChatGPT 2 6% required in 100% · 2 open now · since Mar 2026
Claude 2 6% required in 100% · 2 open now · since Mar 2026
LLM 2 6% required in 100% · 2 open now · since Jul 2026

Which engineering practices does RLWRLD ask for?

Physical AI is named in 92% of job postings at RLWRLD, followed by Vision-Language-Action (36%), Imitation Learning (19%), Computer Vision (17%).

Physical AI 33 92% required in 100% · 33 open now · since Jul 2025
Vision-Language-Action 13 36% required in 100% · 13 open now · since Dec 2025
Imitation Learning 7 19% required in 100% · 7 open now · since Dec 2025
Computer Vision 6 17% required in 100% · 4 open now · since Jan 2026
Teleoperation 5 14% required in 100% · 4 open now · since Dec 2025
Fine-tuning 4 11% required in 100% · 2 open now · since Jul 2026
CI/CD 3 8% required in 100% · 2 open now · since Dec 2025
Machine Learning 3 8% required in 100% · 1 open now · since Jul 2026
Show all (25)
Embodied AI2
Localization2
Multimodal AI2
Reinforcement Learning2
Reinforcement Learning2
Sim-to-Real2
Behavior Tree1
ETL/ELT1
Edge AI1
HPC1
IAM1
Inverse Kinematics1
Model Predictive Control1
Motion Planning1
Time Series Forecasting1
Twelve-Factor App1
World Models1

What does each RLWRLD team work with?

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

AI/ML

8 postings
Python8
PyTorch5
C++4
VLM4
Git3
Isaac Sim3

Early Careers

5 postings
Claude Code3
ChatGPT2
Claude2
Cursor2
PoC Library2
Python2

Robotics

4 postings
Linux4
C++3
Python2
ROS2
ROS22
RTOS2

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How is the RLWRLD 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
Fine-tuningJul 2026
Multimodal AIJul 2026
Embodied AIJul 2026
LLMJul 2026
Reinforcement LearningJul 2026
Reinforcement LearningJul 2026
VLMJul 2026
Machine LearningJul 2026
Not named for 6 months
TensorFlowJan 2026
Sim-to-RealJan 2026
GrafanaJan 2026

How modern is the RLWRLD stack?

Cutting-edge AI adopter 83/100

RLWRLD scores 83 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: 4; legacy ones: 0.

How common is the RLWRLD stack in its industry?

Share of the 160 companies in the same industries, whose stack Alion knows, that use each technology.

Python88%
C++61%
Linux51%
PyTorch64%
ROS26%
VLM14%
PoC Library9%
ROS224%
AWS61%
MuJoCo13%

Questions about the RLWRLD tech stack

What programming languages does RLWRLD use?

The languages named in RLWRLD job postings are Python (44%), C++ (25%), JavaScript (3%), SQL (3%), Elixir (3%), as a share of the 36 postings of the last 12 months.

Does RLWRLD use PyTorch?

Yes. PyTorch is named in 7 of 36 job postings (19%) and required in 7 of them.

What cloud and platforms does RLWRLD use?

The cloud and platforms named in RLWRLD job postings are Linux (9), AWS (3), Grafana (2) (postings in brackets).

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

AI/ML postings at RLWRLD most often require Python (8), PyTorch (5), C++ (4), VLM (4), out of 8 postings in the last 12 months.

Is the RLWRLD tech stack changing?

Yes. Fine-tuning, Multimodal AI, Embodied AI, LLM first appeared in RLWRLD job postings in the last six months.

How modern is the RLWRLD tech stack?

RLWRLD scores 83 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: 4; legacy ones: 0.

How does Alion know the RLWRLD tech stack?

Alion reads every job posting RLWRLD publishes and tags the technologies each one names. The figures on this page count the 36 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, "RLWRLD tech stack: 91 technologies from 36 job postings", as of Sep 27, 2026. https://alion.io/company/rlwrld-inc/technologies

Licence: CC BY-SA 4.0JSON