X2Robot tech stack

X2Robot builds mostly with C++, Python, MATLAB, Java. Its stack also includes ROS2, Linux, PyTorch, Kubernetes. C++ is named in 24 of the 68 job postings X2Robot published in the last 12 months (35%). Counted by Alion from the job postings of X2Robot, updated Oct 16, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 16, 2026
Technologies in use
125
Postings analysed
68
Open now
68
Modernity
84 /100
New in 6 months
8

What programming languages does X2Robot use?

C++ is named in 35% of job postings at X2Robot, followed by Python (29%), MATLAB (6%), Java (4%).

C++ 24 35% required in 100% · 24 open now · since May 2025
Python 20 29% required in 100% · 20 open now · since May 2025
MATLAB 4 6% required in 100% · 4 open now · since Jul 2025
Java 3 4% required in 100% · 3 open now · since Nov 2025
Rust 2 3% required in 100% · 2 open now · since May 2026
C# 1 1% required in 100% · 1 open now · since Aug 2026
Go 1 1% required in 100% · 1 open now · since Sep 2026
SQL 1 1% required in 100% · 1 open now · since Sep 2026
Show all (11)
C1
JavaScript1
Node JS1

What frameworks and libraries does X2Robot use?

ROS2 is named in 31% of job postings at X2Robot, followed by PyTorch (12%), MuJoCo (9%), OpenVLA (6%).

ROS2 21 31% required in 100% · 21 open now · since May 2025
PyTorch 8 12% required in 100% · 8 open now · since May 2025
MuJoCo 6 9% required in 100% · 6 open now · since May 2025
OpenVLA 4 6% required in 100% · 4 open now · since May 2025
Isaac Lab 3 4% required in 100% · 3 open now · since Apr 2026
TensorFlow 3 4% required in 100% · 3 open now · since Sep 2025
Diffusion Policy 2 3% required in 100% · 2 open now · since May 2025
JAX 2 3% required in 100% · 2 open now · since May 2025
Show all (26)
OpenTelemetry2
ROS2
FFmpeg1
Flink1
GStreamer1
Hadoop1
Nav21
Nest.JS1
NumPy1
ONNX Runtime1
Open3D1
OpenCV1
Pandas1
PoC Library1
Ray1
SGLang1
Tracing1
Transformers1

What databases does X2Robot use?

PostgreSQL is named in 4% of job postings at X2Robot, followed by ClickHouse (3%), StarRocks (3%), Apache Doris (1%).

PostgreSQL 3 4% required in 100% · 3 open now · since Jan 2026
ClickHouse 2 3% required in 100% · 2 open now · since Apr 2026
StarRocks 2 3% required in 100% · 2 open now · since Apr 2026
Apache Doris 1 1% required in 100% · 1 open now · since Apr 2026
Apache Iceberg 1 1% required in 100% · 1 open now · since Apr 2026
Delta Lake 1 1% required in 100% · 1 open now · since Apr 2026
MySQL 1 1% required in 100% · 1 open now · since Sep 2026
Redis 1 1% required in 100% · 1 open now · since Sep 2026

What cloud and platforms does X2Robot use?

Linux is named in 19% of job postings at X2Robot, followed by Kubernetes (9%), GitHub (4%), Hugging Face (4%).

Linux 13 19% required in 100% · 13 open now · since May 2025
Kubernetes 6 9% required in 100% · 6 open now · since Jun 2025
GitHub 3 4% required in 100% · 3 open now · since Dec 2025
Hugging Face 3 4% required in 100% · 3 open now · since Dec 2025
GitLab CI 2 3% required in 100% · 2 open now · since Mar 2026
Grafana 2 3% required in 100% · 2 open now · since May 2026
Spark 2 3% required in 100% · 2 open now · since Apr 2026
Amazon S3 1 1% required in 100% · 1 open now · since Jun 2026
Show all (15)
Apache Kafka1
FreeRTOS1
GitLab1
K3s1
Postman1
RTOS1
SIEM1

What developer tools does X2Robot use?

Docker is named in 9% of job postings at X2Robot, followed by Isaac Sim (9%), Gazebo (7%), EtherCAT (4%).

Docker 6 9% required in 100% · 6 open now · since May 2026
Isaac Sim 6 9% required in 67% · 6 open now · since Jun 2025
Gazebo 5 7% required in 100% · 5 open now · since May 2025
EtherCAT 3 4% required in 100% · 3 open now · since May 2025
Podman 3 4% required in 100% · 3 open now · since May 2026
WebRTC 3 4% required in 100% · 3 open now · since Jan 2026
Ansible 2 3% required in 100% · 2 open now · since Aug 2026
Isaac Gym 2 3% required in 100% · 2 open now · since May 2025
Show all (36)
Prometheus2
RViz2
Wireshark2
Apache APISIX1
CANopen1
CMake1
Claude Code1
Cursor1
Cyclone DDS1
Envoy1
Fast DDS1
Git1
Harbor1
Helm1
JMeter1
Jaeger1
Jenkins1
Kustomize1
MQTT1
Model Context Protocol1
Nginx1
ONNX1
Simulink1
Terraform1
WebSockets1
Zenoh1
gRPC1
rqt1

What AI and ML technologies does X2Robot use?

VLM is named in 9% of job postings at X2Robot, followed by LLM (4%), Qwen (1%).

VLM 6 9% required in 100% · 6 open now · since Mar 2026
LLM 3 4% required in 100% · 3 open now · since Jul 2026
Qwen 1 1% required in 100% · 1 open now · since Jun 2026

Which engineering practices does X2Robot ask for?

Vision-Language-Action is named in 18% of job postings at X2Robot, followed by CI/CD (16%), Sim-to-Real (6%), AI Agents (4%).

Vision-Language-Action 12 18% required in 100% · 12 open now · since Jun 2025
CI/CD 11 16% required in 100% · 11 open now · since Jul 2025
Sim-to-Real 4 6% required in 100% · 4 open now · since Apr 2026
AI Agents 3 4% required in 100% · 3 open now · since May 2026
DNS 2 3% required in 100% · 2 open now · since Aug 2026
Embodied AI 2 3% required in 100% · 2 open now · since Jan 2026
Function Calling 2 3% required in 100% · 2 open now · since Jul 2026
GitOps 2 3% required in 100% · 2 open now · since May 2026
Show all (26)
PPO2
RAG2
SLAM2
Tool Use2
CNN1
DPO1
IAM1
Mapping1
PKI1
RLHF1
Reinforcement Learning1
Reinforcement Learning1
SLI/SLO/SLA1
TCP/IP1
Visual-Inertial Odometry1
Wi-Fi1
World Models1
eBPF1

What does each X2Robot team work with?

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

AI/ML

20 postings
C++6
PyTorch6
ROS25
OpenVLA4
Python4
MuJoCo3

Robotics

10 postings
C++5
ROS25
Linux4
Python3
Gazebo2
Wireshark2

Industrial Engineering

9 postings
C++5
Python4
ROS24
Isaac Sim3
MuJoCo3
Docker2

Backend

7 postings
Python4
C++2
ROS22

DevOps

7 postings
Python4
Docker2
Linux2
PostgreSQL2
ROS22
WebRTC2

Hardware

6 postings
C++4
EtherCAT2
Linux2
ROS22

See the open roles

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How is the X2Robot 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
RAGSep 2026
AnsibleAug 2026
DNSAug 2026
LLMJul 2026
Function CallingJul 2026
Tool UseJul 2026
SLAMJun 2026
AI AgentsMay 2026
Rising
Linux10% → 42%
CI/CD13% → 32%
LLM0% → 16%
Docker10% → 16%
Kubernetes10% → 16%
Falling
Vision-Language-Action27% → 0%
ROS243% → 26%
VLM17% → 0%
PyTorch10% → 0%
Isaac Sim10% → 5%
MATLAB10% → 5%
Not named for 6 months
JAXApr 2026

How modern is the X2Robot stack?

Cutting-edge AI adopter 84/100

X2Robot scores 84 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: 3; legacy ones: 0.

How common is the X2Robot stack in its industry?

Share of the 989 companies in the same industries, whose stack Alion knows, that use each technology.

C++19%
ROS22%
Python74%
Linux32%
PyTorch19%
Kubernetes46%
MuJoCo1%
VLM2%
MATLAB3%
OpenVLA0%

What sets X2Robot apart

ROS22%
MuJoCo1%
VLM2%
MATLAB3%
OpenVLA0%
Isaac Lab1%

Questions about the X2Robot tech stack

What programming languages does X2Robot use?

The languages named in X2Robot job postings are C++ (35%), Python (29%), MATLAB (6%), Java (4%), Rust (3%), as a share of the 68 postings of the last 12 months.

Does X2Robot use ROS2?

Yes. ROS2 is named in 21 of 68 job postings (31%) and required in 21 of them.

What cloud and platforms does X2Robot use?

The cloud and platforms named in X2Robot job postings are Linux (13), Kubernetes (6), GitHub (3) (postings in brackets).

What skills do you need for a AI/ML job at X2Robot?

AI/ML postings at X2Robot most often require C++ (6), PyTorch (6), ROS2 (5), OpenVLA (4), out of 20 postings in the last 12 months.

Is the X2Robot tech stack changing?

Yes. RAG, Ansible, DNS, LLM first appeared in X2Robot job postings in the last six months.

How modern is the X2Robot tech stack?

X2Robot scores 84 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: 3; legacy ones: 0.

How does Alion know the X2Robot tech stack?

Alion reads every job posting X2Robot publishes and tags the technologies each one names. The figures on this page count the 68 postings of the last 12 months and were updated on Oct 16, 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, "X2Robot tech stack: 125 technologies from 68 job postings", as of Oct 16, 2026. https://alion.io/company/x2robot/technologies

Licence: CC BY-SA 4.0JSON