Rhoda AI
Industrial Robotics · Humanoid Robots

Rhoda AI tech stack

Rhoda AI builds mostly with Python, C++, Rust, MATLAB. Its stack also includes Linux, ROS, ROS2, AWS. Python is named in 24 of the 74 job postings Rhoda AI published in the last 12 months (32%). Counted by Alion from the job postings of Rhoda AI, updated Nov 10, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 10, 2026
Technologies in use
146
Postings analysed
74
Open now
44
Modernity
77 /100
New in 6 months
6

What programming languages does Rhoda AI use?

Python is named in 32% of job postings at Rhoda AI, followed by C++ (20%), Rust (11%), MATLAB (5%).

Python 24 32% required in 88% · 16 open now · since Apr 2026
C++ 15 20% required in 93% · 10 open now · since Mar 2026
Rust 8 11% required in 100% · 5 open now · since May 2026
MATLAB 4 5% required in 50% · 1 open now · since May 2026
Go 2 3% required in 100% · 2 open now · since Apr 2026
Bash 1 1% required in 100% · 1 open now · since Aug 2026
PHP 1 1% optional · 1 open now · since Oct 2026
SQL 1 1% optional · since Jul 2026

What frameworks and libraries does Rhoda AI use?

ROS is named in 18% of job postings at Rhoda AI, followed by ROS2 (15%), PyTorch (14%), JAX (7%).

ROS 13 18% required in 46% · 9 open now · since May 2026
ROS2 11 15% required in 55% · 7 open now · since May 2026
PyTorch 10 14% required in 100% · 6 open now · since May 2026
JAX 5 7% required in 100% · 4 open now · since May 2026
Triton 5 7% required in 80% · 4 open now · since May 2026
CUDA 4 5% required in 75% · 2 open now · since May 2026
Ray 3 4% required in 67% · 2 open now · since May 2026
Apache TVM 2 3% required in 100% · 2 open now · since Oct 2026
Show all (26)
FSDP2
NumPy2
XLA2
CUTLASS2
DeepSpeed1
IREE1
MLIR1
Megatron-LM1
ONNX Runtime1
Open3D1
OpenCV1
ROCm1
Ray Serve1
SGLang1
SciPy1
Flink1
MuJoCo1
OpenTelemetry1

What databases does Rhoda AI use?

Amazon Redshift is named in 3% of job postings at Rhoda AI, followed by Google BigQuery (3%), Snowflake (3%), Delta Lake (1%).

Amazon Redshift 2 3% required in 50% · 2 open now · since Apr 2026
Google BigQuery 2 3% required in 50% · 2 open now · since Apr 2026
Snowflake 2 3% required in 50% · 2 open now · since Apr 2026
Delta Lake 1 1% optional · 1 open now · since May 2026
InfluxDB 1 1% optional · 1 open now · since Apr 2026
PostgreSQL 1 1% optional · 1 open now · since Apr 2026
TimescaleDB 1 1% optional · 1 open now · since Apr 2026

What cloud and platforms does Rhoda AI use?

Linux is named in 18% of job postings at Rhoda AI, followed by AWS (11%), GCP (9%), Kubernetes (8%).

Linux 13 18% required in 69% · 9 open now · since May 2026
AWS 8 11% required in 63% · 6 open now · since Apr 2026
GCP 7 9% required in 71% · 5 open now · since Apr 2026
Kubernetes 6 8% required in 83% · 4 open now · since Apr 2026
Amazon S3 4 5% required in 75% · 3 open now · since Apr 2026
RTOS 3 4% required in 67% · 1 open now · since May 2026
Figma 2 3% required in 100% · 2 open now · since Sep 2026
TorchServe 2 3% required in 100% · 1 open now · since May 2026
Show all (21)
vLLM2
Azure2
Apache Kafka2
Grafana2
FreeRTOS1
Framer1
Looker1
MLFlow1
NATS1
Spark1
Tableau1
Webflow1
Weights & Biases1

What developer tools does Rhoda AI use?

EtherCAT is named in 12% of job postings at Rhoda AI, followed by SolidWorks (11%), gRPC (9%), Fusion 360 (7%).

EtherCAT 9 12% required in 56% · 3 open now · since May 2026
SolidWorks 8 11% required in 75% · 1 open now · since Apr 2026
gRPC 7 9% required in 29% · 4 open now · since May 2026
Fusion 360 5 7% required in 100% · since Jul 2026
TensorRT 5 7% required in 80% · 3 open now · since May 2026
Docker 4 5% required in 75% · 3 open now · since May 2026
Simulink 4 5% required in 50% · 1 open now · since May 2026
CATIA 3 4% required in 100% · 2 open now · since May 2026
Show all (32)
SLURM3
WebSockets3
Prometheus3
MQTT2
OPC UA2
Altium Designer1
Cortex1
Git1
TPU1
Triton Inference Server1
ANSYS1
AWS Trainium1
Adobe After Effects1
Bazel1
Blender1
Foxglove Studio1
Groq1
IBM DOORS1
InfiniBand1
Isaac Sim1
OpenFOAM1
Pulumi1
Terraform1
WordPress1

What AI and ML technologies does Rhoda AI use?

AWQ is named in 3% of job postings at Rhoda AI, followed by LLM (3%), Claude (1%), GPTQ (1%).

AWQ 2 3% required in 100% · 1 open now · since May 2026
LLM 2 3% optional · 1 open now · since May 2026
Claude 1 1% required in 100% · 1 open now · since Sep 2026
GPTQ 1 1% required in 100% · 1 open now · since Nov 2026
CLIP 1 1% optional · 1 open now · since May 2026
VLM 1 1% optional · 1 open now · since May 2026

Which engineering practices does Rhoda AI ask for?

World Models is named in 100% of job postings at Rhoda AI, followed by Teleoperation (22%), Post-training (11%), Computer Vision (9%).

World Models 74 100% required in 100% · 44 open now · since Mar 2026
Teleoperation 16 22% required in 63% · 10 open now · since Apr 2026
Post-training 8 11% required in 100% · 7 open now · since Apr 2026
Computer Vision 7 9% required in 57% · 6 open now · since Mar 2026
CI/CD 6 8% required in 83% · 3 open now · since May 2026
Multimodal AI 6 8% required in 67% · 3 open now · since May 2026
Pre-training 5 7% required in 100% · 5 open now · since May 2026
Quantization 5 7% required in 80% · 3 open now · since May 2026
Show all (46)
Knowledge Distillation4
Model Distillation4
GD&T4
Imitation Learning4
FMEA3
Machine Learning3
Physical AI3
Platform Engineering3
Embodied AI3
Reinforcement Learning3
Reinforcement Learning3
Speculative Decoding3
Anomaly Detection2
Fine-tuning2
Perception2
Sensor Fusion2
DNS2
Sim-to-Real2
TCP/IP2
Vision-Language-Action2
Autonomous Navigation1
EU AI Act1
Edge AI1
Error Budget1
GRPO1
KV Cache1
Motion Planning1
PPO1
Path Planning1
Reward Modeling1
SFT1
SLI/SLO/SLA1

And 6 more, each named in fewer postings.

What does each Rhoda AI team work with?

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

Robotics

13 postings
Python6
C++4
SolidWorks4
Fusion 3603
Linux3
PyTorch2

AI/ML

9 postings
PyTorch6
JAX4
TensorRT3
AWQ2
CUDA2
FSDP2

Industrial Engineering

8 postings
CATIA3
Python3
Fusion 3602
SolidWorks2

DevOps

6 postings
Python3
C++2

See the open roles

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How much does Rhoda AI pay by technology?

Median stated pay of the postings that name each technology, against the median of all Rhoda AI postings with stated pay: $250k across 57 postings.

TechnologyPostings with payMedianvs company median
Python16$265k+6%
C++10$250k0%
PyTorch6$300k+20%
ROS6$280k+12%
Linux6$250k0%
ROS25$280k+12%
AWS5$280k+12%
GCP5$280k+12%
Kubernetes5$280k+12%
Rust5$250k0%

How is the Rhoda AI 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
Apache TVMOct 2026
CUTLASSOct 2026
FigmaSep 2026
Fusion 360Jul 2026
FMEAJun 2026
OPC UAJun 2026
Rising
AWS8% → 12%
Falling
SolidWorks18% → 0%
EtherCAT18% → 4%
Fusion 36013% → 0%
ROS220% → 8%
Linux23% → 12%
ROS23% → 12%
Teleoperation25% → 15%
Kubernetes10% → 0%
Not named for 6 months
TorchServeMay 2026
Apache KafkaMay 2026

How modern is the Rhoda AI stack?

Cutting-edge AI adopter 77/100

Rhoda AI scores 77 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: 6; legacy ones: 0.

How common is the Rhoda AI stack in its industry?

Share of the 255 companies in the same industries, whose stack Alion knows, that use each technology.

Python81%
C++74%
Linux60%
ROS41%
ROS242%
PyTorch43%
AWS33%
Rust21%
GCP19%
Kubernetes30%

Questions about the Rhoda AI tech stack

What programming languages does Rhoda AI use?

The languages named in Rhoda AI job postings are Python (32%), C++ (20%), Rust (11%), MATLAB (5%), Go (3%), as a share of the 74 postings of the last 12 months.

Does Rhoda AI use ROS?

Yes. ROS is named in 13 of 74 job postings (18%) and required in 6 of them.

What cloud and platforms does Rhoda AI use?

The cloud and platforms named in Rhoda AI job postings are Linux (13), AWS (8), GCP (7) (postings in brackets).

What skills do you need for a Robotics job at Rhoda AI?

Robotics postings at Rhoda AI most often require Python (6), C++ (4), SolidWorks (4), Fusion 360 (3), out of 13 postings in the last 12 months.

Is the Rhoda AI tech stack changing?

Yes. Apache TVM, CUTLASS, Figma, Fusion 360 first appeared in Rhoda AI job postings in the last six months.

How modern is the Rhoda AI tech stack?

Rhoda AI scores 77 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: 6; legacy ones: 0.

How does Alion know the Rhoda AI tech stack?

Alion reads every job posting Rhoda AI publishes and tags the technologies each one names. The figures on this page count the 74 postings of the last 12 months and were updated on Nov 10, 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, "Rhoda AI tech stack: 146 technologies from 74 job postings", as of Nov 10, 2026. https://alion.io/company/rhoda/technologies

Licence: CC BY-SA 4.0JSON