42dot
Smart Mobility · Autonomous Driving

42dot tech stack

42dot builds mostly with Python, C++, Rust, Kotlin. Its stack also includes Linux, Kubernetes, PyTorch, ROS2. Python is named in 60 of the 142 job postings 42dot published in the last 12 months (42%). Counted by Alion from the job postings of 42dot, updated Nov 11, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 11, 2026
Technologies in use
255
Postings analysed
142
Open now
80
Modernity
78 /100
New in 6 months
8

What programming languages does 42dot use?

Python is named in 42% of job postings at 42dot, followed by C++ (40%), Rust (15%), Kotlin (11%).

Python 60 42% required in 83% · 36 open now · since Apr 2026
C++ 57 40% required in 84% · 33 open now · since Dec 2024
Rust 21 15% required in 52% · 10 open now · since Dec 2024
Kotlin 16 11% required in 81% · 10 open now · since Mar 2026
Java 10 7% required in 90% · 2 open now · since Jul 2026
Bash 7 5% required in 100% · 4 open now · since Jun 2026
JavaScript 7 5% required in 29% · 3 open now · since Apr 2026
SQL 5 4% required in 80% · 1 open now · since Jul 2026
Show all (18)
C5
Go4
Embedded C3
TypeScript3
C#2
HLSL2
MATLAB2
Lua1
Node JS1
Scala1

What frameworks and libraries does 42dot use?

PyTorch is named in 12% of job postings at 42dot, followed by ROS2 (5%), CUDA (5%), TensorFlow (4%).

PyTorch 17 12% required in 88% · 13 open now · since Apr 2026
ROS2 7 5% required in 86% · 2 open now · since May 2026
CUDA 7 5% required in 29% · 4 open now · since Jul 2026
TensorFlow 6 4% required in 67% · 6 open now · since Apr 2026
JAX 4 3% required in 100% · 3 open now · since Sep 2026
ROS 4 3% required in 75% · 2 open now · since Jun 2026
React.js 4 3% required in 75% · since Jul 2026
Appium 3 2% required in 100% · 1 open now · since Jul 2026
Show all (58)
Next.js3
TensorFlow C++3
Transformers3
Three.JS3
ONNX Runtime3
Ray3
Bootstrap2
FFmpeg2
GStreamer2
MLX ML2
Pytest2
SGLang2
TensorRT-LLM2
Unity2
Unreal Engine2
OpenCL2
Apache TVM1
DataStore1
DeepSpeed1
Espresso1
FastAPI1
Flask1
Hilt1
Jetpack Compose1
Keras1
LangChain1
MLIR1
Megatron-LM1
OkHttp1
OpenTelemetry1
React Three Fiber1
Retrofit1

And 18 more, each named in fewer postings.

What databases does 42dot use?

PostgreSQL is named in 2% of job postings at 42dot, followed by OpenSearch (2%), ElasticSearch (2%), Delta Lake (1%).

PostgreSQL 3 2% required in 100% · 2 open now · since Apr 2026
OpenSearch 3 2% required in 33% · since Jul 2026
ElasticSearch 3 2% optional · since Jul 2026
Delta Lake 2 1% required in 100% · 2 open now · since Apr 2026
Redis 1 1% required in 100% · since Jul 2026
ClickHouse 1 1% optional · since Jul 2026
InfluxDB 1 1% optional · 1 open now · since May 2026
SQLite 1 1% optional · since Jul 2026

What cloud and platforms does 42dot use?

Linux is named in 29% of job postings at 42dot, followed by Kubernetes (15%), AWS (13%), RTOS (8%).

Linux 41 29% required in 73% · 27 open now · since May 2026
Kubernetes 22 15% required in 41% · 12 open now · since Jul 2026
AWS 18 13% required in 39% · 9 open now · since Jul 2026
RTOS 12 8% required in 83% · 7 open now · since Jun 2026
Figma 10 7% required in 50% · 4 open now · since Jul 2026
Azure 7 5% required in 57% · 4 open now · since Jul 2026
GitLab CI 6 4% required in 100% · 4 open now · since Jun 2026
Spark 6 4% required in 50% · 3 open now · since Apr 2026
Show all (33)
GCP5
GitHub Actions5
GitLab5
Apache Kafka5
Datadog5
Grafana5
Databricks4
API Gateway3
Airflow3
FreeRTOS3
vLLM3
Buildkite2
Amazon EKS2
Hugging Face2
Framer2
Istio2
Amazon CloudWatch1
GitHub1
Looker1
Power BI1
U-Boot1
Amazon Kinesis1
Postman1
SIEM1
Tableau1

What developer tools does 42dot use?

Git is named in 14% of job postings at 42dot, followed by Docker (9%), Jenkins (6%), gRPC (6%).

Git 20 14% required in 90% · 11 open now · since May 2026
Docker 13 9% required in 62% · 7 open now · since Jun 2026
Jenkins 8 6% required in 75% · 6 open now · since Jun 2026
gRPC 8 6% required in 63% · 4 open now · since May 2026
Rest API 7 5% required in 86% · 3 open now · since Jul 2026
Bazel 7 5% required in 43% · 6 open now · since Jun 2026
MQTT 6 4% required in 67% · 4 open now · since Jul 2026
TensorRT 5 4% required in 60% · 4 open now · since Jul 2026
Show all (47)
Helm5
Prometheus5
WebSockets5
ProtoPie4
CMake4
Terraform4
ONNX3
ArgoCD3
Model Context Protocol3
CARLA3
Foxglove Studio2
SLURM2
llama.cpp2
Pulumi2
Copilot2
Envoy2
Gerrit2
Zenoh2
CloudFormation1
JMeter1
Locust1
Maestro1
SolidWorks1
TPU1
WebRTC1
Wireshark1
k61
3ds Max1
A2A1
Charles Proxy1
Claude Code1
Cursor1

And 7 more, each named in fewer postings.

What AI and ML technologies does 42dot use?

LLM is named in 17% of job postings at 42dot, followed by VLM (4%), AWQ (1%), GPTQ (1%).

LLM 24 17% required in 71% · 15 open now · since Jun 2026
VLM 6 4% required in 67% · 4 open now · since Apr 2026
AWQ 2 1% required in 100% · 1 open now · since Jul 2026
GPTQ 2 1% required in 100% · 1 open now · since Jul 2026
ChatGPT 2 1% optional · since Jul 2026
Gaussian Splatting 1 1% required in 100% · 1 open now · since Jul 2026
Claude 1 1% optional · since Jul 2026

Which engineering practices does 42dot ask for?

CI/CD is named in 28% of job postings at 42dot, followed by Machine Learning (14%), Vision-Language-Action (10%), AI Agents (10%).

CI/CD 40 28% required in 80% · 21 open now · since May 2026
Machine Learning 20 14% required in 95% · 12 open now · since Apr 2026
Vision-Language-Action 14 10% required in 79% · 10 open now · since Jul 2026
AI Agents 14 10% required in 43% · 8 open now · since Jul 2026
Computer Vision 12 8% required in 83% · 6 open now · since Jul 2026
World Models 11 8% required in 91% · 8 open now · since Jul 2026
Fine-tuning 9 6% required in 33% · 7 open now · since Jul 2026
Function Calling 9 6% required in 22% · 8 open now · since Jul 2026
Show all (83)
Reinforcement Learning7
Multimodal AI7
Physical AI6
Reinforcement Learning6
Edge AI6
Imitation Learning5
Post-training5
Synthetic Data5
TCP/IP5
Sensor Fusion5
Knowledge Distillation4
Motion Planning4
Quantization4
SLAM4
Self-Supervised Learning4
Wi-Fi4
NLP4
Platform Engineering4
DO-178C3
Model Distillation3
SLI/SLO/SLA3
Pre-training3
Verification & Validation3
IAM3
SFT3
Hybrid Search3
Semantic Search3
GitOps2
IEC 623042
LLM Guardrails2
Model Predictive Control2
RAG2

And 43 more, each named in fewer postings.

What other technologies does 42dot use?

Kotlin Coroutines is named in 1% of job postings at 42dot.

Kotlin Coroutines 1 1% required in 100% · 1 open now · since Jul 2026

What does each 42dot team work with?

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

AI/ML

31 postings
Python22
LLM13
PyTorch13
C++11
Kotlin4
Linux4

DevOps

16 postings
C++6
Linux6
Python6
Git5
GitLab CI4
Jenkins4

Product

15 postings
LLM2
RTOS2

Backend

14 postings
C++8
Linux5
Python5
Java3
Rust3
API Gateway2

Industrial Engineering

12 postings
C++9
Linux4
Rust4
MQTT3
gRPC3
C#2

QA

11 postings
Python5
C++4
Git4
Linux4
Appium2
Jenkins2

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How much does 42dot pay by technology?

Median stated pay of the postings that name each technology, against the median of all 42dot postings with stated pay: $250k across 25 postings.

TechnologyPostings with payMedianvs company median
Python17$254k+2%
C++13$248k−1%
Linux7$250k0%
PyTorch6$254k+2%

How is the 42dot 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
Hugging FaceOct 2026
IEC 62304Oct 2026
JAXSep 2026
FMEAAug 2026
Amazon EKSAug 2026
MATLABJul 2026
ONNX RuntimeJul 2026
Speculative DecodingJul 2026
Rising
Vision-Language-Action5% → 17%
World Models3% → 15%
JAX0% → 7%
RTOS6% → 12%
SLAM1% → 5%
TCP/IP3% → 5%
TensorRT3% → 5%
Datadog3% → 5%
Falling
Kubernetes23% → 7%
Docker14% → 3%
Java11% → 2%
GitLab CI8% → 0%
Kotlin14% → 7%
Computer Vision11% → 5%
Bash8% → 2%
Imitation Learning6% → 0%
Not named for 6 months
BootstrapApr 2026
Delta LakeApr 2026

How modern is the 42dot stack?

Cutting-edge AI adopter 78/100

42dot scores 78 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: 7; legacy ones: 0.

How common is the 42dot stack in its industry?

Share of the 545 companies in the same industries, whose stack Alion knows, that use each technology.

Python62%
C++42%
Linux46%
LLM25%
Kubernetes33%
Rust9%
AWS39%
PyTorch21%
Kotlin14%
RTOS15%

What sets 42dot apart

JAX4%
OpenSearch4%
Three.JS3%
vLLM4%

Questions about the 42dot tech stack

What programming languages does 42dot use?

The languages named in 42dot job postings are Python (42%), C++ (40%), Rust (15%), Kotlin (11%), Java (7%), as a share of the 142 postings of the last 12 months.

Does 42dot use PyTorch?

Yes. PyTorch is named in 17 of 142 job postings (12%) and required in 15 of them.

What cloud and platforms does 42dot use?

The cloud and platforms named in 42dot job postings are Linux (41), Kubernetes (22), AWS (18) (postings in brackets).

What skills do you need for a AI/ML job at 42dot?

AI/ML postings at 42dot most often require Python (22), LLM (13), PyTorch (13), C++ (11), out of 31 postings in the last 12 months.

Is the 42dot tech stack changing?

Yes. Hugging Face, IEC 62304, JAX, FMEA first appeared in 42dot job postings in the last six months.

How modern is the 42dot tech stack?

42dot scores 78 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: 7; legacy ones: 0.

How does Alion know the 42dot tech stack?

Alion reads every job posting 42dot publishes and tags the technologies each one names. The figures on this page count the 142 postings of the last 12 months and were updated on Nov 11, 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, "42dot tech stack: 255 technologies from 142 job postings", as of Nov 11, 2026. https://alion.io/company/42dot/technologies

Licence: CC BY-SA 4.0JSON