Wayve
Machine Learning · Autonomous Driving

Wayve tech stack

Wayve builds mostly with Python, C++, SQL, Bash. Its stack also includes PyTorch, Linux, Azure, CUDA. Python is named in 201 of the 405 job postings Wayve published in the last 12 months (50%). Counted by Alion from the job postings of Wayve, updated Nov 10, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 10, 2026
Technologies in use
177
Postings analysed
405
Open now
164
Modernity
80 /100
New in 6 months
8

What programming languages does Wayve use?

Python is named in 50% of job postings at Wayve, followed by C++ (29%), SQL (9%), Bash (6%).

Python 201 50% required in 91% · 83 open now · since Oct 2025
C++ 119 29% required in 86% · 48 open now · since Oct 2025
SQL 38 9% required in 89% · 18 open now · since Mar 2026
Bash 24 6% required in 92% · 9 open now · since Feb 2026
Rust 22 5% required in 73% · 10 open now · since Oct 2025
Go 15 4% required in 67% · 2 open now · since Mar 2026
TypeScript 12 3% required in 67% · 3 open now · since Jun 2026
JavaScript 10 2% required in 30% · 1 open now · since May 2026
Show all (14)
R7
MATLAB4
Java4
Node JS4
Scala2
PowerShell1

What frameworks and libraries does Wayve use?

PyTorch is named in 28% of job postings at Wayve, followed by CUDA (6%), Ray (5%), ROS (3%).

PyTorch 115 28% required in 55% · 20 open now · since Apr 2025
CUDA 26 6% required in 50% · 9 open now · since Feb 2026
Ray 22 5% required in 55% · 8 open now · since Mar 2026
ROS 14 3% required in 43% · 7 open now · since Jun 2026
OpenTelemetry 10 2% required in 70% · 4 open now · since Mar 2026
React.js 8 2% required in 75% · since Jun 2026
SciPy 7 2% required in 100% · 1 open now · since Mar 2026
Statsmodels 7 2% required in 100% · 1 open now · since Mar 2026
Show all (33)
dplyr7
Triton6
FSDP6
OpenCL5
ROS25
Dagster5
DeepSpeed5
JAX5
Pytest4
Material UI4
GTSAM4
OpenCV4
Hadoop3
TensorFlow3
FAISS2
FastAPI2
PyTorch Lightning2
Ceres Solver2
Accelerate1
Flask1
MLIR1
Metasploit1
PostGIS1
Transformers1
Metaflow1

What databases does Wayve use?

PostgreSQL is named in 1% of job postings at Wayve, followed by ClickHouse (<1%), LanceDB (<1%), Delta Lake (<1%).

PostgreSQL 3 1% required in 67% · 2 open now · since Aug 2026
ClickHouse 2 <1% required in 100% · 1 open now · since Aug 2026
LanceDB 2 <1% required in 100% · 1 open now · since Aug 2026
Delta Lake 2 <1% required in 50% · 1 open now · since Sep 2026
Milvus 2 <1% required in 50% · since Jun 2026

What cloud and platforms does Wayve use?

Linux is named in 23% of job postings at Wayve, followed by Azure (11%), Kubernetes (10%), Flyte (7%).

Linux 92 23% required in 85% · 36 open now · since Feb 2026
Azure 43 11% required in 74% · 19 open now · since Mar 2026
Kubernetes 40 10% required in 70% · 14 open now · since Mar 2026
Flyte 30 7% required in 60% · 12 open now · since Mar 2026
NVIDIA Drive 29 7% required in 86% · 14 open now · since Oct 2025
Spark 26 6% required in 69% · 12 open now · since Jun 2026
Datadog 25 6% required in 60% · 11 open now · since Mar 2026
Grafana 24 6% required in 54% · 10 open now · since Mar 2026
Show all (30)
Databricks20
GCP19
AWS18
Buildkite15
GitLab CI8
GitHub Actions6
Looker6
GitHub5
RTOS5
Apache Kafka4
Azure DevOps4
Splunk4
Bitbucket4
GitLab2
Okta2
Prefect2
Windows2
Airflow2
MLFlow2
Together AI1
Ubuntu1
Tableau1

What developer tools does Wayve use?

Docker is named in 8% of job postings at Wayve, followed by Git (7%), Jenkins (5%), Terraform (4%).

Docker 32 8% required in 53% · 12 open now · since Feb 2026
Git 29 7% required in 66% · 14 open now · since Feb 2026
Jenkins 19 5% required in 58% · 8 open now · since Feb 2026
Terraform 17 4% required in 82% · 7 open now · since Mar 2026
JFrog Artifactory 15 4% required in 47% · 6 open now · since Feb 2026
Prometheus 12 3% required in 50% · 4 open now · since Mar 2026
Ansible 9 2% required in 100% · 5 open now · since Aug 2026
TensorRT 8 2% required in 100% · 2 open now · since May 2026
Show all (27)
Cursor8
Bazel7
pySpark6
OpenAI Codex4
Model Context Protocol4
Claude Code4
CMake4
Protobuf4
Simulink3
ONNX2
SolidWorks2
ArgoCD1
Ghidra1
IBM DOORS1
Podman1
SysML1
Wireshark1
gRPC1
Argo Workflows1

What AI and ML technologies does Wayve use?

VLM is named in 2% of job postings at Wayve, followed by LLM (1%), Gaussian Splatting (1%), Claude (1%).

VLM 9 2% required in 56% · 2 open now · since May 2026
LLM 5 1% required in 60% · 2 open now · since Aug 2026
Gaussian Splatting 5 1% required in 40% · 1 open now · since May 2026
Claude 4 1% required in 100% · 2 open now · since Jul 2026

Which engineering practices does Wayve ask for?

Embodied AI is named in 94% of job postings at Wayve, followed by Machine Learning (25%), CI/CD (13%), Multimodal AI (11%).

Embodied AI 381 94% required in 61% · 164 open now · since Apr 2025
Machine Learning 100 25% required in 84% · 34 open now · since Feb 2026
CI/CD 52 13% required in 90% · 20 open now · since Feb 2026
Multimodal AI 44 11% required in 80% · 13 open now · since May 2026
Computer Vision 37 9% required in 84% · 13 open now · since Mar 2026
Synthetic Data 26 6% required in 100% · 8 open now · since Feb 2026
Reinforcement Learning 22 5% required in 91% · 8 open now · since May 2026
World Models 22 5% required in 86% · 6 open now · since May 2026
Show all (64)
AI Agents21
Reinforcement Learning18
Imitation Learning18
Incident Management17
Platform Engineering15
Reward Modeling14
Model Distillation12
Vision-Language-Action12
Sensor Fusion11
Knowledge Distillation9
Post-training9
Sim-to-Real8
Verification & Validation8
SLAM8
Motion Planning8
Embeddings7
Mixture of Experts6
Self-Supervised Learning6
Fine-tuning5
RLHF5
Agentic Workflows5
Teleoperation5
A/B Testing4
Self-Healing4
Pre-training4
ETL/ELT3
FMEA3
Human-in-the-Loop3
Physical AI3
SFT3
SLI/SLO/SLA3
TCP/IP3

And 24 more, each named in fewer postings.

What does each Wayve team work with?

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

AI/ML

66 postings
PyTorch48
Python45
CUDA12
C++10
TensorRT8
OpenCL5

Backend

61 postings
Python43
C++29
Linux23
NVIDIA Drive15
Kubernetes10
Azure9

DevOps

36 postings
Linux22
Python17
Azure14
Kubernetes12
AWS10
C++10

Leadership

35 postings
C++13
Linux12
NVIDIA Drive3
Rust3
SQL3
Grafana2

Product

25 postings
Azure4
Claude4
Cursor4
Docker4
Flyte4
Kubernetes4

See the open roles

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How much does Wayve pay by technology?

Median stated pay of the postings that name each technology, against the median of all Wayve postings with stated pay: $305k across 155 postings.

TechnologyPostings with payMedianvs company median
Python82$311k+2%
C++50$300k−2%
PyTorch47$370k+21%
Linux38$298k−2%
SQL16$267k−13%
NVIDIA Drive15$298k−2%
CUDA13$370k+21%
Rust13$267k−13%
Azure12$289k−5%
Kubernetes11$311k+2%

How is the Wayve 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
HadoopOct 2026
FMEAOct 2026
Verification & ValidationOct 2026
RTOSSep 2026
SolidWorksSep 2026
SFTSep 2026
Physical AISep 2026
AirflowSep 2026
Rising
Spark3% → 8%
Kubernetes6% → 10%
SQL6% → 10%
Flyte5% → 8%
Incident Management2% → 5%
Ansible0% → 3%
Post-training0% → 3%
Verification & Validation0% → 3%
Falling
PyTorch38% → 25%
Docker14% → 6%
Computer Vision15% → 8%
Synthetic Data12% → 5%
Reinforcement Learning9% → 4%
CUDA9% → 5%
Reinforcement Learning9% → 5%
GCP8% → 4%

How modern is the Wayve stack?

Cutting-edge AI adopter 80/100

Wayve 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: 4; legacy ones: 0.

How common is the Wayve stack in its industry?

Share of the 877 companies in the same industries, whose stack Alion knows, that use each technology.

Python68%
C++25%
PyTorch27%
Linux27%
Azure30%
Kubernetes35%
SQL35%
Flyte1%
NVIDIA Drive1%
CUDA10%

What sets Wayve apart

Flyte1%
NVIDIA Drive1%
Buildkite1%
R0%
SciPy4%
Statsmodels0%
dplyr0%
FSDP3%
Looker4%
Triton4%

Questions about the Wayve tech stack

What programming languages does Wayve use?

The languages named in Wayve job postings are Python (50%), C++ (29%), SQL (9%), Bash (6%), Rust (5%), as a share of the 405 postings of the last 12 months.

Does Wayve use PyTorch?

Yes. PyTorch is named in 115 of 405 job postings (28%) and required in 63 of them.

What cloud and platforms does Wayve use?

The cloud and platforms named in Wayve job postings are Linux (92), Azure (43), Kubernetes (40) (postings in brackets).

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

AI/ML postings at Wayve most often require PyTorch (48), Python (45), CUDA (12), C++ (10), out of 66 postings in the last 12 months.

Is the Wayve tech stack changing?

Yes. Hadoop, FMEA, Verification & Validation, RTOS first appeared in Wayve job postings in the last six months.

How modern is the Wayve tech stack?

Wayve 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: 4; legacy ones: 0.

How does Alion know the Wayve tech stack?

Alion reads every job posting Wayve publishes and tags the technologies each one names. The figures on this page count the 405 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, "Wayve tech stack: 177 technologies from 405 job postings", as of Nov 10, 2026. https://alion.io/company/wayve/technologies

Licence: CC BY-SA 4.0JSON