Wayve tech stack

Wayve builds mostly with Python, C++, SQL, Bash. Its stack also includes PyTorch, Ignite, Linux, Azure. Python is named in 103 of the 201 job postings Wayve published in the last 12 months (51%). Counted by Alion from the job postings of Wayve, updated Sep 26, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 26, 2026
Technologies in use
160
Postings analysed
201
Open now
174
Modernity
80 /100
New in 6 months
8

What programming languages does Wayve use?

Python is named in 51% of job postings at Wayve, followed by C++ (31%), SQL (8%), Bash (6%).

Python 103 51% required in 89% · 84 open now · since Oct 2025
C++ 62 31% required in 85% · 47 open now · since Oct 2025
SQL 16 8% required in 94% · 14 open now · since Mar 2026
Bash 13 6% required in 85% · 8 open now · since Feb 2026
Rust 11 5% required in 82% · 9 open now · since Oct 2025
Go 11 5% required in 64% · 10 open now · since Mar 2026
TypeScript 6 3% required in 67% · 5 open now · since Jun 2026
JavaScript 6 3% required in 33% · 5 open now · since May 2026
Show all (14)
R5
Java3
Node JS2
MATLAB1
PowerShell1
Scala1

What frameworks and libraries does Wayve use?

PyTorch is named in 43% of job postings at Wayve, followed by Ignite (43%), CUDA (7%), Ray (6%).

PyTorch 87 43% required in 43% · 76 open now · since Apr 2025
Ignite 87 43% required in 10% · 76 open now · since Apr 2025
CUDA 14 7% required in 50% · 12 open now · since Feb 2026
Ray 13 6% required in 54% · 13 open now · since May 2026
PyTorch C++ 11 5% required in 100% · 9 open now · since Feb 2026
ROS 7 3% required in 43% · 6 open now · since Jun 2026
OpenTelemetry 6 3% required in 67% · 6 open now · since Mar 2026
FSDP 6 3% optional · 5 open now · since May 2026
Show all (32)
SciPy5
Statsmodels5
dplyr5
React.js5
DeepSpeed5
JAX5
OpenCL3
Dagster3
Triton3
ROS22
FastAPI2
Material UI2
PyTorch Lightning2
GTSAM2
OpenCV2
Accelerate1
FAISS1
Flask1
MLIR1
PoC Library1
Pytest1
TensorFlow1
Ceres Solver1
Metaflow1

What databases does Wayve use?

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

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

What cloud and platforms does Wayve use?

Linux is named in 24% of job postings at Wayve, followed by Azure (11%), Kubernetes (10%), CUDA Toolkit (7%).

Linux 48 24% required in 81% · 37 open now · since Feb 2026
Azure 22 11% required in 59% · 21 open now · since Mar 2026
Kubernetes 21 10% required in 62% · 20 open now · since Mar 2026
CUDA Toolkit 15 7% required in 53% · 12 open now · since Feb 2026
Flyte 15 7% required in 53% · 13 open now · since May 2026
NVIDIA Drive 14 7% required in 64% · 9 open now · since Oct 2025
Grafana 14 7% required in 36% · 13 open now · since Mar 2026
GCP 13 6% required in 54% · 12 open now · since Mar 2026
Show all (28)
Datadog13
AWS11
Spark11
Databricks10
Buildkite7
GitHub Actions3
GitLab CI3
Apache Kafka2
Azure DevOps2
GitHub2
Splunk2
Bitbucket2
GitLab1
Looker1
MLFlow1
Okta1
Prefect1
RTOS1
Windows1
Airflow1

What developer tools does Wayve use?

Docker is named in 9% of job postings at Wayve, followed by Git (6%), Terraform (5%), Jenkins (4%).

Docker 18 9% required in 61% · 11 open now · since Feb 2026
Git 12 6% required in 67% · 6 open now · since Feb 2026
Terraform 10 5% required in 70% · 10 open now · since Mar 2026
Jenkins 9 4% required in 67% · 4 open now · since Feb 2026
Prometheus 8 4% required in 50% · 8 open now · since Mar 2026
JFrog Artifactory 7 3% required in 57% · 2 open now · since Feb 2026
TensorRT 5 2% required in 100% · 4 open now · since May 2026
Ansible 4 2% required in 100% · 4 open now · since Aug 2026
Show all (21)
pySpark3
Cursor3
Model Context Protocol2
ONNX2
OpenAI Codex2
Bazel2
CMake2
Protobuf2
Simulink1
SolidWorks1
gRPC1
Argo Workflows1
Claude Code1

What AI and ML technologies does Wayve use?

VLM is named in 3% of job postings at Wayve, followed by Gaussian Splatting (1%), Claude (1%), LLM (1%).

VLM 6 3% required in 67% · 5 open now · since May 2026
Gaussian Splatting 3 1% required in 33% · 2 open now · since May 2026
Claude 2 1% required in 100% · 2 open now · since Jul 2026
LLM 2 1% required in 50% · 2 open now · since Aug 2026

Which engineering practices does Wayve ask for?

Embodied AI is named in 88% of job postings at Wayve, followed by Machine Learning (29%), Multimodal AI (13%), CI/CD (12%).

Embodied AI 176 88% required in 17% · 170 open now · since Apr 2025
Machine Learning 58 29% required in 79% · 51 open now · since Feb 2026
Multimodal AI 26 13% required in 81% · 21 open now · since May 2026
CI/CD 25 12% required in 84% · 20 open now · since Feb 2026
Computer Vision 18 9% required in 72% · 16 open now · since May 2026
Synthetic Data 17 8% required in 100% · 16 open now · since Feb 2026
World Models 15 7% required in 80% · 15 open now · since May 2026
Reinforcement Learning 14 7% required in 93% · 11 open now · since May 2026
Show all (56)
Reinforcement Learning13
Reward Modeling10
AI Agents10
Imitation Learning10
Platform Engineering8
Vision-Language-Action8
Sim-to-Real7
Incident Management7
Model Distillation7
Mixture of Experts6
RLHF5
Sensor Fusion5
Knowledge Distillation4
Post-training4
SLAM4
Fine-tuning3
Self-Healing3
Agentic Workflows3
Embeddings3
Self-Supervised Learning3
Motion Planning3
ETL/ELT2
Pre-training2
TCP/IP2
Teleoperation2
LLM Evaluation2
A/B Testing1
DHCP1
DNS1
Human-in-the-Loop1
IAM1
KV Cache1

And 16 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

41 postings
PyTorch31
Python26
PyTorch C++11
CUDA Toolkit8
C++7
CUDA7

Backend

28 postings
Python19
C++12
Linux10
Docker4
NVIDIA Drive4
React.js4

DevOps

18 postings
Linux11
Python11
Azure7
C++7
Kubernetes7
AWS5

Leadership

16 postings
C++6
Linux6
Rust2

Data Science

12 postings
Python11
SQL11
SciPy5
Statsmodels5
dplyr5
Flyte3

Product

12 postings
Azure2
Claude2
Cursor2
Docker2
Flyte2
Kubernetes2

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: $311k across 72 postings.

TechnologyPostings with payMedianvs company median
Python41$312k0%
Ignite33$370k+19%
PyTorch33$370k+19%
C++25$311k0%
Linux19$298k−4%
NVIDIA Drive8$298k−4%
CUDA Toolkit7$382k+23%
CUDA7$382k+23%
Azure7$311k0%
Rust7$267k−14%

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
GitHubSep 2026
GTSAMSep 2026
Post-trainingSep 2026
Agentic WorkflowsAug 2026
Motion PlanningAug 2026
PyTorch LightningAug 2026
AnsibleAug 2026
GitHub ActionsAug 2026
Rising
Spark0% → 8%
World Models4% → 9%
Flyte4% → 9%
Model Distillation0% → 5%
Ray4% → 8%
Rust2% → 6%
Incident Management0% → 4%
Platform Engineering2% → 5%
Falling
C++43% → 26%
CI/CD21% → 9%
Synthetic Data15% → 6%
NVIDIA Drive13% → 4%
JFrog Artifactory9% → 1%
Git11% → 4%
Jenkins9% → 3%
Docker13% → 8%

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 250 companies in the same industries, whose stack Alion knows, that use each technology.

Python77%
Ignite1%
PyTorch37%
C++37%
Linux39%
Azure36%
Kubernetes44%
SQL47%
CUDA Toolkit16%
Flyte2%

What sets Wayve apart

Ignite1%
Flyte2%
NVIDIA Drive2%
Buildkite2%
FSDP4%
R1%
Statsmodels0%
dplyr0%
Dagster4%
Gaussian Splatting4%

Questions about the Wayve tech stack

What programming languages does Wayve use?

The languages named in Wayve job postings are Python (51%), C++ (31%), SQL (8%), Bash (6%), Rust (5%), as a share of the 201 postings of the last 12 months.

Does Wayve use PyTorch?

Yes. PyTorch is named in 87 of 201 job postings (43%) and required in 37 of them.

What cloud and platforms does Wayve use?

The cloud and platforms named in Wayve job postings are Linux (48), Azure (22), Kubernetes (21) (postings in brackets).

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

AI/ML postings at Wayve most often require PyTorch (31), Python (26), PyTorch C++ (11), CUDA Toolkit (8), out of 41 postings in the last 12 months.

Is the Wayve tech stack changing?

Yes. GitHub, GTSAM, Post-training, Agentic Workflows 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 201 postings of the last 12 months and were updated on Sep 26, 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: 160 technologies from 201 job postings", as of Sep 26, 2026. https://alion.io/company/wayve/technologies

Licence: CC BY-SA 4.0JSON