Bot Auto
Road Transport · Autonomous Driving

Bot Auto tech stack

Bot Auto builds mostly with Python, C++, JavaScript, TypeScript. Its stack also includes Kubernetes, AWS, PyTorch, CUDA. Python is named in 21 of the 25 job postings Bot Auto published in the last 12 months (84%). Counted by Alion from the job postings of Bot Auto, updated Nov 13, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 13, 2026
Technologies in use
116
Postings analysed
25
Open now
19
Modernity
72 /100
New in 6 months
8

What programming languages does Bot Auto use?

Python is named in 84% of job postings at Bot Auto, followed by C++ (44%), JavaScript (32%), TypeScript (32%).

Python 21 84% required in 81% · 16 open now · since May 2026
C++ 11 44% required in 100% · 11 open now · since Jun 2026
JavaScript 8 32% required in 100% · 6 open now · since Jun 2026
TypeScript 8 32% required in 100% · 6 open now · since Jun 2026
Go 6 24% required in 100% · 5 open now · since Jun 2026
PowerShell 2 8% required in 100% · 1 open now · since Sep 2026
Rust 2 8% required in 100% · 2 open now · since Sep 2026
Embedded C 1 4% required in 100% · 1 open now · since Jul 2026
Show all (12)
MATLAB1
C1
Kotlin1
SQL1

What frameworks and libraries does Bot Auto use?

PyTorch is named in 28% of job postings at Bot Auto, followed by CUDA (20%), OpenTelemetry (12%), LangChain (8%).

PyTorch 7 28% required in 57% · 7 open now · since May 2026
CUDA 5 20% required in 80% · 5 open now · since Jun 2026
OpenTelemetry 3 12% required in 100% · 2 open now · since Jul 2026
LangChain 2 8% required in 100% · 1 open now · since Sep 2026
ROS 2 8% required in 100% · 2 open now · since Jun 2026
React.js 2 8% required in 100% · 2 open now · since Jun 2026
Transformers 2 8% required in 50% · 2 open now · since Jul 2026
AutoGen 1 4% required in 100% · since Sep 2026
Show all (16)
Dagster1
LangGraph1
LlamaIndex1
OpenCL1
ROS21
TensorFlow1
Unreal Engine1
OpenGL1

What cloud and platforms does Bot Auto use?

Kubernetes is named in 36% of job postings at Bot Auto, followed by AWS (32%), GCP (20%), Apache Kafka (16%).

Kubernetes 9 36% required in 100% · 7 open now · since Jun 2026
AWS 8 32% required in 100% · 6 open now · since Jun 2026
GCP 5 20% required in 80% · 3 open now · since Jun 2026
Apache Kafka 4 16% required in 100% · 3 open now · since Jun 2026
Linux 4 16% required in 100% · 4 open now · since Jul 2026
NATS 4 16% required in 100% · 3 open now · since Jun 2026
Azure 4 16% required in 75% · 2 open now · since Jul 2026
Grafana 3 12% required in 100% · 2 open now · since Jul 2026
Show all (25)
RabbitMQ3
NVIDIA Drive3
Amazon EKS2
Azure AKS2
Google GKE2
Rancher2
SIEM2
Windows2
RTOS2
API Gateway1
Flyte1
Kubeflow1
Microsoft Entra ID1
Okta1
OpenAI1
Prefect1
VMWare1

What developer tools does Bot Auto use?

Docker is named in 20% of job postings at Bot Auto, followed by Pulumi (20%), TensorRT (20%), Terraform (20%).

Docker 5 20% required in 100% · 4 open now · since Jun 2026
Pulumi 5 20% required in 100% · 4 open now · since Jul 2026
TensorRT 5 20% required in 100% · 5 open now · since Jul 2026
Terraform 5 20% required in 100% · 4 open now · since Jul 2026
Ansible 3 12% required in 100% · 2 open now · since Jul 2026
Argo Workflows 3 12% required in 100% · 2 open now · since Jul 2026
Loki 3 12% required in 100% · 2 open now · since Jul 2026
ONNX 3 12% required in 100% · 3 open now · since Jul 2026
Show all (29)
OpenTofu3
Prometheus3
Git3
Apache APISIX2
Kong2
MQTT2
ArgoCD1
Bazel1
CARLA1
CATIA1
CMake1
Conan1
HashiCorp Vault1
Isaac Sim1
Model Context Protocol1
Proxmox VE1
Simulink1
SolidWorks1
Wireshark1
minikube1
IBM DOORS1

What AI and ML technologies does Bot Auto use?

LLM is named in 20% of job postings at Bot Auto.

LLM 5 20% required in 100% · 4 open now · since Jun 2026

Which engineering practices does Bot Auto ask for?

AI Agents is named in 36% of job postings at Bot Auto, followed by CI/CD (28%), Machine Learning (28%), IAM (16%).

AI Agents 9 36% required in 89% · 8 open now · since May 2026
CI/CD 7 28% required in 100% · 6 open now · since Jul 2026
Machine Learning 7 28% required in 100% · 4 open now · since Jun 2026
IAM 4 16% required in 100% · 4 open now · since Sep 2026
Reinforcement Learning 4 16% required in 100% · 4 open now · since May 2026
Reinforcement Learning 4 16% required in 100% · 4 open now · since May 2026
Agentic Workflows 3 12% required in 100% · 3 open now · since Sep 2026
Computer Vision 3 12% required in 100% · 3 open now · since Jul 2026
Show all (32)
Human-in-the-Loop3
LLM Guardrails3
Platform Engineering3
Multi-Agent Systems3
Model Distillation2
PKI2
PPO2
Physical AI2
Quantization2
RAG2
SLAM2
World Models2
FMEA1
Function Calling1
GitOps1
HPC1
Knowledge Distillation1
MIL-STD-8821
Motion Planning1
Multimodal AI1
Prompt Engineering1
Synthetic Data1
VPN1
Verification & Validation1

What other technologies does Bot Auto use?

StateFlow is named in 4% of job postings at Bot Auto.

StateFlow 1 4% required in 100% · 1 open now · since Jul 2026

What does each Bot Auto team work with?

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

Backend

11 postings
Python11
AWS8
JavaScript8
Kubernetes8
TypeScript8
C++6

AI/ML

6 postings
PyTorch4
TensorRT4
C++3
ONNX3
Python3
CUDA2

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How is the Bot Auto 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
RustSep 2026
SIEMSep 2026
PowerShellSep 2026
WindowsSep 2026
IAMSep 2026
Apache APISIXSep 2026
KongSep 2026
PKISep 2026
Rising
JavaScript15% → 50%
TypeScript15% → 50%
Go8% → 42%
IAM0% → 33%
Kubernetes23% → 50%
CI/CD15% → 42%
LLM8% → 33%
Pulumi8% → 33%
Falling
PyTorch46% → 8%
TensorRT31% → 8%
Computer Vision23% → 0%
ONNX23% → 0%
Machine Learning38% → 17%
Reinforcement Learning23% → 8%
Reinforcement Learning23% → 8%

How modern is the Bot Auto stack?

Modern AI adopter 72/100

Bot Auto scores 72 out of 100 (Modern). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 1; legacy ones: 0.

How common is the Bot Auto stack in its industry?

Share of the 597 companies in the same industries, whose stack Alion knows, that use each technology.

Python38%
C++21%
Kubernetes18%
AWS19%
JavaScript24%
TypeScript18%
PyTorch13%
Go9%
CUDA10%
GCP12%

What sets Bot Auto apart

NATS1%
NVIDIA Drive1%
OpenTelemetry4%

Questions about the Bot Auto tech stack

What programming languages does Bot Auto use?

The languages named in Bot Auto job postings are Python (84%), C++ (44%), JavaScript (32%), TypeScript (32%), Go (24%), as a share of the 25 postings of the last 12 months.

Does Bot Auto use PyTorch?

Yes. PyTorch is named in 7 of 25 job postings (28%) and required in 4 of them.

What cloud and platforms does Bot Auto use?

The cloud and platforms named in Bot Auto job postings are Kubernetes (9), AWS (8), GCP (5) (postings in brackets).

What skills do you need for a Backend job at Bot Auto?

Backend postings at Bot Auto most often require Python (11), AWS (8), JavaScript (8), Kubernetes (8), out of 11 postings in the last 12 months.

Is the Bot Auto tech stack changing?

Yes. Rust, SIEM, PowerShell, Windows first appeared in Bot Auto job postings in the last six months.

How modern is the Bot Auto tech stack?

Bot Auto scores 72 out of 100 (Modern). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 1; legacy ones: 0.

How does Alion know the Bot Auto tech stack?

Alion reads every job posting Bot Auto publishes and tags the technologies each one names. The figures on this page count the 25 postings of the last 12 months and were updated on Nov 13, 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, "Bot Auto tech stack: 116 technologies from 25 job postings", as of Nov 13, 2026. https://alion.io/company/bot-auto/technologies

Licence: CC BY-SA 4.0JSON