Serve Robotics tech stack

Serve Robotics builds mostly with Python, C++, SQL, JavaScript. Its stack also includes Linux, GCP, OpenTelemetry, BigQuery. Python is named in 10 of the 46 job postings Serve Robotics published in the last 12 months (22%). Counted by Alion from the job postings of Serve Robotics, updated Sep 26, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 26, 2026
Technologies in use
69
Postings analysed
46
Open now
25
Modernity
80 /100
New in 6 months
8

What programming languages does Serve Robotics use?

Python is named in 22% of job postings at Serve Robotics, followed by C++ (7%), SQL (7%), JavaScript (7%).

Python 10 22% required in 90% · 3 open now · since Oct 2025
C++ 3 7% required in 100% · 2 open now · since Dec 2025
SQL 3 7% required in 100% · since Oct 2025
JavaScript 3 7% required in 33% · since Apr 2026
Node JS 2 4% required in 50% · since Apr 2026
Bash 1 2% required in 100% · 1 open now · since May 2026
PowerShell 1 2% required in 100% · since Apr 2026
TypeScript 1 2% required in 100% · since Jul 2026

What frameworks and libraries does Serve Robotics use?

OpenTelemetry is named in 4% of job postings at Serve Robotics, followed by Accelerate (2%), Commander.js (2%), LangGraph (2%).

OpenTelemetry 2 4% required in 100% · since Apr 2026
Accelerate 1 2% required in 100% · since Dec 2025
Commander.js 1 2% required in 100% · since Apr 2026
LangGraph 1 2% required in 100% · since Jul 2026
MuJoCo 1 2% required in 100% · since Dec 2025
PyTorch 1 2% required in 100% · since Dec 2025
PyTorch C++ 1 2% required in 100% · since Dec 2025
RLlib 1 2% required in 100% · since Dec 2025
Show all (14)
Ray1
React.js1
Unity1
Vue.js1
LangChain1
Supervision1

What databases does Serve Robotics use?

BigQuery is named in 2% of job postings at Serve Robotics, followed by Google BigQuery (2%).

BigQuery 1 2% optional · since Jul 2026
Google BigQuery 1 2% optional · since Jul 2026

What cloud and platforms does Serve Robotics use?

Linux is named in 11% of job postings at Serve Robotics, followed by GCP (11%), Grafana (4%), Kubernetes (4%).

Linux 5 11% required in 100% · 2 open now · since Apr 2026
GCP 5 11% required in 80% · since Apr 2026
Grafana 2 4% required in 100% · since Apr 2026
Kubernetes 2 4% required in 100% · since Dec 2025
Opsgenie 2 4% required in 100% · since Apr 2026
PagerDuty 2 4% required in 100% · since Apr 2026
AWS 1 2% required in 100% · since Apr 2026
Auth0 1 2% required in 100% · since Apr 2026
Show all (20)
Azure1
CUDA Toolkit1
GitHub1
GitHub Actions1
Label Studio1
Okta1
OpenAI1
RTOS1
SentinelOne1
Unix1
Wazuh1
Google Cloud Run1

What developer tools does Serve Robotics use?

Prometheus is named in 4% of job postings at Serve Robotics, followed by CVAT (2%), Claude Code (2%), Copilot (2%).

Prometheus 2 4% required in 100% · since Apr 2026
CVAT 1 2% required in 100% · since Oct 2025
Claude Code 1 2% required in 100% · since Jul 2026
Copilot 1 2% required in 100% · since Jul 2026
Gazebo 1 2% required in 100% · since Dec 2025
Isaac Sim 1 2% required in 100% · since Dec 2025
Model Context Protocol 1 2% required in 100% · since Jul 2026
OpenAI Codex 1 2% required in 100% · since Jul 2026
Show all (9)
Terraform1

What AI and ML technologies does Serve Robotics use?

ChatGPT is named in 2% of job postings at Serve Robotics, followed by Gemini (2%).

ChatGPT 1 2% required in 100% · since Oct 2025
Gemini 1 2% required in 100% · since Jul 2026

Which engineering practices does Serve Robotics ask for?

Computer Vision is named in 100% of job postings at Serve Robotics, followed by Machine Learning (100%), CI/CD (7%), Incident Management (7%).

Computer Vision 46 100% required in 15% · 25 open now · since Oct 2025
Machine Learning 46 100% required in 9% · 25 open now · since Oct 2025
CI/CD 3 7% required in 100% · since Apr 2026
Incident Management 3 7% required in 100% · 1 open now · since Apr 2026
Multimodal AI 2 4% required in 100% · 1 open now · since Oct 2025
SLI/SLO/SLA 2 4% required in 100% · 1 open now · since Aug 2026
AI Agents 1 2% required in 100% · since Dec 2025
Edge AI 1 2% required in 100% · 1 open now · since Feb 2026
Show all (14)
Embeddings1
IAM1
PPO1
Reinforcement Learning1
Reinforcement Learning1
Sim-to-Real1

What does each Serve Robotics team work with?

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

Hardware

5 postings
Python3
Linux2

Industrial Engineering

3 postings
GCP2
Grafana2
Linux2
OpenTelemetry2
Opsgenie2
PagerDuty2

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How much does Serve Robotics pay by technology?

Median stated pay of the postings that name each technology, against the median of all Serve Robotics postings with stated pay: $62k across 45 postings.

TechnologyPostings with payMedianvs company median
Python9$190k+206%
Linux5$202k+226%

How is the Serve Robotics 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
SLI/SLO/SLAAug 2026
CI/CDApr 2026
Incident ManagementApr 2026
JavaScriptApr 2026
GrafanaApr 2026
OpenTelemetryApr 2026
OpsgenieApr 2026
PagerDutyApr 2026
Falling
Linux27% → 4%
GCP20% → 8%
Not named for 6 months
Multimodal AIMar 2026

How modern is the Serve Robotics stack?

Cutting-edge AI adopter 80/100

Serve Robotics 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: 2; legacy ones: 0.

How common is the Serve Robotics stack in its industry?

Share of the 103 companies in the same industries, whose stack Alion knows, that use each technology.

Python63%
GCP20%
Linux51%
C++56%
JavaScript33%
SQL23%
Grafana12%
Kubernetes24%
Node JS13%
OpenTelemetry1%

Questions about the Serve Robotics tech stack

What programming languages does Serve Robotics use?

The languages named in Serve Robotics job postings are Python (22%), C++ (7%), SQL (7%), JavaScript (7%), Node JS (4%), as a share of the 46 postings of the last 12 months.

Does Serve Robotics use OpenTelemetry?

Yes. OpenTelemetry is named in 2 of 46 job postings (4%) and required in 2 of them.

What cloud and platforms does Serve Robotics use?

The cloud and platforms named in Serve Robotics job postings are Linux (5), GCP (5), Grafana (2) (postings in brackets).

What skills do you need for a Hardware job at Serve Robotics?

Hardware postings at Serve Robotics most often require Python (3), Linux (2), out of 5 postings in the last 12 months.

Is the Serve Robotics tech stack changing?

Yes. SLI/SLO/SLA, CI/CD, Incident Management, JavaScript first appeared in Serve Robotics job postings in the last six months.

How modern is the Serve Robotics tech stack?

Serve Robotics 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: 2; legacy ones: 0.

How does Alion know the Serve Robotics tech stack?

Alion reads every job posting Serve Robotics publishes and tags the technologies each one names. The figures on this page count the 46 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, "Serve Robotics tech stack: 69 technologies from 46 job postings", as of Sep 26, 2026. https://alion.io/company/serve-robotics/technologies

Licence: CC BY-SA 4.0JSON