Symbotic tech stack

Symbotic builds mostly with Python, SQL, C#, C++. Its stack also includes Linux, RabbitMQ, Angular, React.js. Python is named in 48 of the 204 job postings Symbotic published in the last 12 months (24%). Counted by Alion from the job postings of Symbotic, updated Oct 2, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 2, 2026
Technologies in use
152
Postings analysed
204
Open now
130
Modernity
77 /100
New in 6 months
8

What programming languages does Symbotic use?

Python is named in 24% of job postings at Symbotic, followed by SQL (21%), C# (13%), C++ (10%).

Python 48 24% required in 94% · 33 open now · since Apr 2026
SQL 43 21% required in 81% · 27 open now · since Apr 2026
C# 26 13% required in 81% · 17 open now · since Jul 2026
C++ 20 10% required in 80% · 13 open now · since Jul 2026
TypeScript 18 9% required in 83% · 9 open now · since Jul 2026
JavaScript 17 8% required in 65% · 8 open now · since Jul 2026
Node JS 7 3% required in 100% · 3 open now · since Jul 2026
Java 5 2% required in 100% · 2 open now · since Jul 2026
Show all (19)
Sass4
Bash4
C4
Rust2
Kotlin1
MATLAB1
PowerShell1
Go1
SPSS1
Scala1
Verilog1

What frameworks and libraries does Symbotic use?

Angular is named in 5% of job postings at Symbotic, followed by React.js (5%), Three.JS (4%), ROS (3%).

Angular 11 5% required in 100% · 5 open now · since Jul 2026
React.js 11 5% required in 91% · 5 open now · since Jul 2026
Three.JS 8 4% required in 100% · 4 open now · since Jul 2026
ROS 7 3% required in 86% · 4 open now · since Jul 2026
Next.js 4 2% required in 100% · 2 open now · since Jul 2026
Vue.js 4 2% required in 100% · 2 open now · since Jul 2026
ZeroMQ 4 2% required in 100% · 2 open now · since Jul 2026
NumPy 3 1% required in 100% · 1 open now · since Jul 2026
Show all (25)
OpenCV3
Pandas3
TensorFlow3
PyTorch3
ROS23
SciPy2
TensorFlow C++2
robot_localization2
PyTorch C++2
Pytest2
ASP.NET Core1
Mockito1
RxJava1
Vert.x1
WPF1
BullMQ1
JAX1

What databases does Symbotic use?

Snowflake is named in 5% of job postings at Symbotic, followed by Redis (4%), PostgreSQL (3%), MS SQL (1%).

Snowflake 10 5% required in 70% · 7 open now · since Jul 2026
Redis 9 4% required in 100% · 5 open now · since Jul 2026
PostgreSQL 6 3% required in 67% · 4 open now · since Jul 2026
MS SQL 2 1% optional · 2 open now · since Sep 2026
SQLite 1 <1% optional · 1 open now · since Jul 2026

What cloud and platforms does Symbotic use?

Linux is named in 22% of job postings at Symbotic, followed by RabbitMQ (12%), Kubernetes (8%), .NET (6%).

Linux 44 22% required in 89% · 25 open now · since Apr 2026
RabbitMQ 25 12% required in 84% · 14 open now · since Jul 2026
Kubernetes 16 8% required in 69% · 11 open now · since Jul 2026
.NET 12 6% required in 92% · 7 open now · since Jul 2026
Apache Kafka 12 6% required in 75% · 5 open now · since Jul 2026
Azure 10 5% required in 80% · 7 open now · since Jul 2026
Tableau 10 5% required in 60% · 7 open now · since Jul 2026
Power BI 8 4% required in 88% · 7 open now · since Jul 2026
Show all (31)
GCP7
GitHub7
AWS6
NATS5
Windows4
Amazon ECS4
GitLab4
Active Directory3
VMWare3
Grafana3
Google GKE2
Unix2
Databricks2
ActiveMQ1
Figma1
GitHub Actions1
Google Cloud Run1
Looker1
QlikSense1
SIEM1
Weights & Biases1
RTOS1
UserTesting1

What developer tools does Symbotic use?

Docker is named in 8% of job postings at Symbotic, followed by Microsoft Excel (6%), SolidWorks (5%), Copilot (5%).

Docker 16 8% required in 69% · 12 open now · since Jul 2026
Microsoft Excel 12 6% required in 100% · 9 open now · since Jul 2026
SolidWorks 11 5% required in 100% · 9 open now · since Jun 2026
Copilot 11 5% required in 73% · 7 open now · since Jul 2026
Cursor 11 5% required in 73% · 7 open now · since Jul 2026
Windsurf 11 5% required in 73% · 7 open now · since Jul 2026
Rest API 10 5% required in 80% · 6 open now · since Jul 2026
Git 9 4% required in 89% · 5 open now · since Jul 2026
Show all (33)
Jenkins8
Ansible5
WebGPU4
Blender4
AWX3
Helm3
ONNX3
AutoCAD2
MQTT2
Terraform2
TestRail2
gRPC2
Adobe XD1
Altium Designer1
Eagle1
Fusion 3601
Gazebo1
Model Context Protocol1
OrCAD1
Sketch1
TensorBoard1
TensorRT1
WebSockets1
Prometheus1
Zabbix1

What AI and ML technologies does Symbotic use?

LLM is named in 1% of job postings at Symbotic, followed by Gaussian Splatting (<1%).

LLM 2 1% required in 100% · 1 open now · since Jul 2026
Gaussian Splatting 1 <1% required in 100% · 1 open now · since Aug 2026

Which engineering practices does Symbotic ask for?

Machine Learning is named in 100% of job postings at Symbotic, followed by CI/CD (10%), Digital Twin (8%), AI Agents (3%).

Machine Learning 204 100% required in 77% · 130 open now · since Oct 2025
CI/CD 21 10% required in 100% · 15 open now · since Jul 2026
Digital Twin 17 8% required in 94% · 11 open now · since Jul 2026
AI Agents 7 3% required in 57% · 6 open now · since Jul 2026
Sensor Fusion 6 3% required in 83% · 4 open now · since Jul 2026
TCP/IP 6 3% required in 67% · 1 open now · since Jul 2026
Computer Vision 5 2% required in 100% · 5 open now · since Aug 2026
Path Planning 5 2% required in 60% · 4 open now · since Jul 2026
Show all (37)
SLAM4
Localization3
IAM3
ETL/ELT2
Motion Planning2
Perception2
Platform Engineering2
Synthetic Data2
Vision-Language-Action2
Incident Management2
A/B Testing2
Reinforcement Learning2
Reinforcement Learning2
Agentic Workflows1
Autonomous Navigation1
DHCP1
Data Augmentation1
FinOps1
GitOps1
Human-in-the-Loop1
LLM Guardrails1
Multi-Agent Systems1
RAG1
SLI/SLO/SLA1
Shift-Left1
Sim-to-Real1
Time Series Forecasting1
Edge AI1
Wi-Fi1

What does each Symbotic team work with?

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

Backend

28 postings
RabbitMQ17
TypeScript14
C#12
.NET11
JavaScript11
Angular10

Robotics

27 postings
SolidWorks7
C++6
Python5
C#4
Linux3
Copilot2

DevOps

16 postings
Linux14
Python14
SQL14

Management

14 postings
Linux2
Power BI2
SQL2

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How much does Symbotic pay by technology?

Median stated pay of the postings that name each technology, against the median of all Symbotic postings with stated pay: $149k across 135 postings.

TechnologyPostings with payMedianvs company median
Linux34$113k−24%
Python32$132k−11%
SQL27$98k−34%
C#13$205k+38%
C++12$205k+38%
RabbitMQ12$188k+27%
Kubernetes10$172k+16%
Tableau9$172k+16%
Apache Kafka8$172k+16%
Power BI7$139k−7%

How is the Symbotic 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
OpenCVSep 2026
TensorFlow C++Sep 2026
Vision-Language-ActionSep 2026
robot_localizationSep 2026
MS SQLSep 2026
ONNXSep 2026
TensorFlowSep 2026
AutoCADSep 2026

How modern is the Symbotic stack?

Cutting-edge AI adopter 77/100

Symbotic scores 77 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 Symbotic stack in its industry?

Share of the 1,000 companies in the same industries, whose stack Alion knows, that use each technology.

Python42%
Linux21%
SQL44%
C#15%
RabbitMQ7%
C++13%
TypeScript25%
JavaScript34%
Kubernetes23%
.NET9%

What sets Symbotic apart

Three.JS1%
ROS4%
NATS1%
C3%
Sass2%
ZeroMQ1%
NumPy4%
OpenCV3%
Pandas4%
ROS23%

Questions about the Symbotic tech stack

What programming languages does Symbotic use?

The languages named in Symbotic job postings are Python (24%), SQL (21%), C# (13%), C++ (10%), TypeScript (9%), as a share of the 204 postings of the last 12 months.

Does Symbotic use Angular?

Yes. Angular is named in 11 of 204 job postings (5%) and required in 11 of them.

What cloud and platforms does Symbotic use?

The cloud and platforms named in Symbotic job postings are Linux (44), RabbitMQ (25), Kubernetes (16) (postings in brackets).

What skills do you need for a Backend job at Symbotic?

Backend postings at Symbotic most often require RabbitMQ (17), TypeScript (14), C# (12), .NET (11), out of 28 postings in the last 12 months.

Is the Symbotic tech stack changing?

Yes. OpenCV, TensorFlow C++, Vision-Language-Action, robot_localization first appeared in Symbotic job postings in the last six months.

How modern is the Symbotic tech stack?

Symbotic scores 77 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 Symbotic tech stack?

Alion reads every job posting Symbotic publishes and tags the technologies each one names. The figures on this page count the 204 postings of the last 12 months and were updated on Oct 2, 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, "Symbotic tech stack: 152 technologies from 204 job postings", as of Oct 2, 2026. https://alion.io/company/symbotic/technologies

Licence: CC BY-SA 4.0JSON