Tutor Intelligence
Industrial Robotics · Robotic Software & Control Systems

Tutor Intelligence tech stack

Tutor Intelligence builds mostly with Python, SQL, C++, TypeScript. Its stack also includes Linux, ROS, GitHub, PostgreSQL. Python is named in 24 of the 67 job postings Tutor Intelligence published in the last 12 months (36%). Counted by Alion from the job postings of Tutor Intelligence, updated Nov 13, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 13, 2026
Technologies in use
68
Postings analysed
67
Open now
55
Modernity
80 /100
New in 6 months
8

What programming languages does Tutor Intelligence use?

Python is named in 36% of job postings at Tutor Intelligence, followed by SQL (12%), C++ (7%), TypeScript (6%).

Python 24 36% required in 67% · 21 open now · since Feb 2025
SQL 8 12% required in 63% · 7 open now · since Apr 2026
C++ 5 7% required in 40% · 5 open now · since Aug 2025
TypeScript 4 6% required in 75% · 3 open now · since Feb 2025
Go 1 1% required in 100% · 1 open now · since Oct 2026
C 1 1% optional · 1 open now · since Oct 2026
Embedded C 1 1% optional · 1 open now · since Oct 2026
JavaScript 1 1% optional · 1 open now · since May 2026
Show all (9)
Rust1

What frameworks and libraries does Tutor Intelligence use?

ROS is named in 10% of job postings at Tutor Intelligence, followed by JAX (1%), PyTorch (1%), React.js (1%).

ROS 7 10% required in 14% · 6 open now · since Aug 2025
JAX 1 1% required in 100% · 1 open now · since Aug 2025
PyTorch 1 1% required in 100% · 1 open now · since Aug 2025
React.js 1 1% required in 100% · 1 open now · since May 2026
Open3D 1 1% optional · 1 open now · since Oct 2026
OpenCV 1 1% optional · 1 open now · since Oct 2026

What databases does Tutor Intelligence use?

PostgreSQL is named in 1% of job postings at Tutor Intelligence, followed by ClickHouse (1%).

PostgreSQL 1 1% required in 100% · since Sep 2026
ClickHouse 1 1% optional · since Sep 2026

What cloud and platforms does Tutor Intelligence use?

Linux is named in 18% of job postings at Tutor Intelligence, followed by GitHub (4%), Kubernetes (4%), NixOS (3%).

Linux 12 18% required in 58% · 11 open now · since May 2025
GitHub 3 4% required in 67% · 3 open now · since Sep 2026
Kubernetes 3 4% optional · 3 open now · since Feb 2025
NixOS 2 3% optional · 2 open now · since Apr 2026
AWS 1 1% optional · 1 open now · since Sep 2026
Azure 1 1% optional · 1 open now · since Sep 2026
Metabase 1 1% optional · since Sep 2026
Windows 1 1% optional · 1 open now · since Jun 2026

What developer tools does Tutor Intelligence use?

Claude Code is named in 4% of job postings at Tutor Intelligence, followed by EtherCAT (4%), Docker (4%), SolidWorks (3%).

Claude Code 3 4% required in 100% · 2 open now · since Apr 2026
EtherCAT 3 4% required in 67% · 3 open now · since Sep 2026
Docker 3 4% optional · 3 open now · since Feb 2025
SolidWorks 2 3% required in 100% · 1 open now · since Aug 2026
gRPC 2 3% optional · 1 open now · since Apr 2026
Copilot 1 1% required in 100% · 1 open now · since Apr 2026
Cursor 1 1% required in 100% · 1 open now · since Apr 2026
JMP 1 1% required in 100% · since Oct 2026
Show all (11)
Minitab1
Terraform1
dbt1

What AI and ML technologies does Tutor Intelligence use?

Claude is named in 7% of job postings at Tutor Intelligence, followed by ChatGPT (1%).

Claude 5 7% required in 40% · 4 open now · since Sep 2026
ChatGPT 1 1% optional · 1 open now · since Oct 2026

Which engineering practices does Tutor Intelligence ask for?

Machine Learning is named in 36% of job postings at Tutor Intelligence, followed by AI Agents (13%), Physical AI (12%), Post-training (7%).

Machine Learning 24 36% required in 92% · 23 open now · since Feb 2025
AI Agents 9 13% required in 89% · 8 open now · since Apr 2026
Physical AI 8 12% required in 13% · 1 open now · since Mar 2026
Post-training 5 7% required in 100% · 5 open now · since Aug 2025
Reinforcement Learning 5 7% required in 100% · 5 open now · since May 2025
Reinforcement Learning 5 7% required in 100% · 5 open now · since May 2025
SFT 5 7% required in 100% · 5 open now · since Aug 2025
CI/CD 5 7% required in 40% · 5 open now · since Jan 2026
Show all (30)
FMEA4
Motion Planning3
Teleoperation3
Computer Vision2
GD&T2
IAM2
Sensor Fusion2
Statistical Process Control2
Agentic Workflows1
Battery Management Systems1
DHCP1
DNS1
Imitation Learning1
Localization1
PKI1
Vision-Language-Action1
FinOps1
Human-in-the-Loop1
Reward Modeling1
SLAM1
Sim-to-Real1
Time Series1

What does each Tutor Intelligence team work with?

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

Robotics

11 postings
Python5
C++2
Claude Code2
Linux2

See the open roles

How does your stack fit Tutor Intelligence?

Sign in to compare your skills with this stack and see which open roles fit you.
Sign In

How much does Tutor Intelligence pay by technology?

Median stated pay of the postings that name each technology, against the median of all Tutor Intelligence postings with stated pay: $220k across 65 postings.

TechnologyPostings with payMedianvs company median
Python24$300k+36%
Linux12$140k−36%
SQL8$200k−9%
ROS7$130k−41%
C++5$315k+43%
Claude5$190k−14%

How is the Tutor Intelligence 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
Statistical Process ControlOct 2026
FMEAOct 2026
GD&TOct 2026
EtherCATSep 2026
Sensor FusionSep 2026
ClaudeSep 2026
GitHubSep 2026
SolidWorksAug 2026

How modern is the Tutor Intelligence stack?

Cutting-edge AI adopter 80/100

Tutor Intelligence 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 Tutor Intelligence stack in its industry?

Share of the 455 companies in the same industries, whose stack Alion knows, that use each technology.

Python68%
Linux50%
SQL20%
ROS33%
C++63%
Claude11%
TypeScript21%
GitHub18%
Kubernetes22%
NixOS0%

Questions about the Tutor Intelligence tech stack

What programming languages does Tutor Intelligence use?

The languages named in Tutor Intelligence job postings are Python (36%), SQL (12%), C++ (7%), TypeScript (6%), Go (1%), as a share of the 67 postings of the last 12 months.

Does Tutor Intelligence use ROS?

Yes. ROS is named in 7 of 67 job postings (10%) and required in 1 of them.

What cloud and platforms does Tutor Intelligence use?

The cloud and platforms named in Tutor Intelligence job postings are Linux (12), GitHub (3), Kubernetes (3) (postings in brackets).

What skills do you need for a Robotics job at Tutor Intelligence?

Robotics postings at Tutor Intelligence most often require Python (5), C++ (2), Claude Code (2), Linux (2), out of 11 postings in the last 12 months.

Is the Tutor Intelligence tech stack changing?

Yes. Statistical Process Control, FMEA, GD&T, EtherCAT first appeared in Tutor Intelligence job postings in the last six months.

How modern is the Tutor Intelligence tech stack?

Tutor Intelligence 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 Tutor Intelligence tech stack?

Alion reads every job posting Tutor Intelligence publishes and tags the technologies each one names. The figures on this page count the 67 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, "Tutor Intelligence tech stack: 68 technologies from 67 job postings", as of Nov 13, 2026. https://alion.io/company/tutorintelligence/technologies

Licence: CC BY-SA 4.0JSON