Terry Soot Management Group tech stack

Terry Soot Management Group builds mostly with Python, C++, Java, C#. Its stack also includes Linux, Zustand, React.js, AWS. Linux is named in 87 of the 317 job postings Terry Soot Management Group published in the last 12 months (27%). Counted by Alion from the job postings of Terry Soot Management Group, updated Oct 14, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 14, 2026
Technologies in use
47
Postings analysed
317
Open now
316
Modernity
84 /100
New in 6 months
5

What programming languages does Terry Soot Management Group use?

Python is named in 8% of job postings at Terry Soot Management Group, followed by C++ (6%), Java (6%), C# (5%).

Python 26 8% required in 96% · 26 open now · since Aug 2024
C++ 18 6% required in 100% · 18 open now · since Aug 2024
Java 18 6% required in 89% · 18 open now · since Jan 2025
C# 16 5% required in 100% · 16 open now · since Aug 2024
SQL 8 3% required in 100% · 8 open now · since Sep 2024
JavaScript 5 2% required in 80% · 5 open now · since Sep 2024
Bash 1 <1% required in 100% · 1 open now · since Jul 2025
TypeScript 1 <1% optional · 1 open now · since Jul 2025

What frameworks and libraries does Terry Soot Management Group use?

Zustand is named in 3% of job postings at Terry Soot Management Group, followed by React.js (3%), NumPy (1%), Pandas (1%).

Zustand 11 3% required in 100% · 11 open now · since Jul 2026
React.js 11 3% optional · 11 open now · since Jul 2026
NumPy 2 1% required in 100% · 2 open now · since Mar 2026
Pandas 2 1% required in 100% · 2 open now · since Mar 2026
TensorFlow 2 1% required in 100% · 2 open now · since Mar 2026
ROS 2 1% required in 50% · 2 open now · since Oct 2026
Angular 1 <1% required in 100% · 1 open now · since Jul 2025
ROS2 1 <1% required in 100% · 1 open now · since Oct 2026
Show all (9)
TensorFlow C++1

What cloud and platforms does Terry Soot Management Group use?

Linux is named in 27% of job postings at Terry Soot Management Group, followed by AWS (1%), GCP (1%), Spark (1%).

Linux 87 27% required in 86% · 86 open now · since Jul 2025
AWS 2 1% required in 50% · 2 open now · since Sep 2025
GCP 2 1% required in 50% · 2 open now · since Dec 2024
Spark 2 1% optional · 2 open now · since Mar 2026
Amazon S3 1 <1% required in 100% · 1 open now · since Oct 2026
Looker 1 <1% required in 100% · 1 open now · since Jul 2025
Unix 1 <1% required in 100% · 1 open now · since Jul 2025
Azure 1 <1% optional · 1 open now · since Sep 2025
Show all (9)
GitHub1

What developer tools does Terry Soot Management Group use?

Aider is named in 11% of job postings at Terry Soot Management Group, followed by QGIS (1%), pySpark (1%), Git (<1%).

Aider 36 11% required in 100% · 36 open now · since Jul 2026
QGIS 2 1% required in 100% · 2 open now · since Dec 2024
pySpark 2 1% required in 100% · 2 open now · since Mar 2026
Git 1 <1% required in 100% · 1 open now · since Jul 2025
Microsoft Excel 1 <1% required in 100% · 1 open now · since Jan 2024
OpenXR 1 <1% optional · 1 open now · since Oct 2026
SteamVR 1 <1% optional · 1 open now · since Oct 2026

What AI and ML technologies does Terry Soot Management Group use?

ChatGPT is named in <1% of job postings at Terry Soot Management Group, followed by Gemini (<1%).

ChatGPT 1 <1% required in 100% · 1 open now · since Nov 2025
Gemini 1 <1% required in 100% · 1 open now · since Sep 2026

Which engineering practices does Terry Soot Management Group ask for?

Machine Learning is named in 19% of job postings at Terry Soot Management Group, followed by Teleoperation (18%), Speech Recognition (15%), ETL/ELT (1%).

Machine Learning 59 19% required in 3% · 59 open now · since Sep 2025
Teleoperation 58 18% required in 98% · 58 open now · since May 2025
Speech Recognition 49 15% optional · 49 open now · since Aug 2026
ETL/ELT 3 1% required in 33% · 3 open now · since Jul 2025
SLI/SLO/SLA 2 1% required in 100% · 2 open now · since Feb 2024
AI Agents 1 <1% required in 100% · 1 open now · since May 2024
Computer Vision 1 <1% required in 100% · 1 open now · since Oct 2026
Embodied AI 1 <1% required in 100% · 1 open now · since Oct 2026
Show all (12)
Prompt Engineering1
RAG1
SLAM1
Visual-Inertial Odometry1

What does each Terry Soot Management Group team work with?

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

Field & Service

186 postings
Linux70
Aider36
Zustand11
C++9
Python9
C#8

Management

12 postings
Python9
C#8
C++8
Java8
SQL3
JavaScript2

Support

3 postings
Python3
SQL3

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How is the Terry Soot Management Group 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
ROSOct 2026
Speech RecognitionAug 2026
AiderJul 2026
ZustandJul 2026
React.jsJul 2026
Rising
Speech Recognition0% → 58%
Python5% → 15%
Java4% → 12%
C++4% → 11%
SQL0% → 6%
C#4% → 9%
JavaScript0% → 4%
Falling
Teleoperation26% → 1%
Machine Learning23% → 1%
Aider17% → 0%
Zustand5% → 0%
React.js5% → 0%

How modern is the Terry Soot Management Group stack?

Cutting-edge AI adopter 84/100

Terry Soot Management Group scores 84 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 Terry Soot Management Group stack in its industry?

Share of the 166 companies in the same industries, whose stack Alion knows, that use each technology.

Linux30%
Python73%
C++22%
Java26%
C#15%
React.js37%
Zustand2%
SQL55%
JavaScript51%
AWS55%

What sets Terry Soot Management Group apart

Zustand2%

Questions about the Terry Soot Management Group tech stack

What programming languages does Terry Soot Management Group use?

The languages named in Terry Soot Management Group job postings are Python (8%), C++ (6%), Java (6%), C# (5%), SQL (3%), as a share of the 317 postings of the last 12 months.

Does Terry Soot Management Group use Zustand?

Yes. Zustand is named in 11 of 317 job postings (3%) and required in 11 of them.

What cloud and platforms does Terry Soot Management Group use?

The cloud and platforms named in Terry Soot Management Group job postings are Linux (87), AWS (2), GCP (2) (postings in brackets).

What skills do you need for a Field & Service job at Terry Soot Management Group?

Field & Service postings at Terry Soot Management Group most often require Linux (70), Aider (36), Zustand (11), C++ (9), out of 186 postings in the last 12 months.

Is the Terry Soot Management Group tech stack changing?

Yes. ROS, Speech Recognition, Aider, Zustand first appeared in Terry Soot Management Group job postings in the last six months.

How modern is the Terry Soot Management Group tech stack?

Terry Soot Management Group scores 84 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 Terry Soot Management Group tech stack?

Alion reads every job posting Terry Soot Management Group publishes and tags the technologies each one names. The figures on this page count the 317 postings of the last 12 months and were updated on Oct 14, 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, "Terry Soot Management Group tech stack: 47 technologies from 317 job postings", as of Oct 14, 2026. https://alion.io/company/terry-soot-management-group/technologies

Licence: CC BY-SA 4.0JSON