Cambridge Consultants
Custom Software Development · Industrial Design

Cambridge Consultants tech stack

Cambridge Consultants builds mostly with Python, C++, Rust, VHDL. Its stack also includes Transformers, Linux, LangChain, Windows. Python is named in 35 of the 67 job postings Cambridge Consultants published in the last 12 months (52%). Counted by Alion from the job postings of Cambridge Consultants, updated Nov 15, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 15, 2026
Technologies in use
98
Postings analysed
67
Open now
53
Modernity
85 /100
New in 6 months
8

What programming languages does Cambridge Consultants use?

Python is named in 52% of job postings at Cambridge Consultants, followed by C++ (28%), Rust (15%), VHDL (12%).

Python 35 52% required in 91% · 29 open now · since Feb 2025
C++ 19 28% required in 100% · 16 open now · since Feb 2025
Rust 10 15% required in 100% · 9 open now · since Feb 2025
VHDL 8 12% required in 100% · 7 open now · since Feb 2025
MATLAB 7 10% required in 100% · 7 open now · since Feb 2025
Verilog 7 10% required in 100% · 6 open now · since Feb 2025
Java 5 7% required in 60% · 3 open now · since Nov 2025
TypeScript 4 6% required in 25% · 2 open now · since Nov 2025
Show all (13)
C#4
SystemVerilog3
JavaScript2
Assembly1
Elixir1

What frameworks and libraries does Cambridge Consultants use?

Transformers is named in 7% of job postings at Cambridge Consultants, followed by LangChain (6%), PyTorch (4%), TensorFlow (4%).

Transformers 5 7% required in 100% · 5 open now · since Nov 2025
LangChain 4 6% required in 25% · 2 open now · since Nov 2025
PyTorch 3 4% required in 100% · 1 open now · since May 2026
TensorFlow 3 4% required in 33% · 1 open now · since Nov 2025
ROS2 2 3% required in 100% · 1 open now · since May 2026
MuJoCo 1 1% required in 100% · 1 open now · since Oct 2026
OpenTelemetry 1 1% required in 100% · 1 open now · since Jul 2026
ROS 1 1% required in 100% · 1 open now · since Oct 2026
Show all (13)
CrewAI1
LangGraph1
Next.js1
Pydantic1
React.js1

What databases does Cambridge Consultants use?

ElasticSearch is named in 3% of job postings at Cambridge Consultants.

ElasticSearch 2 3% optional · 1 open now · since Nov 2025

What cloud and platforms does Cambridge Consultants use?

Linux is named in 6% of job postings at Cambridge Consultants, followed by Windows (4%), AWS (4%), Azure (4%).

Linux 4 6% required in 100% · 4 open now · since Feb 2025
Windows 3 4% required in 100% · 3 open now · since Oct 2026
AWS 3 4% required in 33% · 2 open now · since Nov 2025
Azure 3 4% required in 33% · 2 open now · since Nov 2025
GCP 3 4% required in 33% · 2 open now · since Nov 2025
GitLab CI 3 4% optional · 1 open now · since Nov 2025
.NET 2 3% required in 100% · 1 open now · since Nov 2025
RTOS 2 3% required in 100% · 1 open now · since Sep 2026
Show all (16)
GitLab2
Active Directory1
Debian1
Kubernetes1
Microsoft Entra ID1
Red Hat1
Sophos1
Ubuntu1

What developer tools does Cambridge Consultants use?

Git is named in 9% of job postings at Cambridge Consultants, followed by Zigbee (6%), Copilot (4%), ANSYS (3%).

Git 6 9% required in 100% · 6 open now · since Nov 2025
Zigbee 4 6% required in 100% · 4 open now · since May 2026
Copilot 3 4% required in 100% · 1 open now · since Sep 2026
ANSYS 2 3% required in 100% · 2 open now · since Feb 2025
OPC UA 2 3% required in 100% · 1 open now · since Sep 2026
SolidWorks 2 3% required in 100% · 2 open now · since Oct 2026
Wireshark 2 3% required in 100% · 1 open now · since Sep 2026
Terraform 2 3% optional · 1 open now · since Nov 2025
Show all (20)
Ansible1
DNP31
Docker1
Gazebo1
Harbor1
HyperLynx1
Isaac Sim1
KiCad1
LTspice1
Microsoft Excel1
Prometheus1
Model Context Protocol1

What AI and ML technologies does Cambridge Consultants use?

LLM is named in 3% of job postings at Cambridge Consultants, followed by Claude (1%), VLM (1%).

LLM 2 3% required in 100% · 2 open now · since Oct 2026
Claude 1 1% required in 100% · 1 open now · since Nov 2026
VLM 1 1% required in 100% · 1 open now · since Oct 2026

Which engineering practices does Cambridge Consultants ask for?

Machine Learning is named in 15% of job postings at Cambridge Consultants, followed by AI Agents (13%), CI/CD (10%), Reinforcement Learning (9%).

Machine Learning 10 15% required in 100% · 10 open now · since Nov 2025
AI Agents 9 13% required in 100% · 7 open now · since Nov 2025
CI/CD 7 10% required in 86% · 6 open now · since Feb 2025
Reinforcement Learning 6 9% required in 100% · 6 open now · since Nov 2025
Agentic Workflows 5 7% required in 100% · 3 open now · since May 2026
Diffusion Models 5 7% required in 100% · 5 open now · since Nov 2025
Reinforcement Learning 5 7% required in 100% · 5 open now · since Nov 2025
Physical AI 5 7% required in 60% · 2 open now · since May 2026
Show all (32)
Multimodal AI4
Vision-Language-Action4
Edge AI3
ISO 134853
Autonomous Navigation2
Knowledge Graph2
Prompt Engineering2
Sensor Fusion2
21 CFR Part 8201
Chain-of-Thought1
Computer Vision1
DNS1
Design Controls1
Design History File1
ISO 149711
Imitation Learning1
Multi-Agent Systems1
RAG1
SLAM1
Sim-to-Real1
Teleoperation1
VPN1
Wi-Fi1
World Models1

What does each Cambridge Consultants team work with?

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

Hardware

16 postings
C++6
Python6
VHDL5
Verilog4
MATLAB3
Zigbee3

AI/ML

11 postings
Python11
C++2
Java2
OPC UA2
PyTorch2
ROS22

Early Careers

10 postings
Python6
Git4
C++3
Transformers3
.NET2

Backend

9 postings
C++7
Rust7
Python4
SystemVerilog3
VHDL3
Verilog3

See the open roles

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How is the Cambridge Consultants 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
LLMOct 2026
Prompt EngineeringOct 2026
SolidWorksOct 2026
WindowsOct 2026
Autonomous NavigationOct 2026
OPC UASep 2026
RTOSSep 2026
WiresharkSep 2026
Rising
Git0% → 12%
Java0% → 9%
Rust9% → 16%
Reinforcement Learning0% → 7%
Transformers0% → 7%
Vision-Language-Action0% → 7%
Zigbee0% → 7%
Copilot0% → 7%
Falling
Physical AI27% → 5%
Machine Learning27% → 12%
VHDL18% → 7%
Not named for 6 months
GitLabApr 2026
ANSYSApr 2026

How modern is the Cambridge Consultants stack?

Cutting-edge AI adopter 85/100

Cambridge Consultants scores 85 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: 3; legacy ones: 0.

How common is the Cambridge Consultants stack in its industry?

Share of the 2,324 companies in the same industries, whose stack Alion knows, that use each technology.

Python28%
C++16%
Rust3%
VHDL3%
MATLAB12%
Verilog2%
Java11%
Transformers2%
C#16%
LangChain4%

What sets Cambridge Consultants apart

Rust3%
VHDL3%
Verilog2%
Transformers2%
LangChain4%
SystemVerilog1%
TensorFlow4%

Questions about the Cambridge Consultants tech stack

What programming languages does Cambridge Consultants use?

The languages named in Cambridge Consultants job postings are Python (52%), C++ (28%), Rust (15%), VHDL (12%), MATLAB (10%), as a share of the 67 postings of the last 12 months.

Does Cambridge Consultants use Transformers?

Yes. Transformers is named in 5 of 67 job postings (7%) and required in 5 of them.

What cloud and platforms does Cambridge Consultants use?

The cloud and platforms named in Cambridge Consultants job postings are Linux (4), Windows (3), AWS (3) (postings in brackets).

What skills do you need for a Hardware job at Cambridge Consultants?

Hardware postings at Cambridge Consultants most often require C++ (6), Python (6), VHDL (5), Verilog (4), out of 16 postings in the last 12 months.

Is the Cambridge Consultants tech stack changing?

Yes. LLM, Prompt Engineering, SolidWorks, Windows first appeared in Cambridge Consultants job postings in the last six months.

How modern is the Cambridge Consultants tech stack?

Cambridge Consultants scores 85 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: 3; legacy ones: 0.

How does Alion know the Cambridge Consultants tech stack?

Alion reads every job posting Cambridge Consultants 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 15, 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, "Cambridge Consultants tech stack: 98 technologies from 67 job postings", as of Nov 15, 2026. https://alion.io/company/cambridge-consultants/technologies

Licence: CC BY-SA 4.0JSON