Cambridge Consultants tech stack

Cambridge Consultants builds mostly with Python, C++, VHDL, Verilog. Its stack also includes LangChain, AWS, Azure, Transformers. Python is named in 13 of the 29 job postings Cambridge Consultants published in the last 12 months (45%). Counted by Alion from the job postings of Cambridge Consultants, updated Sep 29, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 29, 2026
Technologies in use
68
Postings analysed
29
Open now
24
Modernity
70 /100
New in 6 months
5

What programming languages does Cambridge Consultants use?

Python is named in 45% of job postings at Cambridge Consultants, followed by C++ (28%), VHDL (21%), Verilog (17%).

Python 13 45% required in 85% · 11 open now · since Feb 2025
C++ 8 28% required in 100% · 7 open now · since Feb 2025
VHDL 6 21% required in 100% · 5 open now · since Feb 2025
Verilog 5 17% required in 100% · 4 open now · since Feb 2025
Rust 3 10% required in 100% · 3 open now · since Feb 2025
TypeScript 3 10% required in 33% · 1 open now · since Nov 2025
MATLAB 2 7% required in 100% · 2 open now · since Feb 2025
SystemVerilog 2 7% required in 100% · 2 open now · since Mar 2026
Show all (11)
Java2
JavaScript2
C#2

What frameworks and libraries does Cambridge Consultants use?

LangChain is named in 10% of job postings at Cambridge Consultants, followed by Transformers (7%), TensorFlow (7%), OpenTelemetry (3%).

LangChain 3 10% required in 33% · 1 open now · since Nov 2025
Transformers 2 7% required in 100% · 2 open now · since Nov 2025
TensorFlow 2 7% required in 50% · since Nov 2025
OpenTelemetry 1 3% required in 100% · 1 open now · since Jul 2026
PyTorch 1 3% required in 100% · 1 open now · since May 2026
ROS2 1 3% required in 100% · 1 open now · since May 2026
CrewAI 1 3% optional · 1 open now · since Jul 2026
LangGraph 1 3% optional · 1 open now · since Jul 2026
Show all (11)
Next.js1
Pydantic1
React.js1

What databases does Cambridge Consultants use?

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

ElasticSearch 1 3% optional · since Nov 2025

What cloud and platforms does Cambridge Consultants use?

AWS is named in 7% of job postings at Cambridge Consultants, followed by Azure (7%), GCP (7%), GitLab (7%).

AWS 2 7% required in 50% · 1 open now · since Nov 2025
Azure 2 7% required in 50% · 1 open now · since Nov 2025
GCP 2 7% required in 50% · 1 open now · since Nov 2025
GitLab 2 7% optional · since Feb 2025
GitLab CI 2 7% optional · since Nov 2025
.NET 1 3% required in 100% · 1 open now · since Nov 2025
Debian 1 3% required in 100% · 1 open now · since Jul 2026
Kubernetes 1 3% required in 100% · 1 open now · since Jul 2026
Show all (12)
Linux1
RTOS1
Red Hat1
Ubuntu1

What developer tools does Cambridge Consultants use?

Copilot is named in 7% of job postings at Cambridge Consultants, followed by Ansible (3%), Docker (3%), Git (3%).

Copilot 2 7% required in 100% · 2 open now · since Sep 2026
Ansible 1 3% required in 100% · 1 open now · since Jul 2026
Docker 1 3% required in 100% · 1 open now · since Jul 2026
Git 1 3% required in 100% · 1 open now · since Nov 2025
Harbor 1 3% required in 100% · 1 open now · since Feb 2025
HyperLynx 1 3% required in 100% · 1 open now · since Feb 2025
KiCad 1 3% required in 100% · 1 open now · since Sep 2026
LTspice 1 3% required in 100% · 1 open now · since Sep 2026
Show all (15)
Microsoft Excel1
OPC UA1
Prometheus1
Wireshark1
Zigbee1
Model Context Protocol1
Terraform1

Which engineering practices does Cambridge Consultants ask for?

Machine Learning is named in 24% of job postings at Cambridge Consultants, followed by AI Agents (17%), Diffusion Models (10%), Reinforcement Learning (10%).

Machine Learning 7 24% required in 100% · 7 open now · since Feb 2025
AI Agents 5 17% required in 100% · 4 open now · since Nov 2025
Diffusion Models 3 10% required in 100% · 3 open now · since Nov 2025
Reinforcement Learning 3 10% required in 100% · 3 open now · since Nov 2025
Physical AI 3 10% required in 33% · 2 open now · since May 2026
Edge AI 2 7% required in 100% · 2 open now · since Jul 2026
Multimodal AI 2 7% required in 100% · 2 open now · since May 2026
Reinforcement Learning 2 7% required in 100% · 2 open now · since Nov 2025
Show all (18)
CI/CD2
Agentic Workflows1
Chain-of-Thought1
Knowledge Graph1
Multi-Agent Systems1
RAG1
Sensor Fusion1
Vision-Language-Action1
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

7 postings
C++5
VHDL4
Verilog3

Backend

3 postings
C++2
Rust2
SystemVerilog2
VHDL2
Verilog2

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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
CopilotSep 2026
Edge AIJul 2026
Physical AIMay 2026
Multimodal AIMay 2026
JavaScriptApr 2026
Not named for 6 months
C#Nov 2025

How modern is the Cambridge Consultants stack?

Modern 70/100

Cambridge Consultants scores 70 out of 100 (Modern). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 0; legacy ones: 0.

How common is the Cambridge Consultants stack in its industry?

Share of the 256 companies in the same industries, whose stack Alion knows, that use each technology.

Python33%
C++18%
VHDL4%
Verilog4%
LangChain8%
Rust4%
TypeScript16%
AWS19%
Azure19%
C#16%

What sets Cambridge Consultants apart

VHDL4%
Verilog4%
Rust4%

Questions about the Cambridge Consultants tech stack

What programming languages does Cambridge Consultants use?

The languages named in Cambridge Consultants job postings are Python (45%), C++ (28%), VHDL (21%), Verilog (17%), Rust (10%), as a share of the 29 postings of the last 12 months.

Does Cambridge Consultants use LangChain?

Yes. LangChain is named in 3 of 29 job postings (10%) and required in 1 of them.

What cloud and platforms does Cambridge Consultants use?

The cloud and platforms named in Cambridge Consultants job postings are AWS (2), Azure (2), GCP (2) (postings in brackets).

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

Hardware postings at Cambridge Consultants most often require C++ (5), VHDL (4), Verilog (3), out of 7 postings in the last 12 months.

Is the Cambridge Consultants tech stack changing?

Yes. Copilot, Edge AI, Physical AI, Multimodal AI first appeared in Cambridge Consultants job postings in the last six months.

How modern is the Cambridge Consultants tech stack?

Cambridge Consultants scores 70 out of 100 (Modern). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 0; 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 29 postings of the last 12 months and were updated on Sep 29, 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: 68 technologies from 29 job postings", as of Sep 29, 2026. https://alion.io/company/cambridge-consultants/technologies

Licence: CC BY-SA 4.0JSON