Coherent tech stack

Coherent builds mostly with Python, SQL, MATLAB, C++. Its stack also includes Power BI, AWS, Matplotlib, NumPy. Python is named in 17 of the 46 job postings Coherent published in the last 12 months (37%). Counted by Alion from the job postings of Coherent, updated Sep 26, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 26, 2026
Technologies in use
52
Postings analysed
46
Open now
42
Modernity
76 /100
New in 6 months
8

What programming languages does Coherent use?

Python is named in 37% of job postings at Coherent, followed by SQL (24%), MATLAB (13%), C++ (7%).

Python 17 37% required in 100% · 14 open now · since Mar 2026
SQL 11 24% required in 100% · 10 open now · since Jul 2026
MATLAB 6 13% required in 100% · 6 open now · since Mar 2026
C++ 3 7% required in 33% · 2 open now · since Jul 2026
C# 1 2% required in 100% · since Sep 2026
Visual Basic 1 2% required in 100% · 1 open now · since Aug 2026

What frameworks and libraries does Coherent use?

Matplotlib is named in 2% of job postings at Coherent, followed by NumPy (2%), PyTorch (2%), PyTorch C++ (2%).

Matplotlib 1 2% required in 100% · since Sep 2026
NumPy 1 2% required in 100% · since Sep 2026
PyTorch 1 2% required in 100% · 1 open now · since Sep 2026
PyTorch C++ 1 2% required in 100% · 1 open now · since Sep 2026
Ray 1 2% required in 100% · 1 open now · since Mar 2026
SciPy 1 2% required in 100% · since Sep 2026
TensorFlow 1 2% required in 100% · 1 open now · since Sep 2026
TensorFlow C++ 1 2% required in 100% · 1 open now · since Sep 2026
Show all (11)
CUDA1
Hadoop1
ONNX Runtime1

What cloud and platforms does Coherent use?

Power BI is named in 13% of job postings at Coherent, followed by AWS (9%), Azure (9%), GCP (9%).

Power BI 6 13% required in 83% · 5 open now · since May 2026
AWS 4 9% required in 50% · 4 open now · since Sep 2026
Azure 4 9% required in 50% · 4 open now · since Sep 2026
GCP 4 9% required in 50% · 4 open now · since Sep 2026
Databricks 2 4% required in 100% · 2 open now · since Sep 2026
Tableau 2 4% required in 100% · 1 open now · since Sep 2026
Superset 1 2% required in 100% · since Sep 2026
Active Directory 1 2% optional · 1 open now · since Sep 2026
Show all (11)
CUDA Toolkit1
Spark1
Windows1

What developer tools does Coherent use?

Microsoft Excel is named in 26% of job postings at Coherent, followed by SolidWorks (22%), CAPA (4%), Git (4%).

Microsoft Excel 12 26% required in 83% · 12 open now · since Jul 2026
SolidWorks 10 22% required in 70% · 9 open now · since May 2026
CAPA 2 4% required in 100% · 2 open now · since Aug 2026
Git 2 4% required in 50% · 1 open now · since Sep 2026
Adobe Illustrator 1 2% optional · 1 open now · since Sep 2026
AutoCAD 1 2% optional · 1 open now · since Sep 2026
Rest API 1 2% optional · 1 open now · since Sep 2026

What AI and ML technologies does Coherent use?

ChatGPT is named in 2% of job postings at Coherent, followed by Llama (2%).

ChatGPT 1 2% optional · since Sep 2026
Llama 1 2% optional · since Sep 2026

Which engineering practices does Coherent ask for?

Anomaly Detection is named in 7% of job postings at Coherent, followed by Machine Learning (7%), AI Agents (4%), Time Series Forecasting (4%).

Anomaly Detection 3 7% required in 100% · 3 open now · since Sep 2026
Machine Learning 3 7% required in 100% · 2 open now · since Sep 2026
AI Agents 2 4% required in 50% · 2 open now · since Sep 2026
Time Series Forecasting 2 4% required in 50% · 2 open now · since Sep 2026
Edge AI 1 2% required in 100% · 1 open now · since Sep 2026
HPC 1 2% required in 100% · 1 open now · since Jul 2026
Reinforcement Learning 1 2% required in 100% · since Sep 2026
Wi-Fi 1 2% required in 100% · 1 open now · since Sep 2026
Show all (15)
DHCP1
DNS1
OCR1
Prompt Engineering1
RAG1
SLI/SLO/SLA1
VPN1

What does each Coherent team work with?

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

Industrial Engineering

25 postings
Python9
SolidWorks7
SQL6
MATLAB4
CAPA2
Microsoft Excel2

Operations

6 postings
Microsoft Excel3
Power BI2

See the open roles

How does your stack fit Coherent?

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

How is the Coherent 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
AWSSep 2026
AzureSep 2026
GCPSep 2026
Anomaly DetectionSep 2026
Machine LearningSep 2026
DatabricksSep 2026
TableauSep 2026
AI AgentsSep 2026

How modern is the Coherent stack?

Cutting-edge AI adopter 76/100

Coherent scores 76 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: 1.

How common is the Coherent stack in its industry?

Share of the 57 companies in the same industries, whose stack Alion knows, that use each technology.

Python67%
SQL42%
MATLAB37%
Power BI23%
AWS21%
Azure28%
GCP16%
C++51%
Databricks12%
Tableau16%

Questions about the Coherent tech stack

What programming languages does Coherent use?

The languages named in Coherent job postings are Python (37%), SQL (24%), MATLAB (13%), C++ (7%), C# (2%), as a share of the 46 postings of the last 12 months.

Does Coherent use Power BI?

Yes. Power BI is named in 6 of 46 job postings (13%) and required in 5 of them.

What cloud and platforms does Coherent use?

The cloud and platforms named in Coherent job postings are Power BI (6), AWS (4), Azure (4) (postings in brackets).

What skills do you need for a Industrial Engineering job at Coherent?

Industrial Engineering postings at Coherent most often require Python (9), SolidWorks (7), SQL (6), MATLAB (4), out of 25 postings in the last 12 months.

Is the Coherent tech stack changing?

Yes. AWS, Azure, GCP, Anomaly Detection first appeared in Coherent job postings in the last six months.

How modern is the Coherent tech stack?

Coherent scores 76 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: 1.

How does Alion know the Coherent tech stack?

Alion reads every job posting Coherent publishes and tags the technologies each one names. The figures on this page count the 46 postings of the last 12 months and were updated on Sep 26, 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, "Coherent tech stack: 52 technologies from 46 job postings", as of Sep 26, 2026. https://alion.io/company/coherent-com/technologies

Licence: CC BY-SA 4.0JSON