Amperesand
Power Grid · Smart Grid

Amperesand tech stack

Amperesand builds mostly with Python, C++, Go, MATLAB. Its stack also includes Transformers, AWS, React.js, Pinecone. Transformers is named in 45 of the 45 job postings Amperesand published in the last 12 months (100%). Counted by Alion from the job postings of Amperesand, updated Nov 12, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 12, 2026
Technologies in use
83
Postings analysed
45
Open now
26
Modernity
82 /100
New in 6 months
8

What programming languages does Amperesand use?

Python is named in 18% of job postings at Amperesand, followed by C++ (16%), Go (13%), MATLAB (13%).

Python 8 18% required in 75% · 3 open now · since Mar 2026
C++ 7 16% required in 86% · 3 open now · since Dec 2025
Go 6 13% required in 100% · 4 open now · since Sep 2026
MATLAB 6 13% required in 83% · 3 open now · since Dec 2025
TypeScript 5 11% required in 100% · 4 open now · since Sep 2026
Rust 4 9% required in 75% · 3 open now · since Sep 2026
JavaScript 4 9% optional · 3 open now · since Sep 2026
Embedded C 2 4% required in 100% · 1 open now · since Mar 2026
Show all (11)
SQL2
C2
Java1

What frameworks and libraries does Amperesand use?

Transformers is named in 100% of job postings at Amperesand, followed by React.js (9%), pgvector (7%), OpenTelemetry (4%).

Transformers 45 100% required in 100% · 26 open now · since Dec 2025
React.js 4 9% required in 100% · 3 open now · since Sep 2026
pgvector 3 7% required in 100% · 2 open now · since Sep 2026
OpenTelemetry 2 4% required in 100% · 1 open now · since Sep 2026
PyTorch 1 2% required in 100% · 1 open now · since Oct 2026
Scikit-learn 1 2% required in 100% · 1 open now · since Oct 2026
TensorFlow 1 2% required in 100% · 1 open now · since Oct 2026
LangChain 1 2% optional · 1 open now · since Oct 2026
Show all (9)
LlamaIndex1

What databases does Amperesand use?

Pinecone is named in 7% of job postings at Amperesand, followed by Qdrant (7%), PostgreSQL (7%), ClickHouse (4%).

Pinecone 3 7% required in 100% · 2 open now · since Sep 2026
Qdrant 3 7% required in 100% · 2 open now · since Sep 2026
PostgreSQL 3 7% required in 67% · 2 open now · since Sep 2026
ClickHouse 2 4% required in 100% · 2 open now · since Sep 2026
Redis 2 4% required in 100% · 2 open now · since Sep 2026

What cloud and platforms does Amperesand use?

AWS is named in 11% of job postings at Amperesand, followed by AWS Lambda (4%), Amazon EC2 (4%), Amazon S3 (4%).

AWS 5 11% required in 80% · 4 open now · since Sep 2026
AWS Lambda 2 4% required in 100% · 1 open now · since Sep 2026
Amazon EC2 2 4% required in 100% · 1 open now · since Sep 2026
Amazon S3 2 4% required in 100% · 1 open now · since Sep 2026
GitHub Actions 2 4% required in 100% · 1 open now · since Sep 2026
GitLab CI 2 4% required in 100% · 1 open now · since Sep 2026
Grafana 2 4% required in 100% · 1 open now · since Sep 2026
Kubernetes 2 4% required in 100% · 2 open now · since Sep 2026
Show all (17)
Power BI2
Tableau2
Linux1
Microsoft Entra ID1
RTOS1
Windows1
Azure1
GCP1
Hugging Face1

What developer tools does Amperesand use?

Simulink is named in 11% of job postings at Amperesand, followed by ANSYS (9%), Git (9%), SolidWorks (9%).

Simulink 5 11% required in 100% · 2 open now · since Dec 2025
ANSYS 4 9% required in 100% · 2 open now · since Dec 2025
Git 4 9% required in 100% · 3 open now · since Sep 2026
SolidWorks 4 9% required in 75% · 2 open now · since Dec 2025
CATIA 3 7% required in 100% · 1 open now · since Dec 2025
Copilot 3 7% required in 100% · 2 open now · since Sep 2026
Cursor 3 7% required in 100% · 2 open now · since Sep 2026
Rest API 3 7% required in 100% · 2 open now · since Sep 2026
Show all (18)
Docker2
Jenkins2
Microsoft Excel2
Prometheus2
AutoCAD2
IEC 618502
ETAP1
Model Context Protocol1
gRPC1
DNP31

What AI and ML technologies does Amperesand use?

LLM is named in 9% of job postings at Amperesand, followed by Claude (7%).

LLM 4 9% required in 100% · 3 open now · since Sep 2026
Claude 3 7% required in 100% · 2 open now · since Sep 2026

Which engineering practices does Amperesand ask for?

FMEA is named in 16% of job postings at Amperesand, followed by CI/CD (11%), RAG (9%), Embeddings (7%).

FMEA 7 16% required in 100% · 4 open now · since Dec 2025
CI/CD 5 11% required in 100% · 4 open now · since Mar 2026
RAG 4 9% required in 100% · 3 open now · since Sep 2026
Embeddings 3 7% required in 100% · 2 open now · since Sep 2026
Function Calling 3 7% required in 100% · 2 open now · since Sep 2026
Prompt Engineering 3 7% required in 100% · 2 open now · since Sep 2026
Fine-tuning 3 7% required in 67% · 3 open now · since Sep 2026
IEEE 1547 3 7% required in 67% · 3 open now · since Dec 2025
Show all (21)
AI Agents2
Semantic Search2
Agentic Workflows1
CAPA1
DHCP1
DNS1
GD&T1
Grid-Forming Inverters1
Human-in-the-Loop1
Hybrid Search1
LLM Guardrails1
Machine Learning1
VPN1

What does each Amperesand team work with?

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

Industrial Engineering

8 postings
Transformers8
ANSYS3
CATIA3
SolidWorks3

Hardware

6 postings
Transformers6
Embedded C2

Backend

4 postings
Go4
Transformers4
AWS3
Claude3
Copilot3
Cursor3

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How is the Amperesand 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
SQLOct 2026
Microsoft ExcelSep 2026
Power BISep 2026
Fine-tuningSep 2026
ClickHouseSep 2026
DockerSep 2026
KubernetesSep 2026
RedisSep 2026
Not named for 6 months
Embedded CMar 2026
CMar 2026

How modern is the Amperesand stack?

Cutting-edge AI adopter 82/100

Amperesand scores 82 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 Amperesand stack in its industry?

Share of the 514 companies in the same industries, whose stack Alion knows, that use each technology.

Transformers3%
Python48%
C++12%
Go6%
MATLAB11%
AWS28%
TypeScript20%
JavaScript28%
LLM12%
React.js14%

What sets Amperesand apart

Transformers3%
Rust3%
Pinecone1%
Qdrant1%
pgvector0%

Questions about the Amperesand tech stack

What programming languages does Amperesand use?

The languages named in Amperesand job postings are Python (18%), C++ (16%), Go (13%), MATLAB (13%), TypeScript (11%), as a share of the 45 postings of the last 12 months.

Does Amperesand use Transformers?

Yes. Transformers is named in 45 of 45 job postings (100%) and required in 45 of them.

What cloud and platforms does Amperesand use?

The cloud and platforms named in Amperesand job postings are AWS (5), AWS Lambda (2), Amazon EC2 (2) (postings in brackets).

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

Industrial Engineering postings at Amperesand most often require Transformers (8), ANSYS (3), CATIA (3), SolidWorks (3), out of 8 postings in the last 12 months.

Is the Amperesand tech stack changing?

Yes. SQL, Microsoft Excel, Power BI, Fine-tuning first appeared in Amperesand job postings in the last six months.

How modern is the Amperesand tech stack?

Amperesand scores 82 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 Amperesand tech stack?

Alion reads every job posting Amperesand publishes and tags the technologies each one names. The figures on this page count the 45 postings of the last 12 months and were updated on Nov 12, 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, "Amperesand tech stack: 83 technologies from 45 job postings", as of Nov 12, 2026. https://alion.io/company/amperesand/technologies

Licence: CC BY-SA 4.0JSON