Amber Group tech stack

Amber Group builds mostly with Python, C++, Go, Rust. Its stack also includes Linux, AWS, Redis, PyTorch. Python is named in 15 of the 29 job postings Amber Group published in the last 12 months (52%). Counted by Alion from the job postings of Amber Group, updated Oct 28, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 28, 2026
Technologies in use
82
Postings analysed
29
Open now
29
Modernity
86 /100

What programming languages does Amber Group use?

Python is named in 52% of job postings at Amber Group, followed by C++ (45%), Go (21%), Rust (10%).

Python 15 52% required in 93% · 15 open now · since Oct 2026
C++ 13 45% required in 100% · 13 open now · since Oct 2026
Go 6 21% required in 100% · 6 open now · since Oct 2026
Rust 3 10% required in 67% · 3 open now · since Oct 2026
JavaScript 3 10% required in 33% · 3 open now · since Oct 2026
Bash 2 7% required in 100% · 2 open now · since Oct 2026
Java 2 7% required in 100% · 2 open now · since Oct 2026
MATLAB 2 7% required in 100% · 2 open now · since Oct 2026
Show all (12)
Node JS2
Solidity2
TypeScript2
SQL2

What frameworks and libraries does Amber Group use?

PyTorch is named in 7% of job postings at Amber Group, followed by TensorFlow (7%), JUnit (3%), Kyber (3%).

PyTorch 2 7% required in 100% · 2 open now · since Oct 2026
TensorFlow 2 7% required in 100% · 2 open now · since Oct 2026
JUnit 1 3% required in 100% · 1 open now · since Oct 2026
Kyber 1 3% required in 100% · 1 open now · since Oct 2026
LangChain 1 3% required in 100% · 1 open now · since Oct 2026
LlamaIndex 1 3% required in 100% · 1 open now · since Oct 2026
NumPy 1 3% required in 100% · 1 open now · since Oct 2026
Pandas 1 3% required in 100% · 1 open now · since Oct 2026
Show all (15)
Pytest1
Scikit-learn1
Selenium1
TRL1
TensorFlow C++1
Transformers1
Triton1

What databases does Amber Group use?

Redis is named in 7% of job postings at Amber Group.

Redis 2 7% required in 50% · 2 open now · since Oct 2026

What cloud and platforms does Amber Group use?

Linux is named in 31% of job postings at Amber Group, followed by AWS (10%), GCP (10%), Apache Kafka (10%).

Linux 9 31% required in 78% · 9 open now · since Oct 2026
AWS 3 10% required in 67% · 3 open now · since Oct 2026
GCP 3 10% required in 67% · 3 open now · since Oct 2026
Apache Kafka 3 10% required in 33% · 3 open now · since Oct 2026
RabbitMQ 2 7% required in 50% · 2 open now · since Oct 2026
Figma 1 3% required in 100% · 1 open now · since Oct 2026
Kubernetes 1 3% required in 100% · 1 open now · since Oct 2026
OpenAI 1 3% required in 100% · 1 open now · since Oct 2026
Show all (14)
Spark1
TGI1
Unix1
vLLM1
Azure1
NATS1

What developer tools does Amber Group use?

Docker is named in 7% of job postings at Amber Group, followed by Rest API (7%), WebSockets (7%), Adobe Photoshop (3%).

Docker 2 7% required in 50% · 2 open now · since Oct 2026
Rest API 2 7% required in 50% · 2 open now · since Oct 2026
WebSockets 2 7% required in 50% · 2 open now · since Oct 2026
Adobe Photoshop 1 3% required in 100% · 1 open now · since Oct 2026
Ansible 1 3% required in 100% · 1 open now · since Oct 2026
AutoGPT 1 3% required in 100% · 1 open now · since Oct 2026
Terraform 1 3% required in 100% · 1 open now · since Oct 2026
gRPC 1 3% required in 100% · 1 open now · since Oct 2026

What AI and ML technologies does Amber Group use?

LLM is named in 7% of job postings at Amber Group, followed by DeepSeek (3%), Flash Attention (3%), GPT-4 (3%).

LLM 2 7% required in 100% · 2 open now · since Oct 2026
DeepSeek 1 3% required in 100% · 1 open now · since Oct 2026
Flash Attention 1 3% required in 100% · 1 open now · since Oct 2026
GPT-4 1 3% required in 100% · 1 open now · since Oct 2026
LoRA 1 3% required in 100% · 1 open now · since Oct 2026
PEFT 1 3% optional · 1 open now · since Oct 2026

Which engineering practices does Amber Group ask for?

DeFi is named in 28% of job postings at Amber Group, followed by Machine Learning (28%), Smart Contracts (10%), Time Series (10%).

DeFi 8 28% required in 100% · 8 open now · since Oct 2026
Machine Learning 8 28% required in 88% · 8 open now · since Oct 2026
Smart Contracts 3 10% required in 100% · 3 open now · since Oct 2026
Time Series 3 10% required in 100% · 3 open now · since Oct 2026
CI/CD 3 10% required in 67% · 3 open now · since Oct 2026
AI Agents 2 7% required in 100% · 2 open now · since Oct 2026
Reinforcement Learning 2 7% required in 100% · 2 open now · since Oct 2026
Tokenomics 2 7% required in 100% · 2 open now · since Oct 2026
Show all (20)
Chain-of-Thought2
Fine-tuning2
Anomaly Detection1
GRPO1
Knowledge Distillation1
Mixture of Experts1
Model Distillation1
PPO1
Prompt Engineering1
SFT1
FinOps1
NLP1

What other technologies does Amber Group use?

Solana is named in 7% of job postings at Amber Group, followed by Compound (3%), Ethereum (3%), MakerDAO (3%).

Solana 2 7% required in 50% · 2 open now · since Oct 2026
Compound 1 3% required in 100% · 1 open now · since Oct 2026
Ethereum 1 3% required in 100% · 1 open now · since Oct 2026
MakerDAO 1 3% required in 100% · 1 open now · since Oct 2026
dYdX 1 3% required in 100% · 1 open now · since Oct 2026
Bitcoin 1 3% optional · 1 open now · since Oct 2026

What does each Amber Group team work with?

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

Backend

5 postings
C++3
Linux3
Go2

DevOps

5 postings
C++3
Linux3
Bash2
Go2
Python2

Data Science

5 postings
Python5
C++4

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How modern is the Amber Group stack?

Cutting-edge AI adopter 86/100

Amber Group scores 86 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: 6; legacy ones: 0.

How common is the Amber Group stack in its industry?

Share of the 104 companies in the same industries, whose stack Alion knows, that use each technology.

Python62%
C++27%
Linux38%
Go38%
AWS55%
Apache Kafka38%
GCP33%
JavaScript44%
Rust26%
Bash17%

Questions about the Amber Group tech stack

What programming languages does Amber Group use?

The languages named in Amber Group job postings are Python (52%), C++ (45%), Go (21%), Rust (10%), JavaScript (10%), as a share of the 29 postings of the last 12 months.

Does Amber Group use PyTorch?

Yes. PyTorch is named in 2 of 29 job postings (7%) and required in 2 of them.

What cloud and platforms does Amber Group use?

The cloud and platforms named in Amber Group job postings are Linux (9), AWS (3), GCP (3) (postings in brackets).

What skills do you need for a Backend job at Amber Group?

Backend postings at Amber Group most often require C++ (3), Linux (3), Go (2), out of 5 postings in the last 12 months.

Is the Amber Group tech stack changing?

No new technology has appeared in Amber Group job postings in the last six months.

How modern is the Amber Group tech stack?

Amber Group scores 86 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: 6; legacy ones: 0.

How does Alion know the Amber Group tech stack?

Alion reads every job posting Amber Group 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 Oct 28, 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, "Amber Group tech stack: 82 technologies from 29 job postings", as of Oct 28, 2026. https://alion.io/company/amber-group/technologies

Licence: CC BY-SA 4.0JSON