Hut 8
AI Compute & Inference · Data Centers & Colocation

Hut 8 tech stack

Hut 8 builds mostly with Python, Bash, SQL, MATLAB. Its stack also includes Linux, SIEM, Google BigQuery, Snowflake. Python is named in 12 of the 58 job postings Hut 8 published in the last 12 months (21%). Counted by Alion from the job postings of Hut 8, updated Nov 13, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 13, 2026
Technologies in use
78
Postings analysed
58
Open now
21
Modernity
70 /100
New in 6 months
8

What programming languages does Hut 8 use?

Python is named in 21% of job postings at Hut 8, followed by Bash (7%), SQL (7%), MATLAB (5%).

Python 12 21% required in 100% · 5 open now · since Aug 2026
Bash 4 7% required in 100% · 1 open now · since Oct 2026
SQL 4 7% required in 100% · 2 open now · since Aug 2026
MATLAB 3 5% required in 100% · 3 open now · since Oct 2026
PowerShell 2 3% required in 100% · 1 open now · since Sep 2026

What frameworks and libraries does Hut 8 use?

NCCL is named in 3% of job postings at Hut 8, followed by PyTorch (2%), Scikit-learn (2%), TensorFlow (2%).

NCCL 2 3% required in 100% · since Oct 2026
PyTorch 1 2% required in 100% · since Aug 2026
Scikit-learn 1 2% required in 100% · since Aug 2026
TensorFlow 1 2% required in 100% · since Aug 2026
Transformers 1 2% required in 100% · 1 open now · since Nov 2026
XGBoost 1 2% required in 100% · since Aug 2026

What databases does Hut 8 use?

Google BigQuery is named in 5% of job postings at Hut 8, followed by Snowflake (5%), PostgreSQL (2%).

Google BigQuery 3 5% required in 100% · 1 open now · since Aug 2026
Snowflake 3 5% required in 100% · 1 open now · since Aug 2026
PostgreSQL 1 2% required in 100% · 1 open now · since Nov 2026

What cloud and platforms does Hut 8 use?

Linux is named in 10% of job postings at Hut 8, followed by SIEM (9%), Tableau (7%), Power BI (5%).

Linux 6 10% required in 100% · 1 open now · since Sep 2026
SIEM 5 9% required in 100% · 3 open now · since Aug 2026
Tableau 4 7% required in 75% · 2 open now · since Aug 2026
Power BI 3 5% required in 100% · 1 open now · since Sep 2026
Active Directory 2 3% required in 100% · since Sep 2026
GCP 2 3% required in 100% · 1 open now · since Sep 2026
Kubernetes 2 3% required in 100% · since Oct 2026
VMWare 2 3% required in 100% · since Sep 2026
Show all (17)
Metabase2
Amazon S31
Azure1
Figma1
GitHub1
Google Cloud Run1
LDAP1
Windows1
Grafana1

What developer tools does Hut 8 use?

Microsoft Excel is named in 16% of job postings at Hut 8, followed by AutoCAD (12%), Ansible (5%), InfiniBand (5%).

Microsoft Excel 9 16% required in 100% · 6 open now · since Apr 2025
AutoCAD 7 12% required in 86% · 4 open now · since Jun 2026
Ansible 3 5% required in 100% · since Oct 2026
InfiniBand 3 5% required in 100% · since Oct 2026
Git 2 3% required in 100% · 1 open now · since Aug 2026
OpenStack 2 3% required in 100% · since Oct 2026
SLURM 2 3% required in 100% · since Oct 2026
ANSYS 2 3% optional · 2 open now · since Oct 2026
Show all (23)
Adobe After Effects1
Adobe Photoshop1
Blender1
ETAP1
Hyper-V1
KVM1
NVLink1
PSCAD1
PSS/E1
PowerWorld1
Proxmox VE1
Rest API1
Terraform1
dbt1
Docker1

What AI and ML technologies does Hut 8 use?

Kling is named in 2% of job postings at Hut 8.

Kling 1 2% optional · 1 open now · since Nov 2026

Which engineering practices does Hut 8 ask for?

HPC is named in 16% of job postings at Hut 8, followed by Fine-tuning (14%), CI/CD (12%), Incident Management (7%).

HPC 9 16% required in 89% · 3 open now · since Sep 2025
Fine-tuning 8 14% required in 100% · since Oct 2026
CI/CD 7 12% required in 100% · 4 open now · since Aug 2026
Incident Management 4 7% required in 100% · since Oct 2026
BGP 3 5% required in 100% · since Oct 2026
Configuration Management 3 5% required in 100% · since Oct 2026
IAM 3 5% required in 100% · 2 open now · since Aug 2026
OSPF 3 5% required in 100% · since Oct 2026
Show all (22)
ETL/ELT2
Machine Learning2
RAG2
Time Series2
AI Agents1
Agentic Workflows1
Anomaly Detection1
DHCP1
DNS1
Digital Twin1
Embeddings1
GMP1
Interpretability1
NERC CIP1

What other technologies does Hut 8 use?

Bitcoin is named in 43% of job postings at Hut 8.

Bitcoin 25 43% required in 100% · 4 open now · since Apr 2025

What does each Hut 8 team work with?

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

Industrial Engineering

14 postings
Bitcoin9
AutoCAD5
Python3
MATLAB2

Finance

13 postings
Microsoft Excel9
Bitcoin5
Power BI2
Tableau2

DevOps

5 postings
Python4
Linux3
Bash2
InfiniBand2
Kubernetes2
SLURM2

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How is the Hut 8 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
MATLABOct 2026
ANSYSOct 2026
AnsibleOct 2026
Configuration ManagementOct 2026
NCCLOct 2026
OpenStackOct 2026
BashOct 2026
InfiniBandOct 2026
Rising
Python0% → 27%
Fine-tuning0% → 18%
CI/CD0% → 16%
Linux0% → 13%
SIEM0% → 11%
Bash0% → 9%
Incident Management0% → 9%
SQL0% → 9%
Falling
Bitcoin75% → 33%
AutoCAD17% → 11%

How modern is the Hut 8 stack?

Modern AI adopter 70/100

Hut 8 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: 1; legacy ones: 0.

How common is the Hut 8 stack in its industry?

Share of the 479 companies in the same industries, whose stack Alion knows, that use each technology.

Python58%
Linux54%
SIEM19%
Bash25%
SQL33%
Tableau11%
Google BigQuery6%
MATLAB4%
Power BI19%
Snowflake8%

What sets Hut 8 apart

MATLAB4%

Questions about the Hut 8 tech stack

What programming languages does Hut 8 use?

The languages named in Hut 8 job postings are Python (21%), Bash (7%), SQL (7%), MATLAB (5%), PowerShell (3%), as a share of the 58 postings of the last 12 months.

Does Hut 8 use NCCL?

Yes. NCCL is named in 2 of 58 job postings (3%) and required in 2 of them.

What cloud and platforms does Hut 8 use?

The cloud and platforms named in Hut 8 job postings are Linux (6), SIEM (5), Tableau (4) (postings in brackets).

What skills do you need for a Industrial Engineering job at Hut 8?

Industrial Engineering postings at Hut 8 most often require Bitcoin (9), AutoCAD (5), Python (3), MATLAB (2), out of 14 postings in the last 12 months.

Is the Hut 8 tech stack changing?

Yes. MATLAB, ANSYS, Ansible, Configuration Management first appeared in Hut 8 job postings in the last six months.

How modern is the Hut 8 tech stack?

Hut 8 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: 1; legacy ones: 0.

How does Alion know the Hut 8 tech stack?

Alion reads every job posting Hut 8 publishes and tags the technologies each one names. The figures on this page count the 58 postings of the last 12 months and were updated on Nov 13, 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, "Hut 8 tech stack: 78 technologies from 58 job postings", as of Nov 13, 2026. https://alion.io/company/hut-8/technologies

Licence: CC BY-SA 4.0JSON