Hadrian tech stack

Hadrian builds mostly with Python, SQL, C++, TypeScript. Its stack also includes Kubernetes, AWS, PyTorch, Dagster. Python is named in 53 of the 84 job postings Hadrian published in the last 12 months (63%). Counted by Alion from the job postings of Hadrian, updated Sep 28, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 28, 2026
Technologies in use
158
Postings analysed
84
Open now
69
Modernity
77 /100
New in 6 months
8

What programming languages does Hadrian use?

Python is named in 63% of job postings at Hadrian, followed by SQL (30%), C++ (12%), TypeScript (10%).

Python 53 63% required in 98% · 44 open now · since Feb 2025
SQL 25 30% required in 100% · 20 open now · since Aug 2025
C++ 10 12% required in 90% · 8 open now · since Oct 2025
TypeScript 8 10% required in 100% · 8 open now · since Feb 2026
C# 8 10% required in 88% · 7 open now · since Dec 2025
Go 5 6% required in 100% · 5 open now · since Apr 2026
Rust 4 5% required in 100% · 4 open now · since May 2026
PowerShell 3 4% required in 100% · 3 open now · since Jun 2026
Show all (11)
JavaScript3
Scala1
Assembly1

What frameworks and libraries does Hadrian use?

PyTorch is named in 7% of job postings at Hadrian, followed by Dagster (6%), Ray (4%), FastAPI (2%).

PyTorch 6 7% required in 100% · 5 open now · since Feb 2026
Dagster 5 6% required in 100% · 4 open now · since Oct 2025
Ray 3 4% required in 100% · 2 open now · since Oct 2025
FastAPI 2 2% required in 100% · 2 open now · since Feb 2026
ROS2 2 2% required in 100% · 2 open now · since May 2026
TensorFlow 2 2% required in 100% · 2 open now · since Feb 2026
ROS 2 2% required in 50% · 2 open now · since May 2026
BentoML 1 1% required in 100% · 1 open now · since Aug 2026
Show all (18)
Feast1
Flink1
OpenCV1
OpenTelemetry1
Ray Serve1
React.js1
Scikit-learn1
Triton1
Unity1
Unreal Engine1

What databases does Hadrian use?

Snowflake is named in 5% of job postings at Hadrian, followed by ClickHouse (2%), MySQL (2%), PostgreSQL (2%).

Snowflake 4 5% required in 100% · 3 open now · since Jul 2026
ClickHouse 2 2% required in 100% · 2 open now · since Aug 2026
MySQL 2 2% required in 100% · 2 open now · since May 2026
PostgreSQL 2 2% required in 100% · 2 open now · since May 2026
Amazon Aurora 1 1% required in 100% · since Oct 2025
Amazon Redshift 1 1% required in 100% · since Jul 2026
Chroma 1 1% required in 100% · since Oct 2025
Google BigQuery 1 1% required in 100% · since Jul 2026
Show all (10)
Pinecone1
Weaviate1

What cloud and platforms does Hadrian use?

Kubernetes is named in 18% of job postings at Hadrian, followed by AWS (15%), Datadog (6%), GCP (5%).

Kubernetes 15 18% required in 100% · 11 open now · since Oct 2025
AWS 13 15% required in 92% · 10 open now · since Apr 2026
Datadog 5 6% required in 100% · 3 open now · since May 2026
GCP 4 5% required in 100% · 2 open now · since Apr 2026
GitHub 4 5% required in 100% · 2 open now · since Feb 2025
Apache Kafka 4 5% required in 75% · 3 open now · since Oct 2025
Amazon EKS 3 4% required in 100% · 2 open now · since May 2026
Azure 3 4% required in 100% · 3 open now · since Apr 2026
Show all (33)
GitHub Actions3
Grafana3
K3s3
Okta3
Amazon S32
Amazon SageMaker2
Anthropic2
Linux2
MLFlow2
Power BI2
Redpanda2
Spark2
Tableau2
Windows2
Buildkite1
Databricks1
Istio1
Linkerd1
Looker1
NVIDIA Omniverse1
OpenAI1
Prefect1
SIEM1
Vertex AI1
RabbitMQ1

What developer tools does Hadrian use?

Copilot is named in 11% of job postings at Hadrian, followed by OPC UA (11%), SolidWorks (10%), Terraform (10%).

Copilot 9 11% required in 100% · 8 open now · since Mar 2026
OPC UA 9 11% required in 89% · 7 open now · since Dec 2025
SolidWorks 8 10% required in 100% · 8 open now · since Dec 2025
Terraform 8 10% required in 100% · 5 open now · since Oct 2025
gRPC 6 7% required in 100% · 5 open now · since Oct 2025
MQTT 6 7% required in 83% · 4 open now · since Dec 2025
Git 5 6% required in 100% · 5 open now · since Apr 2026
Prometheus 5 6% required in 100% · 3 open now · since May 2026
Show all (32)
Ansible4
Helm4
EtherCAT4
Pulumi3
Rest API3
dbt3
ArgoCD2
Blender2
Cursor2
Docker2
Jenkins2
OpenTofu2
Argo Workflows1
Binary Ninja1
Calico1
Chef1
Claude Code1
Ghidra1
IDA Pro1
KServe1
Microsoft Excel1
Puppet1
TensorRT1
osquery1

What AI and ML technologies does Hadrian use?

LLM is named in 7% of job postings at Hadrian, followed by Claude (1%).

LLM 6 7% required in 100% · 3 open now · since Jul 2026
Claude 1 1% required in 100% · 1 open now · since Jul 2026

Which engineering practices does Hadrian ask for?

CI/CD is named in 14% of job postings at Hadrian, followed by Platform Engineering (10%), Machine Learning (8%), Time Series Forecasting (8%).

CI/CD 12 14% required in 100% · 10 open now · since Apr 2026
Platform Engineering 8 10% required in 100% · 4 open now · since Oct 2025
Machine Learning 7 8% required in 100% · 7 open now · since Feb 2026
Time Series Forecasting 7 8% required in 100% · 7 open now · since Oct 2025
Wi-Fi 6 7% required in 83% · 6 open now · since Aug 2026
GitOps 5 6% required in 100% · 3 open now · since Oct 2025
AI Agents 4 5% required in 100% · 3 open now · since Jul 2026
Computer Vision 4 5% required in 100% · 4 open now · since Feb 2026
Show all (52)
Data Augmentation4
Multimodal AI4
Synthetic Data4
VPN4
A/B Testing3
IAM3
TCP/IP3
DHCP2
DNS2
Digital Twin2
ETL/ELT2
Motion Planning2
OCR2
RAG2
Red Teaming2
Rollup2
Self-Healing2
Service Mesh2
AIOps1
Agentic Workflows1
Anomaly Detection1
BGP1
Configuration Management1
DPO1
Edge AI1
Embeddings1
Feature Store1
Fine-tuning1
Knowledge Distillation1
LLM Guardrails1
Localization1
Model Distillation1

And 12 more, each named in fewer postings.

What does each Hadrian team work with?

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

Industrial Engineering

19 postings
Python10
SQL7
SolidWorks5
AWS2
Blender2

DevOps

11 postings
Python8
Datadog4
Kubernetes4
Prometheus4
Terraform4
AWS3

Robotics

9 postings
Python6
C++4
SolidWorks3

Backend

8 postings
Python7
TypeScript5
Copilot4
Go3
gRPC3
C#2

AI/ML

8 postings
Python7
PyTorch5
Copilot3
SQL3
FastAPI2
TensorFlow2

Data Science

5 postings
Python5
SQL4
ClickHouse2
Dagster2
MQTT2
OPC UA2

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How much does Hadrian pay by technology?

Median stated pay of the postings that name each technology, against the median of all Hadrian postings with stated pay: $230k across 71 postings.

TechnologyPostings with payMedianvs company median
Python45$240k+4%
SQL20$220k−4%
Kubernetes14$285k+24%
AWS11$274k+19%
C++8$260k+13%
C#8$250k+9%
TypeScript8$250k+9%
PyTorch6$300k+30%
Datadog5$285k+24%
Go5$250k+9%

How is the Hadrian 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
DHCPAug 2026
DNSAug 2026
TCP/IPAug 2026
VPNAug 2026
Red TeamingAug 2026
dbtAug 2026
ClickHouseAug 2026
RedpandaAug 2026
Rising
SolidWorks0% → 13%
SQL18% → 30%
Machine Learning0% → 11%
LLM0% → 11%
Wi-Fi0% → 11%
PyTorch0% → 9%
Dagster0% → 7%
AI Agents0% → 7%
Falling
GitOps24% → 0%
Go24% → 2%
TypeScript24% → 4%
C#24% → 6%
K3s18% → 0%
Copilot24% → 7%
OPC UA24% → 7%
AWS29% → 15%

How modern is the Hadrian stack?

Cutting-edge AI adopter 77/100

Hadrian scores 77 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 Hadrian stack in its industry?

Share of the 1,885 companies in the same industries, whose stack Alion knows, that use each technology.

Python24%
SQL21%
Kubernetes10%
AWS10%
C++15%
C#9%
TypeScript9%
LLM8%
PyTorch5%
Dagster1%

What sets Hadrian apart

Dagster1%
Datadog2%
Go4%
Rust4%
Snowflake3%
Amazon EKS2%
GitHub Actions4%
K3s1%
Okta2%
Ray1%

Questions about the Hadrian tech stack

What programming languages does Hadrian use?

The languages named in Hadrian job postings are Python (63%), SQL (30%), C++ (12%), TypeScript (10%), C# (10%), as a share of the 84 postings of the last 12 months.

Does Hadrian use PyTorch?

Yes. PyTorch is named in 6 of 84 job postings (7%) and required in 6 of them.

What cloud and platforms does Hadrian use?

The cloud and platforms named in Hadrian job postings are Kubernetes (15), AWS (13), Datadog (5) (postings in brackets).

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

Industrial Engineering postings at Hadrian most often require Python (10), SQL (7), SolidWorks (5), AWS (2), out of 19 postings in the last 12 months.

Is the Hadrian tech stack changing?

Yes. DHCP, DNS, TCP/IP, VPN first appeared in Hadrian job postings in the last six months.

How modern is the Hadrian tech stack?

Hadrian scores 77 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 Hadrian tech stack?

Alion reads every job posting Hadrian publishes and tags the technologies each one names. The figures on this page count the 84 postings of the last 12 months and were updated on Sep 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, "Hadrian tech stack: 158 technologies from 84 job postings", as of Sep 28, 2026. https://alion.io/company/hadrianautomation/technologies

Licence: CC BY-SA 4.0JSON