Avathon
Predictive Analytics · Industrial AI

Avathon tech stack

Avathon builds mostly with Python, Java, SQL, C++. Its stack also includes AWS, GCP, PyTorch, TensorFlow. Python is named in 26 of the 62 job postings Avathon published in the last 12 months (42%). Counted by Alion from the job postings of Avathon, updated Nov 12, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 12, 2026
Technologies in use
173
Postings analysed
62
Open now
52
Modernity
83 /100
New in 6 months
8

What programming languages does Avathon use?

Python is named in 42% of job postings at Avathon, followed by Java (8%), SQL (6%), C++ (5%).

Python 26 42% required in 85% · 24 open now · since Jun 2025
Java 5 8% required in 100% · 5 open now · since Oct 2026
SQL 4 6% required in 75% · 3 open now · since Feb 2026
C++ 3 5% required in 67% · 3 open now · since Feb 2026
Scala 3 5% required in 67% · 3 open now · since Jul 2026
JavaScript 3 5% optional · 3 open now · since Mar 2026
Go 2 3% required in 100% · 2 open now · since Oct 2026
PHP 2 3% optional · since Jun 2026
Show all (13)
TypeScript2
Kotlin1
Rust1
Swift1
Dart1

What frameworks and libraries does Avathon use?

PyTorch is named in 19% of job postings at Avathon, followed by TensorFlow (16%), DeepEval (8%), NumPy (6%).

PyTorch 12 19% required in 92% · 11 open now · since Jun 2025
TensorFlow 10 16% required in 90% · 9 open now · since Jun 2025
DeepEval 5 8% optional · 4 open now · since Feb 2026
NumPy 4 6% required in 100% · 4 open now · since Feb 2026
LangChain 3 5% required in 100% · 3 open now · since Feb 2026
LlamaIndex 3 5% required in 100% · 3 open now · since Feb 2026
Django 2 3% required in 100% · 2 open now · since Jul 2026
Statsmodels 2 3% required in 100% · 2 open now · since Apr 2026
Show all (39)
React.js2
Alamofire1
Combine1
Dagster1
Espresso1
FAISS1
Hilt1
JUnit1
Jetpack Compose1
MockK1
Mockito1
OkHttp1
Pandas1
Prophet1
Retrofit1
Room1
SwiftUI1
UIKit1
ViewModel1
WorkManager1
XCTest1
Flutter1
Kotlin Multiplatform1
LeakCanary1
React Hook Form1
React Router1
Redux1
Redux Toolkit1
Tailwind CSS1
Transformers1
Zod1

What databases does Avathon use?

Neo4j is named in 6% of job postings at Avathon, followed by Amazon Neptune (5%), Snowflake (3%), PostgreSQL (3%).

Neo4j 4 6% required in 100% · 4 open now · since Jun 2025
Amazon Neptune 3 5% required in 100% · 3 open now · since Feb 2026
Snowflake 2 3% required in 100% · 2 open now · since Oct 2025
PostgreSQL 2 3% required in 50% · 2 open now · since Jul 2026
ElasticSearch 2 3% optional · 2 open now · since Feb 2026
Dgraph 1 2% required in 100% · 1 open now · since Oct 2026
RocksDB 1 2% required in 100% · 1 open now · since Oct 2026
Amazon Aurora 1 2% optional · 1 open now · since Oct 2026
Show all (12)
Cassandra1
Google Bigtable1
Google Cloud Spanner1
HBase1

What cloud and platforms does Avathon use?

AWS is named in 32% of job postings at Avathon, followed by GCP (31%), Azure (18%), Hugging Face (13%).

AWS 20 32% required in 85% · 18 open now · since Jun 2025
GCP 19 31% required in 84% · 17 open now · since Jun 2025
Azure 11 18% required in 91% · 10 open now · since Feb 2026
Hugging Face 8 13% required in 100% · 7 open now · since Feb 2026
Apache Kafka 6 10% required in 67% · 6 open now · since Oct 2025
Arize Phoenix 5 8% optional · 4 open now · since Feb 2026
LangSmith 5 8% optional · 4 open now · since Feb 2026
Langfuse 5 8% optional · 4 open now · since Feb 2026
Show all (31)
Databricks4
Kubernetes4
Spark4
Amazon SageMaker2
Figma2
Active Directory1
Amazon EKS1
Amazon Kinesis1
Android SDK1
Azure AKS1
Bitbucket1
Datadog1
GitHub1
GitHub Actions1
GitLab CI1
Google GKE1
Grafana1
Prefect1
Runway1
Firebase1
Power BI1
VMWare1
Weights & Biases1

What developer tools does Avathon use?

OPC UA is named in 10% of job postings at Avathon, followed by Rest API (10%), MQTT (8%), Jenkins (8%).

OPC UA 6 10% required in 67% · 5 open now · since Jul 2026
Rest API 6 10% required in 67% · 6 open now · since Feb 2026
MQTT 5 8% required in 80% · 4 open now · since Aug 2026
Jenkins 5 8% required in 40% · 4 open now · since Feb 2026
GraphQL 4 6% required in 25% · 4 open now · since Jun 2025
Travis CI 4 6% required in 25% · 3 open now · since Feb 2026
DNP3 2 3% required in 100% · 2 open now · since Oct 2026
Microsoft Excel 2 3% required in 100% · 2 open now · since Jul 2026
Show all (31)
Cameo Systems Modeler2
Docker2
SysML2
WordPress2
Adobe After Effects1
Adobe Photoshop1
Apache HTTP Server1
ArgoCD1
Bitrise1
CATIA1
Consul1
Copilot1
Fastlane1
Helm1
Prometheus1
Siemens NX1
SolidWorks1
Terraform1
Webpack1
ZooKeeper1
etcd1
Git1
Keycloak1

What AI and ML technologies does Avathon use?

LLM is named in 21% of job postings at Avathon, followed by Claude (6%), ChatGPT (5%), Llama (2%).

LLM 13 21% required in 77% · 11 open now · since Jun 2025
Claude 4 6% required in 75% · 1 open now · since Jun 2026
ChatGPT 3 5% required in 33% · 1 open now · since Jul 2026
Llama 1 2% required in 100% · 1 open now · since Jun 2025
LoRA 1 2% required in 100% · 1 open now · since Jun 2025
Midjourney 1 2% required in 100% · 1 open now · since Sep 2026
Mistral 1 2% required in 100% · 1 open now · since Jun 2025
PEFT 1 2% required in 100% · 1 open now · since Jun 2025
Show all (10)
QLoRA1
Gemini1

Which engineering practices does Avathon ask for?

AI Agents is named in 98% of job postings at Avathon, followed by Computer Vision (98%), Knowledge Graph (98%), Time Series (98%).

AI Agents 61 98% required in 100% · 52 open now · since Jun 2025
Computer Vision 61 98% required in 100% · 52 open now · since Jun 2025
Knowledge Graph 61 98% required in 49% · 52 open now · since Jun 2025
Time Series 61 98% required in 16% · 52 open now · since Jun 2025
Digital Twin 61 98% required in 15% · 52 open now · since Jun 2025
Machine Learning 18 29% required in 78% · 14 open now · since Oct 2025
Physical AI 15 24% required in 93% · 13 open now · since Mar 2026
Anomaly Detection 11 18% required in 100% · 10 open now · since Feb 2026
Show all (35)
CI/CD10
Multimodal AI8
RAG8
Fine-tuning7
Prompt Engineering7
LLM Guardrails6
Hallucination5
Reinforcement Learning4
NLP4
Agentic Workflows3
Platform Engineering2
AIOps2
FMEA2
IAM2
MBSE2
NER2
CAPA1
Clean Architecture1
Human-in-the-Loop1
Incident Management1
MVI1
MVVM1
Quantization1
Reinforcement Learning1
SLI/SLO/SLA1
Semantic Search1
Function Calling1

What other technologies does Avathon use?

Kotlin Coroutines is named in 2% of job postings at Avathon, followed by Swift Concurrency (2%).

Kotlin Coroutines 1 2% required in 100% · 1 open now · since Oct 2026
Swift Concurrency 1 2% required in 100% · 1 open now · since Oct 2026

What does each Avathon team work with?

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

AI/ML

15 postings
Python14
PyTorch11
LLM9
TensorFlow9
Hugging Face8
AWS7

Solutions

3 postings
AWS2
GCP2
MQTT2
OPC UA2

See the open roles

How does your stack fit Avathon?

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

How much does Avathon pay by technology?

Median stated pay of the postings that name each technology, against the median of all Avathon postings with stated pay: $190k across 40 postings.

TechnologyPostings with payMedianvs company median
Python15$220k+16%
AWS11$220k+16%
GCP10$220k+16%
LLM6$200k+5%
PyTorch5$240k+26%
Azure5$220k+16%

How is the Avathon 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
DNP3Oct 2026
GoOct 2026
JavaOct 2026
Cameo Systems ModelerSep 2026
MBSESep 2026
SysMLSep 2026
FMEASep 2026
FigmaSep 2026
Rising
Java0% → 14%
MQTT0% → 14%
Multimodal AI6% → 17%
OPC UA6% → 14%
Falling
Azure38% → 6%
CI/CD38% → 6%
TensorFlow31% → 3%
Python56% → 29%
Claude25% → 0%
PyTorch31% → 9%
Prompt Engineering25% → 3%
GCP44% → 23%

How modern is the Avathon stack?

Cutting-edge AI adopter 83/100

Avathon scores 83 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: 10; legacy ones: 0.

How common is the Avathon stack in its industry?

Share of the 340 companies in the same industries, whose stack Alion knows, that use each technology.

Python78%
AWS48%
GCP35%
LLM37%
PyTorch33%
Azure36%
TensorFlow22%
Hugging Face8%
Apache Kafka17%
Arize Phoenix1%

What sets Avathon apart

Arize Phoenix1%
DeepEval1%
LangSmith3%
Langfuse2%
Neo4j2%
Amazon Neptune1%

Questions about the Avathon tech stack

What programming languages does Avathon use?

The languages named in Avathon job postings are Python (42%), Java (8%), SQL (6%), C++ (5%), Scala (5%), as a share of the 62 postings of the last 12 months.

Does Avathon use PyTorch?

Yes. PyTorch is named in 12 of 62 job postings (19%) and required in 11 of them.

What cloud and platforms does Avathon use?

The cloud and platforms named in Avathon job postings are AWS (20), GCP (19), Azure (11) (postings in brackets).

What skills do you need for a AI/ML job at Avathon?

AI/ML postings at Avathon most often require Python (14), PyTorch (11), LLM (9), TensorFlow (9), out of 15 postings in the last 12 months.

Is the Avathon tech stack changing?

Yes. DNP3, Go, Java, Cameo Systems Modeler first appeared in Avathon job postings in the last six months.

How modern is the Avathon tech stack?

Avathon scores 83 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: 10; legacy ones: 0.

How does Alion know the Avathon tech stack?

Alion reads every job posting Avathon publishes and tags the technologies each one names. The figures on this page count the 62 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, "Avathon tech stack: 173 technologies from 62 job postings", as of Nov 12, 2026. https://alion.io/company/avathon/technologies

Licence: CC BY-SA 4.0JSON