Sonatus
Edge AI · Automotive Software

Sonatus tech stack

Sonatus builds mostly with Python, C++, Go, Java. Its stack also includes Linux, Kubernetes, Pytest, PyTorch. Python is named in 22 of the 31 job postings Sonatus published in the last 12 months (71%). Counted by Alion from the job postings of Sonatus, updated Nov 11, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 11, 2026
Technologies in use
117
Postings analysed
31
Open now
19
Modernity
81 /100
New in 6 months
8

What programming languages does Sonatus use?

Python is named in 71% of job postings at Sonatus, followed by C++ (61%), Go (23%), Java (19%).

Python 22 71% required in 95% · 14 open now · since Feb 2026
C++ 19 61% required in 89% · 13 open now · since Mar 2026
Go 7 23% required in 100% · 4 open now · since Mar 2026
Java 6 19% required in 100% · 3 open now · since Mar 2026
SQL 4 13% required in 100% · 2 open now · since Feb 2026
Rust 3 10% required in 67% · 3 open now · since May 2026
Bash 2 6% required in 100% · since Mar 2026
Groovy 2 6% required in 100% · since Mar 2026
Show all (9)
Scala2

What frameworks and libraries does Sonatus use?

Pytest is named in 23% of job postings at Sonatus, followed by PyTorch (23%), Scikit-learn (23%), TensorFlow (19%).

Pytest 7 23% required in 100% · 6 open now · since Mar 2026
PyTorch 7 23% required in 86% · 5 open now · since Mar 2026
Scikit-learn 7 23% required in 86% · 5 open now · since Mar 2026
TensorFlow 6 19% required in 100% · 4 open now · since Mar 2026
TensorFlow C++ 6 19% required in 100% · 4 open now · since Mar 2026
Transformers 4 13% required in 100% · 3 open now · since Apr 2026
Apache TVM 3 10% required in 100% · 3 open now · since Jul 2026
LiteRT 3 10% required in 100% · 3 open now · since Jul 2026
Show all (15)
Playwright3
Statsmodels3
TFLite3
LangGraph1
ONNX Runtime1
LangChain1
XGBoost1

What databases does Sonatus use?

Cassandra is named in 3% of job postings at Sonatus, followed by ClickHouse (3%), Druid (3%), Google BigQuery (3%).

Cassandra 1 3% required in 100% · since Jul 2026
ClickHouse 1 3% required in 100% · since Jul 2026
Druid 1 3% required in 100% · since Jul 2026
Google BigQuery 1 3% required in 100% · since Jul 2026
MySQL 1 3% required in 100% · since Feb 2026
PostgreSQL 1 3% required in 100% · since Jul 2026
SQLite 1 3% required in 100% · since Feb 2026
TimescaleDB 1 3% required in 100% · since Jul 2026
Show all (9)
DuckDB1

What cloud and platforms does Sonatus use?

Linux is named in 58% of job postings at Sonatus, followed by Kubernetes (32%), AWS (26%), GCP (19%).

Linux 18 58% required in 83% · 14 open now · since Mar 2026
Kubernetes 10 32% required in 60% · 5 open now · since Mar 2026
AWS 8 26% required in 100% · 3 open now · since Mar 2026
GCP 6 19% required in 100% · 3 open now · since Mar 2026
Azure 5 16% required in 100% · 3 open now · since Mar 2026
Apache Kafka 4 13% required in 50% · 3 open now · since May 2026
OpenAI 3 10% required in 100% · 3 open now · since Jul 2026
Grafana 2 6% required in 100% · since Mar 2026
Show all (16)
MLFlow2
RabbitMQ2
VMWare2
GitHub Actions1
GitLab CI1
Google GKE1
LDAP1
SonarQube1

What developer tools does Sonatus use?

Copilot is named in 23% of job postings at Sonatus, followed by Jenkins (23%), MQTT (23%), Docker (19%).

Copilot 7 23% required in 100% · 6 open now · since Mar 2026
Jenkins 7 23% required in 71% · 5 open now · since Mar 2026
MQTT 7 23% required in 29% · 6 open now · since Jul 2026
Docker 6 19% required in 83% · 3 open now · since Mar 2026
Git 6 19% required in 83% · 4 open now · since Feb 2026
ONNX 4 13% required in 100% · 4 open now · since Jul 2026
Terraform 4 13% required in 100% · 1 open now · since Mar 2026
CMake 4 13% required in 50% · 2 open now · since Mar 2026
Show all (27)
Fastlane3
Bazel3
TensorRT3
Ansible2
Nagios2
Prometheus2
Rest API2
KVM2
ArgoCD1
CloudFormation1
Google ADK1
GraphQL1
Helm1
Tcpdump1
Wireshark1
Canva1
Harbor1
Model Context Protocol1
Protobuf1

What AI and ML technologies does Sonatus use?

LLM is named in 29% of job postings at Sonatus, followed by Claude (26%), Gemini (10%).

LLM 9 29% required in 89% · 7 open now · since Mar 2026
Claude 8 26% required in 100% · 7 open now · since Mar 2026
Gemini 3 10% required in 100% · 3 open now · since Jul 2026

Which engineering practices does Sonatus ask for?

CI/CD is named in 29% of job postings at Sonatus, followed by Machine Learning (29%), Time Series (29%), AI Agents (26%).

CI/CD 9 29% required in 100% · 6 open now · since Mar 2026
Machine Learning 9 29% required in 100% · 6 open now · since Mar 2026
Time Series 9 29% required in 89% · 5 open now · since Mar 2026
AI Agents 8 26% required in 100% · 4 open now · since Mar 2026
RAG 6 19% required in 100% · 3 open now · since Mar 2026
Quantization 5 16% required in 100% · 5 open now · since Jul 2026
A/B Testing 4 13% required in 100% · 1 open now · since Mar 2026
Computer Vision 4 13% required in 100% · 3 open now · since Apr 2026
Show all (38)
Edge AI4
Hallucination4
Anomaly Detection4
TCP/IP4
CNN3
Knowledge Distillation3
Model Distillation3
Multi-Agent Systems3
NLP3
Synthetic Data3
Context Engineering2
DNS2
Function Calling2
HPC2
VPN2
Agentic Workflows1
Configuration Management1
ETL/ELT1
Embeddings1
Fine-tuning1
GitOps1
Human-in-the-Loop1
IAM1
LLM Evaluation1
LLM Guardrails1
Platform Engineering1
Progressive Delivery1
Reinforcement Learning1
VLAN1
FinOps1

What does each Sonatus team work with?

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

AI/ML

10 postings
Python8
C++7
LLM6
PyTorch6
Scikit-learn6
TensorFlow6

Backend

9 postings
C++7
Linux7
Python6
Copilot5
Claude4
Git4

DevOps

4 postings
Python4
AWS3
Jenkins3
Terraform3
Ansible2
Bash2

See the open roles

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How much does Sonatus pay by technology?

Median stated pay of the postings that name each technology, against the median of all Sonatus postings with stated pay: $263k across 12 postings.

TechnologyPostings with payMedianvs company median
Python9$272k+4%
Linux6$243k−7%

How is the Sonatus 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
TCP/IPJul 2026
FastlaneJul 2026
HPCJul 2026
ScalaJul 2026
MQTTJul 2026
QuantizationJul 2026
Edge AIJul 2026
ONNXJul 2026
Not named for 6 months
A/B TestingApr 2026
Multi-Agent SystemsApr 2026
Function CallingApr 2026
AnsibleMar 2026
BashMar 2026
DNSMar 2026
GrafanaMar 2026
GroovyMar 2026

How modern is the Sonatus stack?

Cutting-edge AI adopter 81/100

Sonatus scores 81 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: 3; legacy ones: 0.

How common is the Sonatus stack in its industry?

Share of the 209 companies in the same industries, whose stack Alion knows, that use each technology.

Python71%
C++48%
Linux56%
Kubernetes40%
LLM35%
AWS49%
Claude21%
Go20%
PyTorch32%
Pytest8%

What sets Sonatus apart

Statsmodels1%

Questions about the Sonatus tech stack

What programming languages does Sonatus use?

The languages named in Sonatus job postings are Python (71%), C++ (61%), Go (23%), Java (19%), SQL (13%), as a share of the 31 postings of the last 12 months.

Does Sonatus use Pytest?

Yes. Pytest is named in 7 of 31 job postings (23%) and required in 7 of them.

What cloud and platforms does Sonatus use?

The cloud and platforms named in Sonatus job postings are Linux (18), Kubernetes (10), AWS (8) (postings in brackets).

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

AI/ML postings at Sonatus most often require Python (8), C++ (7), LLM (6), PyTorch (6), out of 10 postings in the last 12 months.

Is the Sonatus tech stack changing?

Yes. TCP/IP, Fastlane, HPC, Scala first appeared in Sonatus job postings in the last six months.

How modern is the Sonatus tech stack?

Sonatus scores 81 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: 3; legacy ones: 0.

How does Alion know the Sonatus tech stack?

Alion reads every job posting Sonatus publishes and tags the technologies each one names. The figures on this page count the 31 postings of the last 12 months and were updated on Nov 11, 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, "Sonatus tech stack: 117 technologies from 31 job postings", as of Nov 11, 2026. https://alion.io/company/sonatus/technologies

Licence: CC BY-SA 4.0JSON