Sonatus tech stack

Sonatus builds mostly with Python, C++, Go, Java. Its stack also includes Linux, Kubernetes, PyTorch, PyTorch C++. Python is named in 18 of the 26 job postings Sonatus published in the last 12 months (69%). Counted by Alion from the job postings of Sonatus, updated Sep 27, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 27, 2026
Technologies in use
101
Postings analysed
26
Open now
19
Modernity
83 /100
New in 6 months
8

What programming languages does Sonatus use?

Python is named in 69% of job postings at Sonatus, followed by C++ (65%), Go (23%), Java (23%).

Python 18 69% required in 94% · 13 open now · since Feb 2026
C++ 17 65% required in 88% · 14 open now · since Mar 2026
Go 6 23% required in 100% · 4 open now · since Mar 2026
Java 6 23% required in 100% · 4 open now · since Mar 2026
SQL 4 15% required in 100% · 3 open now · since Feb 2026
Rust 3 12% required in 67% · 3 open now · since May 2026
Bash 2 8% required in 100% · 2 open now · since Mar 2026
Groovy 2 8% required in 100% · 2 open now · since Mar 2026
Show all (9)
Scala2

What frameworks and libraries does Sonatus use?

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

PyTorch 6 23% required in 100% · 4 open now · since Mar 2026
PyTorch C++ 6 23% required in 100% · 4 open now · since Mar 2026
Pytest 6 23% required in 100% · 6 open now · since Mar 2026
Scikit-learn 6 23% required in 100% · 4 open now · since Mar 2026
TensorFlow 6 23% required in 100% · 4 open now · since Mar 2026
TensorFlow C++ 6 23% required in 100% · 4 open now · since Mar 2026
Transformers 4 15% required in 100% · 3 open now · since Apr 2026
Apache TVM 3 12% required in 100% · 3 open now · since Jul 2026
Show all (14)
LiteRT3
Statsmodels3
TFLite3
Playwright2
LangGraph1
LangChain1

What databases does Sonatus use?

BigQuery is named in 4% of job postings at Sonatus, followed by Cassandra (4%), ClickHouse (4%), Druid (4%).

BigQuery 1 4% required in 100% · 1 open now · since Jul 2026
Cassandra 1 4% required in 100% · 1 open now · since Jul 2026
ClickHouse 1 4% required in 100% · 1 open now · since Jul 2026
Druid 1 4% required in 100% · 1 open now · since Jul 2026
Google BigQuery 1 4% required in 100% · 1 open now · since Jul 2026
MySQL 1 4% required in 100% · since Feb 2026
PostgreSQL 1 4% required in 100% · 1 open now · since Jul 2026
SQLite 1 4% required in 100% · since Feb 2026
Show all (9)
TimescaleDB1

What cloud and platforms does Sonatus use?

Linux is named in 58% of job postings at Sonatus, followed by Kubernetes (31%), AWS (27%), GCP (19%).

Linux 15 58% required in 80% · 14 open now · since Mar 2026
Kubernetes 8 31% required in 63% · 6 open now · since Mar 2026
AWS 7 27% required in 100% · 5 open now · since Mar 2026
GCP 5 19% required in 100% · 3 open now · since Mar 2026
Azure 4 15% required in 100% · 2 open now · since Mar 2026
OpenAI 3 12% required in 100% · 3 open now · since Jul 2026
Apache Kafka 3 12% required in 67% · 3 open now · since May 2026
Grafana 2 8% required in 100% · 2 open now · since Mar 2026
Show all (12)
RabbitMQ2
VMWare2
MLFlow1
LDAP1

What developer tools does Sonatus use?

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

Copilot 6 23% required in 100% · 6 open now · since Mar 2026
Docker 6 23% required in 83% · 4 open now · since Mar 2026
MQTT 6 23% required in 17% · 5 open now · since Jul 2026
Git 5 19% required in 100% · 4 open now · since Feb 2026
Jenkins 4 15% required in 75% · 4 open now · since Mar 2026
ONNX 3 12% required in 100% · 3 open now · since Jul 2026
Terraform 3 12% required in 100% · 3 open now · since Mar 2026
CMake 3 12% required in 33% · 3 open now · since Mar 2026
Show all (21)
TensorRT3
Ansible2
Fastlane2
Nagios2
Prometheus2
Bazel2
KVM2
CloudFormation1
GraphQL1
Rest API1
Tcpdump1
Wireshark1
Protobuf1

What AI and ML technologies does Sonatus use?

LLM is named in 31% of job postings at Sonatus, followed by Claude (27%), Gemini (12%).

LLM 8 31% required in 100% · 6 open now · since Mar 2026
Claude 7 27% required in 100% · 7 open now · since Mar 2026
Gemini 3 12% required in 100% · 3 open now · since Jul 2026

Which engineering practices does Sonatus ask for?

AI Agents is named in 31% of job postings at Sonatus, followed by Time Series Forecasting (31%), CI/CD (27%), Machine Learning (27%).

AI Agents 8 31% required in 100% · 3 open now · since Mar 2026
Time Series Forecasting 8 31% required in 100% · 5 open now · since Mar 2026
CI/CD 7 27% required in 100% · 7 open now · since Mar 2026
Machine Learning 7 27% required in 100% · 4 open now · since Mar 2026
RAG 6 23% required in 100% · 2 open now · since Mar 2026
A/B Testing 4 15% required in 100% · 1 open now · since Mar 2026
Computer Vision 4 15% required in 100% · 3 open now · since Apr 2026
Hallucination 4 15% required in 100% · 2 open now · since Mar 2026
Show all (33)
Anomaly Detection3
CNN3
Edge AI3
Knowledge Distillation3
Model Distillation3
Multi-Agent Systems3
NLP3
Quantization3
Synthetic Data3
Tool Use3
TCP/IP3
Configuration Management2
Context Engineering2
DNS2
HPC2
VPN2
Agentic Workflows1
ETL/ELT1
Embeddings1
Fine-tuning1
Human-in-the-Loop1
LLM Evaluation1
LLM Guardrails1
Reinforcement Learning1
VLAN1

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

9 postings
Python7
C++6
LLM6
PyTorch6
PyTorch C++6
Scikit-learn6

Backend

8 postings
C++6
Linux6
Copilot5
Python5
Claude4
Git4

DevOps

4 postings
Python4
Linux3
AWS2
Ansible2
Bash2
Grafana2

See the open roles

How does your stack fit Sonatus?

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

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: $290k across 9 postings.

TechnologyPostings with payMedianvs company median
Python7$290k0%
Linux5$272k−6%

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
Anomaly DetectionJul 2026
Apache TVMJul 2026
CNNJul 2026
Not named for 6 months
AnsibleMar 2026
BashMar 2026
Configuration ManagementMar 2026
DNSMar 2026
GrafanaMar 2026
GroovyMar 2026
NagiosMar 2026
PrometheusMar 2026

How modern is the Sonatus stack?

Cutting-edge AI adopter 83/100

Sonatus 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: 3; legacy ones: 0.

How common is the Sonatus stack in its industry?

Share of the 88 companies in the same industries, whose stack Alion knows, that use each technology.

Python72%
C++44%
Linux47%
Kubernetes35%
LLM39%
AWS50%
Claude27%
Go19%
Java26%
PyTorch38%

What sets Sonatus apart

Statsmodels2%

Questions about the Sonatus tech stack

What programming languages does Sonatus use?

The languages named in Sonatus job postings are Python (69%), C++ (65%), Go (23%), Java (23%), SQL (15%), as a share of the 26 postings of the last 12 months.

Does Sonatus use PyTorch?

Yes. PyTorch is named in 6 of 26 job postings (23%) and required in 6 of them.

What cloud and platforms does Sonatus use?

The cloud and platforms named in Sonatus job postings are Linux (15), Kubernetes (8), AWS (7) (postings in brackets).

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

AI/ML postings at Sonatus most often require Python (7), C++ (6), LLM (6), PyTorch (6), out of 9 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 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: 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 26 postings of the last 12 months and were updated on Sep 27, 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: 101 technologies from 26 job postings", as of Sep 27, 2026. https://alion.io/company/sonatus/technologies

Licence: CC BY-SA 4.0JSON