True Anomaly tech stack

True Anomaly builds mostly with Python, C++, MATLAB, TypeScript. Its stack also includes Azure, AWS, React.js, Three.JS. Python is named in 65 of the 134 job postings True Anomaly published in the last 12 months (49%). Counted by Alion from the job postings of True Anomaly, updated Sep 27, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 27, 2026
Technologies in use
196
Postings analysed
134
Open now
101
Modernity
80 /100
New in 6 months
8

What programming languages does True Anomaly use?

Python is named in 49% of job postings at True Anomaly, followed by C++ (27%), MATLAB (17%), TypeScript (10%).

Python 65 49% required in 72% · 51 open now · since Nov 2025
C++ 36 27% required in 83% · 31 open now · since Nov 2025
MATLAB 23 17% required in 43% · 16 open now · since Jan 2026
TypeScript 13 10% required in 100% · 9 open now · since Jan 2026
JavaScript 13 10% required in 62% · 6 open now · since Jan 2026
Elixir 9 7% required in 100% · 8 open now · since Mar 2026
SQL 6 4% required in 83% · 5 open now · since Jun 2026
VHDL 5 4% required in 60% · 4 open now · since Mar 2026
Show all (21)
Bash4
Rust4
Erlang4
Embedded C3
Verilog3
C3
GLSL1
Java1
Node JS1
F#1
Haskell1
OCaml1
Scala1

What frameworks and libraries does True Anomaly use?

React.js is named in 5% of job postings at True Anomaly, followed by Three.JS (5%), React Three Fiber (4%), CrewAI (3%).

React.js 7 5% required in 100% · 4 open now · since Jan 2026
Three.JS 7 5% required in 14% · 4 open now · since Jan 2026
React Three Fiber 6 4% required in 17% · 3 open now · since Jan 2026
CrewAI 4 3% required in 75% · 3 open now · since Jun 2026
Pydantic AI 4 3% required in 75% · 3 open now · since Jun 2026
OpenTelemetry 4 3% optional · 3 open now · since Mar 2026
Matplotlib 3 2% required in 100% · 3 open now · since Aug 2026
PyTorch 3 2% required in 100% · 3 open now · since May 2026
Show all (30)
Vitest3
Scikit-learn3
TensorFlow3
Bootstrap2
JAX2
Playwright2
STL2
LangChain2
Babylon.js1
Jest1
NumPy1
ONNX Runtime1
Plotly1
PyTorch C++1
Seaborn1
Unity1
Broadway1
NVIDIA NeMo1
OpenCV1
Phoenix Framework1
ROS1
TensorFlow C++1

What databases does True Anomaly use?

PostgreSQL is named in 4% of job postings at True Anomaly, followed by Amazon Redshift (1%), Snowflake (1%).

PostgreSQL 6 4% required in 33% · 6 open now · since Mar 2026
Amazon Redshift 1 1% required in 100% · 1 open now · since Aug 2026
Snowflake 1 1% required in 100% · 1 open now · since Aug 2026

What cloud and platforms does True Anomaly use?

Azure is named in 22% of job postings at True Anomaly, followed by AWS (22%), Linux (13%), Kubernetes (10%).

Azure 30 22% required in 77% · 18 open now · since Feb 2026
AWS 30 22% required in 67% · 19 open now · since Feb 2026
Linux 18 13% required in 50% · 15 open now · since Mar 2026
Kubernetes 13 10% required in 77% · 6 open now · since Feb 2026
GCP 12 9% required in 67% · 8 open now · since Mar 2026
RTOS 8 6% required in 100% · 7 open now · since Mar 2026
Azure RTOS 7 5% required in 100% · 6 open now · since Mar 2026
GitHub Actions 7 5% required in 71% · 2 open now · since Feb 2026
Show all (34)
Figma7
Grafana6
SIEM5
Azure AKS4
GitHub3
Istio3
Linkerd3
Apache Kafka3
Tableau3
Windows2
Power BI2
Active Directory1
Amazon EKS1
Anthropic1
Authentik1
Databricks1
GitLab CI1
JFrog Xray1
LDAP1
Microsoft Defender1
Microsoft Defender for Cloud1
NixOS1
OpenAI1
RTEMS1
RabbitMQ1
Spark1

What developer tools does True Anomaly use?

Git is named in 13% of job postings at True Anomaly, followed by SolidWorks (11%), Terraform (10%), WebSockets (7%).

Git 18 13% required in 61% · 13 open now · since Nov 2025
SolidWorks 15 11% required in 80% · 12 open now · since Jul 2025
Terraform 13 10% required in 92% · 6 open now · since Feb 2026
WebSockets 9 7% required in 100% · 7 open now · since Jan 2026
gRPC 9 7% required in 100% · 7 open now · since Jan 2026
Altium Designer 6 4% required in 67% · 3 open now · since Mar 2026
Docker 6 4% required in 67% · 3 open now · since Mar 2026
CAPA 4 3% required in 100% · 4 open now · since Apr 2026
Show all (51)
GraphQL4
Rest API4
Prometheus4
Ansible3
HashiCorp Vault3
Microsoft Excel3
Model Context Protocol3
Vault3
EtherCAT3
CloudFormation2
Helm2
Loki2
OrCAD2
Siemens ModelSim2
Siemens QuestaSim2
GMAT2
ONNX2
Pulumi2
TensorRT2
Bazel2
CMake2
dbt2
Blender1
Cilium1
CodeQL1
Ghidra1
Jenkins1
Keycloak1
KiCad1
Kyverno1
Nessus1
Open Policy Agent1

And 11 more, each named in fewer postings.

What AI and ML technologies does True Anomaly use?

LLM is named in 1% of job postings at True Anomaly, followed by YOLO (1%), Claude (1%), GPT-4 (1%).

LLM 2 1% required in 50% · since Apr 2026
YOLO 2 1% required in 50% · 2 open now · since Aug 2026
Claude 1 1% required in 100% · since Apr 2026
GPT-4 1 1% required in 100% · since Apr 2026
Llama 1 1% required in 100% · since Apr 2026
ResNet 1 1% required in 100% · 1 open now · since Aug 2026

Which engineering practices does True Anomaly ask for?

CI/CD is named in 27% of job postings at True Anomaly, followed by Sensor Fusion (13%), Platform Engineering (7%), Human-in-the-Loop (6%).

CI/CD 36 27% required in 53% · 23 open now · since Nov 2025
Sensor Fusion 17 13% required in 53% · 16 open now · since Dec 2025
Platform Engineering 9 7% required in 89% · 6 open now · since Apr 2026
Human-in-the-Loop 8 6% required in 100% · 6 open now · since Mar 2026
IAM 7 5% required in 71% · 6 open now · since Apr 2026
TCP/IP 7 5% required in 57% · 6 open now · since Mar 2026
Anomaly Detection 6 4% required in 83% · 6 open now · since May 2026
Computer Vision 6 4% required in 33% · 6 open now · since Dec 2025
Show all (51)
PKI5
Time Series Forecasting5
DNS4
Function Calling4
RAG4
Machine Learning4
Service Mesh4
AI Agents3
Prompt Engineering3
Tool Use3
Digital Twin3
GitOps3
Quantization3
Edge AI2
Incident Management2
Inertial Navigation2
Reinforcement Learning2
VLAN2
VPN2
Localization2
Multimodal AI2
Sim-to-Real2
Synthetic Data2
CNN2
Error Budget2
LLM Evaluation2
NLP2
Configuration Management1
ETL/ELT1
EU AI Act1
LLM Guardrails1
NIST AI RMF1

And 11 more, each named in fewer postings.

What does each True Anomaly team work with?

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

Industrial Engineering

32 postings
Python13
C++10
SolidWorks8
MATLAB5
CAPA4

Hardware

27 postings
C++11
Python9
Azure RTOS7
RTOS7
Rust3
VHDL3

DevOps

16 postings
Azure14
AWS13
Terraform10
Python8
GCP7
Kubernetes7

Backend

10 postings
Elixir7
WebSockets6
gRPC6
Git5
TypeScript4
GraphQL3

QA

7 postings
MATLAB3
Python3
Git2
JavaScript2
Playwright2

Security

7 postings
AWS4
Azure4
C++4
Embedded C2
Kubernetes2
Linux2

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How much does True Anomaly pay by technology?

Median stated pay of the postings that name each technology, against the median of all True Anomaly postings with stated pay: $220k across 114 postings.

TechnologyPostings with payMedianvs company median
Python53$220k0%
C++26$255k+16%
AWS26$250k+14%
Azure26$250k+14%
MATLAB23$155k−30%
Linux14$225k+2%
Kubernetes12$238k+8%
GCP10$263k+19%
JavaScript10$243k+10%
TypeScript10$230k+5%

How is the True Anomaly 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
NLPSep 2026
Edge AIAug 2026
QuantizationAug 2026
Multimodal AIAug 2026
ONNXAug 2026
Sim-to-RealAug 2026
Synthetic DataAug 2026
TensorRTAug 2026
Rising
SQL0% → 11%
Anomaly Detection2% → 9%
Grafana0% → 6%
PKI2% → 8%
VHDL0% → 6%
Time Series Forecasting2% → 8%
AI Agents0% → 6%
Matplotlib0% → 6%
Falling
MATLAB26% → 11%
TypeScript17% → 2%
SolidWorks17% → 8%
Kubernetes17% → 8%
Platform Engineering14% → 6%
WebSockets7% → 0%
gRPC7% → 0%
Model Context Protocol7% → 0%
Not named for 6 months
VitestMar 2026
STLMar 2026
BazelMar 2026
CMakeMar 2026
GMATMar 2026

How modern is the True Anomaly stack?

Cutting-edge AI adopter 80/100

True Anomaly scores 80 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: 6; legacy ones: 0.

How common is the True Anomaly stack in its industry?

Share of the 260 companies in the same industries, whose stack Alion knows, that use each technology.

Python62%
C++52%
AWS40%
Azure34%
MATLAB35%
Linux53%
JavaScript37%
Kubernetes39%
TypeScript29%
GCP26%

What sets True Anomaly apart

Elixir0%
Azure RTOS1%
Three.JS2%
React Three Fiber0%
Erlang0%
Pydantic AI1%
Linkerd2%
Matplotlib4%
Vitest3%

Questions about the True Anomaly tech stack

What programming languages does True Anomaly use?

The languages named in True Anomaly job postings are Python (49%), C++ (27%), MATLAB (17%), TypeScript (10%), JavaScript (10%), as a share of the 134 postings of the last 12 months.

Does True Anomaly use React.js?

Yes. React.js is named in 7 of 134 job postings (5%) and required in 7 of them.

What cloud and platforms does True Anomaly use?

The cloud and platforms named in True Anomaly job postings are Azure (30), AWS (30), Linux (18) (postings in brackets).

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

Industrial Engineering postings at True Anomaly most often require Python (13), C++ (10), SolidWorks (8), MATLAB (5), out of 32 postings in the last 12 months.

Is the True Anomaly tech stack changing?

Yes. NLP, Edge AI, Quantization, Multimodal AI first appeared in True Anomaly job postings in the last six months.

How modern is the True Anomaly tech stack?

True Anomaly scores 80 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: 6; legacy ones: 0.

How does Alion know the True Anomaly tech stack?

Alion reads every job posting True Anomaly publishes and tags the technologies each one names. The figures on this page count the 134 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, "True Anomaly tech stack: 196 technologies from 134 job postings", as of Sep 27, 2026. https://alion.io/company/true-anomaly/technologies

Licence: CC BY-SA 4.0JSON