TRACTIAN tech stack

TRACTIAN builds mostly with Python, JavaScript, Go, TypeScript. Its stack also includes React.js, Apollo, Figma, PostgreSQL. Python is named in 17 of the 37 job postings TRACTIAN published in the last 12 months (46%). Counted by Alion from the job postings of TRACTIAN, updated Oct 14, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 14, 2026
Technologies in use
122
Postings analysed
37
Open now
37
Modernity
85 /100
New in 6 months
8

What programming languages does TRACTIAN use?

Python is named in 46% of job postings at TRACTIAN, followed by JavaScript (22%), Go (19%), TypeScript (16%).

Python 17 46% required in 76% · 17 open now · since Jun 2026
JavaScript 8 22% required in 25% · 8 open now · since Jun 2026
Go 7 19% required in 100% · 7 open now · since Jun 2026
TypeScript 6 16% required in 100% · 6 open now · since Jun 2026
SQL 4 11% required in 100% · 4 open now · since Jul 2026
MATLAB 3 8% required in 100% · 3 open now · since Jun 2026
C++ 3 8% required in 67% · 3 open now · since Jun 2026
Node JS 2 5% required in 100% · 2 open now · since Jun 2026
Show all (12)
Kotlin1
PowerShell1
Rust1
Swift1

What frameworks and libraries does TRACTIAN use?

React.js is named in 16% of job postings at TRACTIAN, followed by PyTorch (11%), Playwright (11%), Cypress (8%).

React.js 6 16% required in 83% · 6 open now · since Jun 2026
PyTorch 4 11% required in 100% · 4 open now · since Jun 2026
Playwright 4 11% required in 75% · 4 open now · since Jun 2026
Cypress 3 8% required in 100% · 3 open now · since Jun 2026
FastAPI 3 8% required in 100% · 3 open now · since Jun 2026
Jotai 3 8% required in 100% · 3 open now · since Jun 2026
Redux 3 8% required in 100% · 3 open now · since Jun 2026
Zustand 3 8% required in 100% · 3 open now · since Jun 2026
Show all (28)
Jest2
NumPy2
Vitest2
Selenium2
Appium1
BullMQ1
ESP-IDF1
Espresso1
Flask1
JAX1
OpenTelemetry1
Pact1
Pandas1
Rest-Assured1
Robot Framework1
Scikit-learn1
TensorRT-LLM1
XCUITest1
pgvector1
Streamlit1

What databases does TRACTIAN use?

PostgreSQL is named in 11% of job postings at TRACTIAN, followed by Redis (8%), ClickHouse (5%), Cassandra (3%).

PostgreSQL 4 11% required in 75% · 4 open now · since Jun 2026
Redis 3 8% required in 67% · 3 open now · since Jun 2026
ClickHouse 2 5% required in 100% · 2 open now · since Jun 2026
Cassandra 1 3% required in 100% · 1 open now · since Jun 2026
Pinecone 1 3% required in 100% · 1 open now · since Aug 2026
ScyllaDB 1 3% required in 100% · 1 open now · since Jun 2026
Snowflake 1 3% required in 100% · 1 open now · since Jan 2024
Weaviate 1 3% required in 100% · 1 open now · since Aug 2026

What cloud and platforms does TRACTIAN use?

Apollo is named in 14% of job postings at TRACTIAN, followed by Figma (11%), Kubernetes (11%), AWS (8%).

Apollo 5 14% required in 100% · 5 open now · since Jan 2026
Figma 4 11% required in 100% · 4 open now · since Aug 2026
Kubernetes 4 11% required in 75% · 4 open now · since Jun 2026
AWS 3 8% required in 100% · 3 open now · since Jun 2026
Datadog 3 8% required in 100% · 3 open now · since Jun 2026
Grafana 3 8% required in 100% · 3 open now · since Jun 2026
Anthropic 3 8% required in 67% · 3 open now · since Jun 2026
OpenAI 3 8% required in 67% · 3 open now · since Jun 2026
Show all (26)
Apache Kafka2
GitHub Actions2
GitHub2
Amazon ECS1
Amazon EKS1
Azure1
Cloudflare1
Databricks1
FreeRTOS1
GCP1
GitLab CI1
Power BI1
RTOS1
RabbitMQ1
Runway1
Sentry1
Twilio1
Spark1

What developer tools does TRACTIAN use?

Docker is named in 16% of job postings at TRACTIAN, followed by gRPC (11%), Git (8%), Rest API (8%).

Docker 6 16% required in 83% · 6 open now · since Jun 2026
gRPC 4 11% required in 50% · 4 open now · since Jun 2026
Git 3 8% required in 100% · 3 open now · since Aug 2026
Rest API 3 8% required in 100% · 3 open now · since Jun 2026
SolidWorks 3 8% required in 100% · 3 open now · since Jun 2026
KiCad 2 5% required in 100% · 2 open now · since Jun 2026
k6 2 5% required in 100% · 2 open now · since Aug 2026
Simulink 2 5% required in 50% · 2 open now · since Jun 2026
Show all (25)
Altium Designer1
Helm1
Jenkins1
Keysight ADS1
LTspice1
Maestro1
Model Context Protocol1
Terraform1
llama.cpp1
pySpark1
Adobe After Effects1
Blender1
Rollup1
TensorRT1
Turborepo1
Vite1
pnpm1

What AI and ML technologies does TRACTIAN use?

LLM is named in 11% of job postings at TRACTIAN, followed by Claude (8%), Gemini (5%), Kling (3%).

LLM 4 11% required in 100% · 4 open now · since Jun 2026
Claude 3 8% required in 100% · 3 open now · since Aug 2026
Gemini 2 5% required in 100% · 2 open now · since Aug 2026
Kling 1 3% required in 100% · 1 open now · since Aug 2026

Which engineering practices does TRACTIAN ask for?

Machine Learning is named in 14% of job postings at TRACTIAN, followed by CI/CD (11%), RAG (8%), State Management (8%).

Machine Learning 5 14% required in 100% · 5 open now · since Jun 2026
CI/CD 4 11% required in 100% · 4 open now · since Jun 2026
RAG 3 8% required in 100% · 3 open now · since Aug 2026
State Management 3 8% required in 100% · 3 open now · since Jun 2026
ETL/ELT 2 5% required in 100% · 2 open now · since Jun 2026
Time Series Forecasting 2 5% required in 100% · 2 open now · since Jun 2026
Wi-Fi 2 5% optional · 2 open now · since Jun 2026
AI Agents 1 3% required in 100% · 1 open now · since Jun 2026
Show all (19)
Agentic Workflows1
Anomaly Detection1
Incident Management1
LLM Guardrails1
Model Distillation1
OCR1
Prompt Engineering1
Quantization1
Fine-tuning1
Multimodal AI1
Tool Use1

What does each TRACTIAN team work with?

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

Backend

5 postings
Go4
Python3
TypeScript3
Docker2
Node JS2
PostgreSQL2

AI/ML

3 postings
Go3
LLM3
Docker2
PyTorch2
Python2
Rest API2

Industrial Engineering

3 postings
MATLAB2
Python2
SolidWorks2

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How is the TRACTIAN 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
ClaudeAug 2026
GitAug 2026
FigmaAug 2026
RAGAug 2026
GeminiAug 2026
k6Aug 2026
SQLJul 2026
PyTorchJun 2026
Rising
TypeScript6% → 31%
Figma0% → 25%
SQL0% → 25%
Claude0% → 19%
Git0% → 19%
RAG0% → 19%
Docker11% → 25%
LLM6% → 19%
Falling
Python61% → 38%

How modern is the TRACTIAN stack?

Cutting-edge AI adopter 85/100

TRACTIAN scores 85 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: 4; legacy ones: 0.

How common is the TRACTIAN stack in its industry?

Share of the 579 companies in the same industries, whose stack Alion knows, that use each technology.

Python47%
JavaScript30%
Go9%
React.js20%
TypeScript23%
Apollo1%
Figma7%
Kubernetes22%
LLM19%
Playwright6%

What sets TRACTIAN apart

Apollo1%
Anthropic3%
Cypress4%
Jotai0%
Redux3%
Zustand1%

Questions about the TRACTIAN tech stack

What programming languages does TRACTIAN use?

The languages named in TRACTIAN job postings are Python (46%), JavaScript (22%), Go (19%), TypeScript (16%), SQL (11%), as a share of the 37 postings of the last 12 months.

Does TRACTIAN use React.js?

Yes. React.js is named in 6 of 37 job postings (16%) and required in 5 of them.

What cloud and platforms does TRACTIAN use?

The cloud and platforms named in TRACTIAN job postings are Apollo (5), Figma (4), Kubernetes (4) (postings in brackets).

What skills do you need for a Backend job at TRACTIAN?

Backend postings at TRACTIAN most often require Go (4), Python (3), TypeScript (3), Docker (2), out of 5 postings in the last 12 months.

Is the TRACTIAN tech stack changing?

Yes. Claude, Git, Figma, RAG first appeared in TRACTIAN job postings in the last six months.

How modern is the TRACTIAN tech stack?

TRACTIAN scores 85 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: 4; legacy ones: 0.

How does Alion know the TRACTIAN tech stack?

Alion reads every job posting TRACTIAN publishes and tags the technologies each one names. The figures on this page count the 37 postings of the last 12 months and were updated on Oct 14, 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, "TRACTIAN tech stack: 122 technologies from 37 job postings", as of Oct 14, 2026. https://alion.io/company/tractian/technologies

Licence: CC BY-SA 4.0JSON