Twgglobal tech stack

Twgglobal builds mostly with Python, Java, JavaScript, SQL. Its stack also includes AWS, GCP, PyTorch, Scikit-learn. Python is named in 13 of the 20 job postings Twgglobal published in the last 12 months (65%). Counted by Alion from the job postings of Twgglobal, updated Oct 1, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 1, 2026
Technologies in use
83
Postings analysed
20
Open now
15
Modernity
85 /100
New in 6 months
8

What programming languages does Twgglobal use?

Python is named in 65% of job postings at Twgglobal, followed by Java (15%), JavaScript (15%), SQL (10%).

Python 13 65% required in 92% · 12 open now · since Mar 2026
Java 3 15% required in 100% · 3 open now · since Mar 2026
JavaScript 3 15% optional · 3 open now · since Mar 2026
SQL 2 10% required in 50% · 2 open now · since Aug 2026
Swift 2 10% optional · 2 open now · since Aug 2026
Go 1 5% required in 100% · since Jul 2026

What frameworks and libraries does Twgglobal use?

PyTorch is named in 30% of job postings at Twgglobal, followed by Scikit-learn (30%), LangGraph (30%), LangChain (30%).

PyTorch 6 30% required in 100% · 6 open now · since Jul 2026
Scikit-learn 6 30% required in 100% · 6 open now · since Jul 2026
LangGraph 6 30% required in 83% · 6 open now · since Mar 2026
LangChain 6 30% required in 50% · 6 open now · since Mar 2026
NumPy 4 20% required in 100% · 4 open now · since Aug 2026
Pandas 3 15% required in 100% · 3 open now · since Aug 2026
React.js 3 15% required in 100% · 3 open now · since Mar 2026
TensorFlow 3 15% required in 100% · 3 open now · since Aug 2026
Show all (17)
Spring Boot2
Push Notifications2
SwiftUI2
Matplotlib1
Plotly1
Seaborn1
Substrate1
XGBoost1
FAISS1

What databases does Twgglobal use?

PostgreSQL is named in 15% of job postings at Twgglobal, followed by Snowflake (10%), Redis (10%), MySQL (5%).

PostgreSQL 3 15% required in 100% · 3 open now · since Mar 2026
Snowflake 2 10% required in 50% · 2 open now · since Aug 2026
Redis 2 10% optional · 2 open now · since Aug 2026
MySQL 1 5% required in 100% · 1 open now · since Mar 2026
KDB+ 1 5% optional · 1 open now · since Jun 2026
Milvus 1 5% optional · 1 open now · since Aug 2026
Pinecone 1 5% optional · 1 open now · since Aug 2026
Weaviate 1 5% optional · 1 open now · since Aug 2026

What cloud and platforms does Twgglobal use?

AWS is named in 50% of job postings at Twgglobal, followed by GCP (35%), Azure (30%), Chainalysis (10%).

AWS 10 50% required in 70% · 9 open now · since Mar 2026
GCP 7 35% required in 71% · 7 open now · since Mar 2026
Azure 6 30% required in 50% · 6 open now · since Mar 2026
Chainalysis 2 10% required in 100% · since Jul 2026
LangSmith 2 10% required in 100% · 2 open now · since Aug 2026
Databricks 2 10% required in 50% · 2 open now · since Aug 2026
Anthropic 2 10% optional · 2 open now · since Aug 2026
OpenAI 2 10% optional · 2 open now · since Aug 2026
Show all (12)
Amazon Kinesis1
Apache Kafka1
Power BI1
Tableau1

What developer tools does Twgglobal use?

Braintrust is named in 10% of job postings at Twgglobal, followed by Rest API (10%), Model Context Protocol (10%), GraphQL (5%).

Braintrust 2 10% required in 100% · 2 open now · since Aug 2026
Rest API 2 10% required in 100% · 2 open now · since Aug 2026
Model Context Protocol 2 10% optional · 2 open now · since Aug 2026
GraphQL 1 5% required in 100% · since Jul 2026
Git 1 5% optional · 1 open now · since Sep 2026

What AI and ML technologies does Twgglobal use?

LLM is named in 50% of job postings at Twgglobal, followed by Core ML (10%), Whisper (10%).

LLM 10 50% required in 90% · 10 open now · since Mar 2026
Core ML 2 10% optional · 2 open now · since Aug 2026
Whisper 2 10% optional · 2 open now · since Aug 2026

Which engineering practices does Twgglobal ask for?

Machine Learning is named in 45% of job postings at Twgglobal, followed by Time Series Forecasting (40%), RAG (35%), CI/CD (30%).

Machine Learning 9 45% required in 100% · 8 open now · since Jun 2026
Time Series Forecasting 8 40% required in 100% · 7 open now · since Jun 2026
RAG 7 35% required in 100% · 7 open now · since Mar 2026
CI/CD 6 30% required in 83% · 6 open now · since Mar 2026
AI Agents 5 25% required in 100% · 5 open now · since Mar 2026
DeFi 5 25% required in 100% · 1 open now · since Jul 2026
Agentic Workflows 4 20% required in 100% · 4 open now · since Jul 2026
Multi-Agent Systems 4 20% required in 75% · 4 open now · since Jul 2026
Show all (30)
Edge AI4
Prompt Engineering3
Reinforcement Learning3
Structured Outputs3
A/B Testing2
Embeddings2
NLP2
Semantic Search2
Semantic Search2
State Management2
LLM Guardrails2
Text-to-Speech2
Anomaly Detection1
Computer Vision1
Function Calling1
Human-in-the-Loop1
Interpretability1
Recommender Systems1
Token Standards1
Tool Use1
Knowledge Graph1
LLM Evaluation1

What other technologies does Twgglobal use?

UMA is named in 5% of job postings at Twgglobal, followed by Polkadot (5%).

UMA 1 5% required in 100% · since Jul 2026
Polkadot 1 5% optional · since Jul 2026

What does each Twgglobal team work with?

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

AI/ML

6 postings
Python5
AWS4
GCP2
LLM2
LangChain2
LangGraph2

Early Careers

4 postings
LLM3
NumPy3
PyTorch3
Python3
Scikit-learn3
Pandas2

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How much does Twgglobal pay by technology?

Median stated pay of the postings that name each technology, against the median of all Twgglobal postings with stated pay: $245k across 18 postings.

TechnologyPostings with payMedianvs company median
Python12$200k−18%
AWS10$290k+18%
LLM10$200k−18%
GCP7$300k+22%
LangChain6$250k+2%
LangGraph6$250k+2%
Azure6$200k−18%
PyTorch6$150k−39%
Scikit-learn6$150k−39%

How is the Twgglobal 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
Reinforcement LearningSep 2026
Semantic SearchSep 2026
Semantic SearchSep 2026
BraintrustAug 2026
LangSmithAug 2026
Rest APIAug 2026
Spring BootAug 2026
State ManagementAug 2026

How modern is the Twgglobal stack?

Cutting-edge AI adopter 85/100

Twgglobal 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: 3; legacy ones: 0.

Questions about the Twgglobal tech stack

What programming languages does Twgglobal use?

The languages named in Twgglobal job postings are Python (65%), Java (15%), JavaScript (15%), SQL (10%), Swift (10%), as a share of the 20 postings of the last 12 months.

Does Twgglobal use PyTorch?

Yes. PyTorch is named in 6 of 20 job postings (30%) and required in 6 of them.

What cloud and platforms does Twgglobal use?

The cloud and platforms named in Twgglobal job postings are AWS (10), GCP (7), Azure (6) (postings in brackets).

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

AI/ML postings at Twgglobal most often require Python (5), AWS (4), GCP (2), LLM (2), out of 6 postings in the last 12 months.

Is the Twgglobal tech stack changing?

Yes. Reinforcement Learning, Semantic Search, Semantic Search, Braintrust first appeared in Twgglobal job postings in the last six months.

How modern is the Twgglobal tech stack?

Twgglobal 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: 3; legacy ones: 0.

How does Alion know the Twgglobal tech stack?

Alion reads every job posting Twgglobal publishes and tags the technologies each one names. The figures on this page count the 20 postings of the last 12 months and were updated on Oct 1, 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, "Twgglobal tech stack: 83 technologies from 20 job postings", as of Oct 1, 2026. https://alion.io/company/twgglobal/technologies

Licence: CC BY-SA 4.0JSON