TRM Labs
RegTech, AML & Compliance · Blockchain Analytics

TRM Labs tech stack

TRM Labs builds mostly with Python, SQL, JavaScript, TypeScript. Its stack also includes PostgreSQL, Kubernetes, Google BigQuery, Datadog. Python is named in 45 of the 188 job postings TRM Labs published in the last 12 months (24%). Counted by Alion from the job postings of TRM Labs, updated Nov 11, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 11, 2026
Technologies in use
115
Postings analysed
188
Open now
105
Modernity
86 /100
New in 6 months
8

What programming languages does TRM Labs use?

Python is named in 24% of job postings at TRM Labs, followed by SQL (11%), JavaScript (11%), TypeScript (7%).

Python 45 24% required in 91% · 26 open now · since Sep 2024
SQL 20 11% required in 100% · 12 open now · since Aug 2024
JavaScript 20 11% required in 60% · 12 open now · since Jun 2025
TypeScript 13 7% required in 77% · 7 open now · since Sep 2025
Node JS 9 5% required in 100% · 6 open now · since Jun 2025
Go 3 2% required in 67% · 1 open now · since Mar 2026
Move 2 1% optional · 1 open now · since Jun 2026
Java 1 1% required in 100% · 1 open now · since Apr 2026
Show all (11)
PowerShell1
C++1
Solidity1

What frameworks and libraries does TRM Labs use?

Flink is named in 5% of job postings at TRM Labs, followed by React.js (5%), LangChain (4%), BentoML (2%).

Flink 10 5% required in 90% · 6 open now · since Jan 2025
React.js 10 5% required in 70% · 3 open now · since Jun 2025
LangChain 7 4% required in 100% · 3 open now · since Nov 2025
BentoML 4 2% required in 100% · since Nov 2025
LlamaIndex 4 2% required in 100% · since Nov 2025
OpenTelemetry 4 2% required in 100% · since Nov 2025
pgvector 4 2% required in 100% · 2 open now · since Apr 2026
Cytoscape.js 2 1% required in 100% · since Mar 2026
Show all (15)
DeepEval2
PixiJS2
Redux2
Three.JS2
Vue.js2
styled-components2
Bootstrap1

What databases does TRM Labs use?

PostgreSQL is named in 12% of job postings at TRM Labs, followed by Google BigQuery (9%), StarRocks (6%), Trino (6%).

PostgreSQL 22 12% required in 95% · 14 open now · since Aug 2024
Google BigQuery 16 9% required in 94% · 8 open now · since Sep 2024
StarRocks 12 6% required in 100% · 10 open now · since Sep 2024
Trino 12 6% required in 100% · 10 open now · since Sep 2024
ClickHouse 11 6% required in 91% · 9 open now · since Jan 2026
Redis 6 3% required in 83% · 3 open now · since Jan 2026
Pinecone 4 2% required in 100% · 2 open now · since Apr 2026
Amazon Aurora 3 2% required in 100% · 3 open now · since Sep 2026
Show all (11)
Snowflake2
ElasticSearch2
Neo4j2

What cloud and platforms does TRM Labs use?

Kubernetes is named in 10% of job postings at TRM Labs, followed by Datadog (7%), Apache Kafka (6%), Spark (6%).

Kubernetes 18 10% required in 78% · 8 open now · since Oct 2024
Datadog 14 7% required in 100% · 6 open now · since Jan 2025
Apache Kafka 12 6% required in 92% · 6 open now · since Sep 2024
Spark 12 6% required in 92% · 8 open now · since Sep 2024
PagerDuty 10 5% required in 70% · 4 open now · since Jun 2025
GitHub 8 4% required in 63% · 4 open now · since Nov 2025
Anthropic 7 4% required in 100% · 5 open now · since Jan 2026
OpenAI 7 4% required in 100% · 5 open now · since Jan 2026
Show all (28)
Langfuse6
GCP6
GitHub Actions4
MLFlow4
vLLM4
AWS3
Figma3
LangSmith2
Burp Suite1
DLP1
Heroku1
Linux1
Looker1
Microsoft Defender1
Microsoft Entra ID1
Microsoft Sentinel1
Perplexity1
Shodan1
Unix1
Windows1

What developer tools does TRM Labs use?

Terraform is named in 9% of job postings at TRM Labs, followed by Docker (7%), Cursor (6%), Claude Code (3%).

Terraform 17 9% required in 94% · 7 open now · since May 2022
Docker 14 7% required in 93% · 6 open now · since Jan 2025
Cursor 12 6% required in 100% · 11 open now · since May 2026
Claude Code 5 3% required in 100% · 4 open now · since Mar 2026
Prometheus 5 3% required in 100% · since Nov 2025
Fivetran 3 2% required in 100% · 3 open now · since Sep 2026
Copilot 3 2% optional · 3 open now · since Sep 2026
GraphQL 3 2% optional · 1 open now · since Mar 2026
Show all (19)
Matter2
Model Context Protocol2
Rest API2
Adobe Photoshop1
ArgoCD1
Cortex1
GRR Rapid Response1
Microsoft Excel1
OWASP ZAP1
dbt1
Maltego1

What AI and ML technologies does TRM Labs use?

Claude is named in 13% of job postings at TRM Labs, followed by LLM (6%), ChatGPT (3%).

Claude 24 13% required in 96% · 18 open now · since Jun 2026
LLM 11 6% required in 100% · 5 open now · since Nov 2025
ChatGPT 6 3% required in 100% · 5 open now · since Jun 2026

Which engineering practices does TRM Labs ask for?

AI Agents is named in 17% of job postings at TRM Labs, followed by CI/CD (5%), Prompt Engineering (4%), Agentic Workflows (3%).

AI Agents 32 17% required in 97% · 21 open now · since Oct 2024
CI/CD 9 5% required in 56% · 2 open now · since Oct 2024
Prompt Engineering 8 4% required in 100% · 6 open now · since Jan 2026
Agentic Workflows 6 3% required in 100% · 3 open now · since Jun 2026
Machine Learning 6 3% required in 100% · 3 open now · since Mar 2026
ETL/ELT 5 3% required in 100% · 3 open now · since Sep 2024
Knowledge Graph 5 3% required in 100% · 5 open now · since Jan 2026
Semantic Search 5 3% required in 100% · 3 open now · since Apr 2026
Show all (26)
DeFi4
Feature Store4
Human-in-the-Loop4
Function Calling3
Hallucination3
RAG3
IAM2
LLMOps2
NER2
NLP2
A/B Testing1
DNS1
Fine-tuning1
GitOps1
LLM Guardrails1
Red Teaming1
Smart Contracts1
TCP/IP1

What other technologies does TRM Labs use?

Solana is named in 1% of job postings at TRM Labs, followed by Ethereum (1%).

Solana 1 1% required in 100% · 1 open now · since Sep 2026
Ethereum 1 1% optional · since Aug 2026

What does each TRM Labs team work with?

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

Marketing

27 postings
ChatGPT3
Claude2

Backend

22 postings
PostgreSQL15
Python12
SQL11
Apache Kafka9
Datadog9
Docker9

Data Science

13 postings
Cursor9
Claude8
ClickHouse7
StarRocks7
Trino7
Python6

AI/ML

12 postings
Python11
Anthropic5
LLM5
Langfuse5
OpenAI5
TypeScript5

Solutions

11 postings
Python3
TypeScript3
Claude2
JavaScript2

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How much does TRM Labs pay by technology?

Median stated pay of the postings that name each technology, against the median of all TRM Labs postings with stated pay: $200k across 75 postings.

TechnologyPostings with payMedianvs company median
Python17$230k+15%
PostgreSQL10$220k+10%
Claude9$215k+8%
Kubernetes8$268k+34%
Datadog7$275k+38%
JavaScript7$220k+10%
SQL7$220k+10%
LLM6$275k+38%
GitHub6$275k+38%
PagerDuty5$220k+10%

How is the TRM Labs 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
NEROct 2026
NLPOct 2026
Amazon AuroraSep 2026
FivetranSep 2026
CopilotSep 2026
Rest APIAug 2026
Model Context ProtocolJul 2026
DeFiJul 2026
Rising
GitHub0% → 4%
GCP0% → 3%
Amazon Aurora0% → 3%
Fivetran0% → 3%
Copilot0% → 3%
Falling
Cursor18% → 2%
Claude25% → 10%
ClickHouse16% → 1%
StarRocks16% → 3%
Trino16% → 3%
Google BigQuery12% → 7%
Apache Kafka9% → 5%
Spark9% → 5%
Not named for 6 months
LangChainMar 2026
LangfuseApr 2026
BentoMLMar 2026
Feature StoreMar 2026
GitHub ActionsMar 2026
Human-in-the-LoopMar 2026
LlamaIndexMar 2026
MLFlowMar 2026

How modern is the TRM Labs stack?

Cutting-edge AI adopter 86/100

TRM Labs scores 86 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 TRM Labs stack in its industry?

Share of the 305 companies in the same industries, whose stack Alion knows, that use each technology.

Python68%
Claude32%
PostgreSQL41%
JavaScript58%
SQL59%
Kubernetes44%
Google BigQuery11%
Datadog16%
TypeScript47%
Apache Kafka24%

What sets TRM Labs apart

StarRocks2%
Trino3%
PagerDuty4%
BentoML0%
vLLM3%

TRM Labs products in its job postings

Postings at TRM Labs name its own products. They describe what the company makes, so they are left out of the stack above.

TRM Labs188

Questions about the TRM Labs tech stack

What programming languages does TRM Labs use?

The languages named in TRM Labs job postings are Python (24%), SQL (11%), JavaScript (11%), TypeScript (7%), Node JS (5%), as a share of the 188 postings of the last 12 months.

Does TRM Labs use Flink?

Yes. Flink is named in 10 of 188 job postings (5%) and required in 9 of them.

What cloud and platforms does TRM Labs use?

The cloud and platforms named in TRM Labs job postings are Kubernetes (18), Datadog (14), Apache Kafka (12) (postings in brackets).

What skills do you need for a Marketing job at TRM Labs?

Marketing postings at TRM Labs most often require ChatGPT (3), Claude (2), out of 27 postings in the last 12 months.

Is the TRM Labs tech stack changing?

Yes. NER, NLP, Amazon Aurora, Fivetran first appeared in TRM Labs job postings in the last six months.

How modern is the TRM Labs tech stack?

TRM Labs scores 86 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 TRM Labs tech stack?

Alion reads every job posting TRM Labs publishes and tags the technologies each one names. The figures on this page count the 188 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, "TRM Labs tech stack: 115 technologies from 188 job postings", as of Nov 11, 2026. https://alion.io/company/trm-labs/technologies

Licence: CC BY-SA 4.0JSON