MLabs tech stack

MLabs builds mostly with Python, TypeScript, JavaScript, Rust. Its stack also includes AWS, PostgreSQL, Kubernetes, React.js. Python is named in 26 of the 73 job postings MLabs published in the last 12 months (36%). Counted by Alion from the job postings of MLabs, updated Sep 27, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 27, 2026
Technologies in use
164
Postings analysed
73
Open now
8
Modernity
83 /100
New in 6 months
8

What programming languages does MLabs use?

Python is named in 36% of job postings at MLabs, followed by TypeScript (34%), JavaScript (32%), Rust (32%).

Python 26 36% required in 92% · 1 open now · since Nov 2025
TypeScript 25 34% required in 100% · 3 open now · since Oct 2025
JavaScript 23 32% required in 87% · 3 open now · since Oct 2025
Rust 23 32% required in 87% · since Nov 2025
Node JS 12 16% required in 100% · 1 open now · since Nov 2025
Go 10 14% required in 100% · 1 open now · since Nov 2025
SQL 10 14% required in 100% · since Dec 2025
C++ 9 12% required in 78% · since Mar 2026
Show all (13)
Java5
Solidity4
Scala3
C#1
Kotlin1

What frameworks and libraries does MLabs use?

React.js is named in 21% of job postings at MLabs, followed by Ethers.js (10%), Next.js (5%), Dagster (4%).

React.js 15 21% required in 93% · 2 open now · since Oct 2025
Ethers.js 7 10% required in 29% · since Feb 2026
Next.js 4 5% required in 100% · 2 open now · since Oct 2025
Dagster 3 4% required in 67% · since Jan 2026
Playwright 3 4% required in 67% · since Mar 2026
Winston 3 4% required in 33% · since Jul 2026
OpenTelemetry 2 3% required in 100% · since Dec 2025
Tailwind CSS 2 3% required in 100% · since May 2026
Show all (29)
AG Grid1
Anchor1
Angular1
Chainlink CCIP1
Jetpack Compose1
Jotai1
OpenAI Agents SDK1
PassKit1
React Native1
React Router1
Selenium1
TanStack Router1
Transformers1
Viem1
Vitest1
Vue.js1
Wagmi1
ZeroDev1
Zod1
tRPC1
TensorRT-LLM1

What databases does MLabs use?

PostgreSQL is named in 27% of job postings at MLabs, followed by Redis (12%), ClickHouse (12%), Google BigQuery (7%).

PostgreSQL 20 27% required in 90% · 4 open now · since Dec 2025
Redis 9 12% required in 100% · 1 open now · since Dec 2025
ClickHouse 9 12% required in 89% · 2 open now · since Dec 2025
Google BigQuery 5 7% required in 100% · 1 open now · since Jan 2026
Amazon Aurora 3 4% required in 100% · 1 open now · since Jul 2026
DynamoDB 3 4% required in 100% · 1 open now · since Dec 2025
Snowflake 3 4% required in 100% · since Apr 2026
Cassandra 2 3% required in 100% · since Mar 2026
Show all (12)
TimescaleDB2
BigQuery1
InfluxDB1
OpenSearch1

What cloud and platforms does MLabs use?

AWS is named in 34% of job postings at MLabs, followed by Kubernetes (23%), Grafana (12%), Apache Kafka (12%).

AWS 25 34% required in 88% · 5 open now · since Nov 2025
Kubernetes 17 23% required in 88% · 2 open now · since Dec 2025
Grafana 9 12% required in 89% · 1 open now · since Dec 2025
Apache Kafka 9 12% required in 67% · since Dec 2025
GCP 8 11% required in 88% · 2 open now · since Nov 2025
Azure 7 10% required in 86% · 2 open now · since Jan 2026
Datadog 6 8% required in 67% · 2 open now · since Jul 2026
Amazon ECS 5 7% required in 100% · since Jun 2026
Show all (37)
GitHub5
AWS Lambda4
Amazon EKS4
Redpanda4
Fly.io3
GitHub Actions3
OpenAI3
Sentry3
Amazon Kinesis2
Chainalysis2
Cloudflare2
Databricks2
Prefect2
Linux2
TGI2
vLLM2
AWS Fargate1
Anthropic1
DLP1
Figma1
NATS1
Prisma Cloud1
RabbitMQ1
Ubuntu1
Windows1
Wiz1
Active Directory1
Looker1
Vercel1

What developer tools does MLabs use?

Docker is named in 19% of job postings at MLabs, followed by Prometheus (16%), Terraform (15%), WebSockets (12%).

Docker 14 19% required in 93% · 1 open now · since Dec 2025
Prometheus 12 16% required in 67% · 1 open now · since Dec 2025
Terraform 11 15% required in 91% · 1 open now · since Dec 2025
WebSockets 9 12% required in 100% · 1 open now · since Oct 2025
Rest API 6 8% required in 100% · since Mar 2026
dbt 5 7% required in 80% · since Jan 2026
gRPC 4 5% required in 75% · since Dec 2025
Ansible 3 4% required in 100% · 3 open now · since Apr 2026
Show all (30)
Prisma3
Foundry3
Hardhat3
Claude Code2
Jenkins2
Model Context Protocol2
Vite2
ArgoCD1
CloudFormation1
Cursor1
GraphQL1
Hyperlane1
LayerZero1
OpenAI Codex1
OpenTofu1
Privy1
Prowler1
Turborepo1
Wormhole1
Chrome DevTools1
Geth1
TensorRT1

What AI and ML technologies does MLabs use?

LLM is named in 14% of job postings at MLabs, followed by Claude (3%), LoRA (1%), PEFT (1%).

LLM 10 14% required in 70% · 3 open now · since Apr 2026
Claude 2 3% required in 100% · 1 open now · since Jul 2026
LoRA 1 1% optional · since Apr 2026
PEFT 1 1% optional · since Apr 2026

Which engineering practices does MLabs ask for?

CI/CD is named in 27% of job postings at MLabs, followed by Smart Contracts (27%), DeFi (21%), AI Agents (16%).

CI/CD 20 27% required in 90% · 3 open now · since Nov 2025
Smart Contracts 20 27% required in 75% · since Nov 2025
DeFi 15 21% required in 87% · since Oct 2025
AI Agents 12 16% required in 75% · 3 open now · since Apr 2026
IAM 5 7% required in 80% · since Apr 2026
Platform Engineering 5 7% required in 80% · since Jan 2026
Machine Learning 4 5% required in 75% · since Jan 2026
SLI/SLO/SLA 3 4% required in 100% · since Apr 2026
Show all (32)
Structured Outputs3
Edge AI2
LLM Guardrails2
MEV2
PKI2
FinOps2
A/B Testing1
Agentic Workflows1
Configuration Management1
Function Calling1
GitOps1
Incident Management1
MVI1
MVVM1
Prompt Engineering1
RAG1
State Management1
Time Series Forecasting1
VPN1
Wi-Fi1
Fine-tuning1
Knowledge Graph1
NLP1
Pre-training1

What other technologies does MLabs use?

Ethereum is named in 15% of job postings at MLabs, followed by Solana (15%), Arbitrum (3%), Chainlink (1%).

Ethereum 11 15% required in 91% · since Feb 2026
Solana 11 15% required in 55% · 1 open now · since Oct 2025
Arbitrum 2 3% required in 100% · since Jun 2026
Chainlink 1 1% required in 100% · since Jun 2026
Stellar 1 1% required in 100% · since Feb 2026
Uniswap 1 1% required in 100% · 1 open now · since Apr 2026
dYdX 1 1% required in 100% · 1 open now · since Apr 2026

What does each MLabs team work with?

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

Backend

26 postings
PostgreSQL13
TypeScript13
AWS11
JavaScript10
Rust10
Go9

DevOps

10 postings
AWS7
Docker6
Terraform5
GCP4
Kubernetes4
AWS Lambda3

Data Science

8 postings
Python7
SQL5
ClickHouse4
Google BigQuery4
Rust4
dbt4

Web3

6 postings
Python5
Ethereum3
JavaScript3
Rust3
Apache Kafka2
Chainalysis2

AI/ML

3 postings
LLM2
Python2

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How much does MLabs pay by technology?

Median stated pay of the postings that name each technology, against the median of all MLabs postings with stated pay: $199k across 50 postings.

TechnologyPostings with payMedianvs company median
TypeScript16$238k+19%
Rust15$200k0%
JavaScript15$199k0%
Python13$200k0%
AWS13$175k−12%
PostgreSQL11$200k0%
React.js10$224k+13%
Kubernetes10$200k0%
Node JS8$170k−15%
SQL6$238k+19%

How is the MLabs 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
Amazon AuroraJul 2026
Amazon KinesisJul 2026
FinOpsJul 2026
PrismaJul 2026
WinstonJul 2026
LinuxJul 2026
ClaudeJul 2026
CloudflareJul 2026
Rising
PostgreSQL16% → 41%
AWS20% → 41%
Datadog0% → 19%
TypeScript20% → 38%
C++4% → 22%
Apache Kafka4% → 22%
SQL4% → 16%
Redis4% → 16%
Falling
DeFi24% → 13%
IAM12% → 6%
Not named for 6 months
TimescaleDBApr 2026

How modern is the MLabs stack?

Cutting-edge AI adopter 83/100

MLabs 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: 4; legacy ones: 0.

How common is the MLabs stack in its industry?

Share of the 79 companies in the same industries, whose stack Alion knows, that use each technology.

Python52%
AWS41%
TypeScript53%
JavaScript52%
Rust53%
PostgreSQL29%
Kubernetes38%
React.js33%
Node JS24%
Go38%

What sets MLabs apart

ClickHouse3%
Redpanda1%
Amazon Aurora3%
Dagster3%
Fly.io3%
OpenAI4%
Sentry3%
Snowflake4%
Winston1%

Questions about the MLabs tech stack

What programming languages does MLabs use?

The languages named in MLabs job postings are Python (36%), TypeScript (34%), JavaScript (32%), Rust (32%), Node JS (16%), as a share of the 73 postings of the last 12 months.

Does MLabs use React.js?

Yes. React.js is named in 15 of 73 job postings (21%) and required in 14 of them.

What cloud and platforms does MLabs use?

The cloud and platforms named in MLabs job postings are AWS (25), Kubernetes (17), Grafana (9) (postings in brackets).

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

Backend postings at MLabs most often require PostgreSQL (13), TypeScript (13), AWS (11), JavaScript (10), out of 26 postings in the last 12 months.

Is the MLabs tech stack changing?

Yes. Amazon Aurora, Amazon Kinesis, FinOps, Prisma first appeared in MLabs job postings in the last six months.

How modern is the MLabs tech stack?

MLabs 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: 4; legacy ones: 0.

How does Alion know the MLabs tech stack?

Alion reads every job posting MLabs publishes and tags the technologies each one names. The figures on this page count the 73 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, "MLabs tech stack: 164 technologies from 73 job postings", as of Sep 27, 2026. https://alion.io/company/mlabs/technologies

Licence: CC BY-SA 4.0JSON