Scale AI tech stack

Scale AI builds mostly with Python, TypeScript, JavaScript, SQL. Its stack also includes AWS, Kubernetes, PostgreSQL, React.js. Python is named in 85 of the 194 job postings Scale AI published in the last 12 months (44%). Counted by Alion from the job postings of Scale AI, updated Sep 26, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 26, 2026
Technologies in use
182
Postings analysed
194
Open now
150
Modernity
80 /100
New in 6 months
8

What programming languages does Scale AI use?

Python is named in 44% of job postings at Scale AI, followed by TypeScript (16%), JavaScript (15%), SQL (14%).

Python 85 44% required in 85% · 70 open now · since Jun 2023
TypeScript 31 16% required in 97% · 25 open now · since May 2024
JavaScript 29 15% required in 45% · 23 open now · since May 2024
SQL 27 14% required in 67% · 25 open now · since Jun 2023
Node JS 19 10% required in 79% · 14 open now · since Mar 2025
C++ 14 7% required in 93% · 5 open now · since May 2024
Go 9 5% required in 100% · 3 open now · since Jan 2025
Rust 9 5% required in 100% · 4 open now · since Jan 2025
Show all (13)
Java8
C#3
PowerShell2
C1
Apex1

What frameworks and libraries does Scale AI use?

React.js is named in 6% of job postings at Scale AI, followed by PyTorch (4%), LangChain (3%), TensorFlow (3%).

React.js 11 6% required in 100% · 7 open now · since Feb 2025
PyTorch 8 4% required in 100% · 7 open now · since Oct 2024
LangChain 6 3% required in 83% · 6 open now · since Oct 2024
TensorFlow 5 3% required in 100% · 5 open now · since Oct 2024
Next.js 4 2% required in 100% · 3 open now · since Feb 2025
Flink 3 2% required in 67% · 2 open now · since Jan 2026
LlamaIndex 3 2% required in 67% · 3 open now · since Jan 2026
Ray 3 2% optional · 1 open now · since Jun 2026
Show all (23)
Transformers3
CUDA2
ROS2
ROS22
SGLang2
Triton2
Angular1
FastAPI1
Flask1
Nest.JS1
PoC Library1
Dagster1
FFmpeg1
TRL1
TensorRT-LLM1

What databases does Scale AI use?

PostgreSQL is named in 7% of job postings at Scale AI, followed by Snowflake (3%), DynamoDB (1%), ElasticSearch (1%).

PostgreSQL 13 7% required in 100% · 8 open now · since Feb 2025
Snowflake 6 3% required in 50% · 5 open now · since Aug 2025
DynamoDB 2 1% required in 100% · since Mar 2025
ElasticSearch 2 1% required in 100% · 1 open now · since Aug 2025
Presto 2 1% required in 100% · 1 open now · since Jan 2026
Redis 2 1% required in 100% · 1 open now · since Jan 2026
Trino 2 1% required in 100% · 1 open now · since Jan 2026

What cloud and platforms does Scale AI use?

AWS is named in 30% of job postings at Scale AI, followed by Kubernetes (29%), GCP (26%), Azure (24%).

AWS 59 30% required in 81% · 45 open now · since Feb 2024
Kubernetes 56 29% required in 77% · 40 open now · since Feb 2024
GCP 50 26% required in 72% · 38 open now · since Feb 2024
Azure 46 24% required in 72% · 38 open now · since Feb 2024
OpenAI 7 4% required in 86% · 5 open now · since Jan 2026
Okta 5 3% required in 100% · 4 open now · since Jan 2026
CUDA Toolkit 3 2% required in 100% · 1 open now · since Mar 2025
GitHub Actions 3 2% required in 100% · 3 open now · since Mar 2026
Show all (36)
Linux3
Amazon Kinesis3
Figma3
Tableau3
.NET3
Azure DevOps2
GitLab2
Hugging Face2
SIEM2
Wiz2
vLLM2
API Gateway1
AWS Step Functions1
Amazon CloudWatch1
Amazon EC21
Amazon EKS1
Amazon S31
Cloudflare1
Datadog1
GitLab CI1
Istio1
Metabase1
MuleSoft1
Spark1
Apache Kafka1
Databricks1
Looker1
Replit1

What developer tools does Scale AI use?

Docker is named in 19% of job postings at Scale AI, followed by Terraform (11%), Model Context Protocol (6%), CircleCI (3%).

Docker 37 19% required in 68% · 27 open now · since Feb 2024
Terraform 21 11% required in 86% · 16 open now · since Oct 2024
Model Context Protocol 11 6% required in 64% · 8 open now · since Jan 2026
CircleCI 6 3% required in 67% · 5 open now · since Aug 2025
Copilot 5 3% required in 60% · 4 open now · since Jan 2026
Pulumi 3 2% required in 100% · 2 open now · since Jun 2026
CloudFormation 2 1% required in 100% · 2 open now · since Jan 2026
Microsoft Excel 2 1% required in 100% · 2 open now · since Mar 2026
Show all (29)
QEMU2
A2A2
Bicep2
OpenHands2
Atlantis1
Azure Data Factory1
CAPA1
Claude Code1
Envoy1
GraphQL1
Jenkins1
Teleport1
pySpark1
Ansible1
Canva1
Helm1
Lovable1
Rest API1
TensorRT1
dbt1
gRPC1

What AI and ML technologies does Scale AI use?

LLM is named in 28% of job postings at Scale AI, followed by ChatGPT (4%), Claude (2%), LoRA (2%).

LLM 54 28% required in 87% · 36 open now · since May 2024
ChatGPT 7 4% required in 100% · 5 open now · since Aug 2025
Claude 3 2% required in 100% · 2 open now · since Aug 2025
LoRA 3 2% optional · 3 open now · since Nov 2025
PEFT 3 2% optional · 3 open now · since Nov 2025
Flash Attention 2 1% required in 100% · 1 open now · since Mar 2025
VLM 1 1% required in 100% · 1 open now · since Feb 2026

Which engineering practices does Scale AI ask for?

AI Agents is named in 39% of job postings at Scale AI, followed by Machine Learning (26%), Fine-tuning (18%), Reinforcement Learning (12%).

AI Agents 75 39% required in 96% · 58 open now · since May 2024
Machine Learning 50 26% required in 94% · 35 open now · since May 2024
Fine-tuning 34 18% required in 74% · 23 open now · since May 2024
Reinforcement Learning 24 12% required in 83% · 19 open now · since Feb 2025
RLHF 24 12% required in 67% · 16 open now · since Feb 2025
CI/CD 24 12% required in 63% · 21 open now · since Mar 2025
Post-training 21 11% required in 90% · 16 open now · since Feb 2025
RAG 21 11% required in 67% · 19 open now · since May 2024
Show all (67)
Agentic Workflows18
LLM Guardrails17
Computer Vision15
Tool Use15
Human-in-the-Loop13
Function Calling13
Edge AI12
Platform Engineering11
Multi-Agent Systems10
Physical AI10
Embeddings8
GRPO8
Multimodal AI8
IAM7
Pre-training7
SFT7
ETL/ELT7
LLM Evaluation6
Semantic Search6
Semantic Search6
Teleoperation5
PPO5
Prompt Engineering5
Sensor Fusion5
Imitation Learning5
Knowledge Graph5
AIOps3
Embodied AI3
SLI/SLO/SLA3
Reward Modeling3
DPO3
Context Engineering3

And 27 more, each named in fewer postings.

What does each Scale AI team work with?

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

Backend

31 postings
Python19
TypeScript15
Kubernetes12
AWS11
Docker9
Terraform9

Solutions

30 postings
Python17
AWS9
Azure9
GCP9
LLM9
Kubernetes6

AI/ML

29 postings
LLM17
Python14
PyTorch8
AWS5
TensorFlow5
Docker4

Product

25 postings
LLM6
Python3
SQL3
GitLab2

Leadership

15 postings
AWS5
Azure4
GCP4
LLM4
Kubernetes3
TypeScript2

DevOps

9 postings
Kubernetes8
AWS6
Azure6
GCP6
Python6
Docker5

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How much does Scale AI pay by technology?

Median stated pay of the postings that name each technology, against the median of all Scale AI postings with stated pay: $257k across 125 postings.

TechnologyPostings with payMedianvs company median
Python49$249k−3%
LLM34$265k+3%
Kubernetes32$288k+12%
AWS32$287k+11%
GCP29$279k+9%
Azure28$275k+7%
SQL19$225k−12%
TypeScript15$279k+9%
JavaScript12$270k+5%
OpenAI7$270k+5%

How is the Scale AI 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
Digital TwinSep 2026
GitLabAug 2026
Knowledge DistillationJul 2026
Model DistillationJul 2026
SLI/SLO/SLAJul 2026
QEMUJul 2026
A2AJul 2026
RLAIFJul 2026
Rising
Reinforcement Learning0% → 21%
TypeScript3% → 16%
Post-training3% → 13%
RLHF5% → 13%
Terraform5% → 13%
Node JS0% → 7%
Computer Vision0% → 7%
ChatGPT0% → 6%
Falling
LLM38% → 20%
LLM Guardrails18% → 4%
Human-in-the-Loop15% → 6%
Platform Engineering13% → 5%
Context Engineering8% → 0%
LLM Evaluation8% → 1%
Prompt Engineering8% → 1%
Rust10% → 4%
Not named for 6 months
CUDA ToolkitFeb 2026
LoRAFeb 2026
PEFTFeb 2026
Motion PlanningJan 2026
SLAMJan 2026
ROSFeb 2026
ROS2Feb 2026
CUDAOct 2025

How modern is the Scale AI stack?

Cutting-edge AI adopter 80/100

Scale AI 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: 7; legacy ones: 0.

How common is the Scale AI stack in its industry?

Share of the 98 companies in the same industries, whose stack Alion knows, that use each technology.

Python74%
AWS61%
Kubernetes52%
LLM59%
GCP48%
Azure44%
TypeScript55%
JavaScript52%
SQL42%
Node JS22%

What sets Scale AI apart

.NET3%
Amazon Kinesis4%

Scale AI products in its job postings

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

Scale AI58

Questions about the Scale AI tech stack

What programming languages does Scale AI use?

The languages named in Scale AI job postings are Python (44%), TypeScript (16%), JavaScript (15%), SQL (14%), Node JS (10%), as a share of the 194 postings of the last 12 months.

Does Scale AI use React.js?

Yes. React.js is named in 11 of 194 job postings (6%) and required in 11 of them.

What cloud and platforms does Scale AI use?

The cloud and platforms named in Scale AI job postings are AWS (59), Kubernetes (56), GCP (50) (postings in brackets).

What skills do you need for a Backend job at Scale AI?

Backend postings at Scale AI most often require Python (19), TypeScript (15), Kubernetes (12), AWS (11), out of 31 postings in the last 12 months.

Is the Scale AI tech stack changing?

Yes. Digital Twin, GitLab, Knowledge Distillation, Model Distillation first appeared in Scale AI job postings in the last six months.

How modern is the Scale AI tech stack?

Scale AI 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: 7; legacy ones: 0.

How does Alion know the Scale AI tech stack?

Alion reads every job posting Scale AI publishes and tags the technologies each one names. The figures on this page count the 194 postings of the last 12 months and were updated on Sep 26, 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, "Scale AI tech stack: 182 technologies from 194 job postings", as of Sep 26, 2026. https://alion.io/company/scale-ai/technologies

Licence: CC BY-SA 4.0JSON