Robots & Pencils tech stack

Robots & Pencils builds mostly with Python, JavaScript, TypeScript, SQL. Its stack also includes AWS, Kubernetes, Amazon Redshift, PostgreSQL. AWS is named in 59 of the 62 job postings Robots & Pencils published in the last 12 months (95%). Counted by Alion from the job postings of Robots & Pencils, updated Sep 28, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 28, 2026
Technologies in use
176
Postings analysed
62
Open now
31
Modernity
84 /100
New in 6 months
8

What programming languages does Robots & Pencils use?

Python is named in 68% of job postings at Robots & Pencils, followed by JavaScript (19%), TypeScript (18%), SQL (16%).

Python 42 68% required in 93% · 24 open now · since Feb 2026
JavaScript 12 19% required in 92% · 2 open now · since Apr 2026
TypeScript 11 18% required in 82% · 4 open now · since May 2026
SQL 10 16% required in 100% · 2 open now · since Apr 2026
Java 7 11% required in 100% · 5 open now · since Aug 2026
Scala 7 11% required in 100% · 4 open now · since Jun 2026
Node JS 6 10% required in 100% · since Apr 2026
Go 4 6% required in 100% · 3 open now · since Aug 2026
Show all (16)
C#2
Kotlin2
MATLAB2
SAS2
Swift2
Apex1
Dart1
ABAP1

What frameworks and libraries does Robots & Pencils use?

React.js is named in 11% of job postings at Robots & Pencils, followed by PyTorch (11%), AWS Strands Agents (10%), TensorFlow (8%).

React.js 7 11% required in 100% · since Apr 2026
PyTorch 7 11% required in 86% · 6 open now · since Jul 2026
AWS Strands Agents 6 10% required in 83% · 4 open now · since Jun 2026
TensorFlow 5 8% required in 80% · 4 open now · since Jul 2026
Angular 4 6% required in 100% · since May 2026
LangChain 4 6% required in 50% · 3 open now · since Jul 2026
Next.js 3 5% required in 100% · since Jun 2026
LangGraph 3 5% required in 67% · 3 open now · since Jul 2026
Show all (45)
Combine2
Cypress2
Redux2
SwiftUI2
pgvector2
Jetpack Compose2
CatBoost1
Cucumber1
Espresso1
Flutter1
JUnit1
Jest1
Kotlin Multiplatform1
LightGBM1
NgRx1
Playwright1
Prophet1
Push Notifications1
Pytest1
Radix UI1
React Native1
React Query1
Redux Toolkit1
Selenium1
Tailwind CSS1
TestNG1
UIKit1
XCTest1
Zustand1
Appium1
AutoGen1
CrewAI1

And 5 more, each named in fewer postings.

What databases does Robots & Pencils use?

Amazon Redshift is named in 16% of job postings at Robots & Pencils, followed by PostgreSQL (16%), Snowflake (13%), Google BigQuery (10%).

Amazon Redshift 10 16% required in 90% · 6 open now · since Jun 2026
PostgreSQL 10 16% required in 70% · 7 open now · since May 2026
Snowflake 8 13% required in 100% · 6 open now · since Jul 2026
Google BigQuery 6 10% required in 100% · 5 open now · since Jul 2026
BigQuery 5 8% required in 100% · 5 open now · since Jul 2026
OpenSearch 3 5% required in 100% · 2 open now · since Jun 2026
Amazon Aurora 2 3% required in 100% · 2 open now · since Jun 2026
DynamoDB 2 3% required in 100% · 2 open now · since Jun 2026
Show all (10)
Azure SQL Database1
MySQL1

What cloud and platforms does Robots & Pencils use?

AWS is named in 95% of job postings at Robots & Pencils, followed by Kubernetes (27%), Azure (27%), Amazon SageMaker (21%).

AWS 59 95% required in 93% · 31 open now · since Feb 2026
Kubernetes 17 27% required in 100% · 14 open now · since Jun 2026
Azure 17 27% required in 71% · 9 open now · since May 2026
Amazon SageMaker 13 21% required in 85% · 9 open now · since Jun 2026
GitHub Actions 10 16% required in 100% · 5 open now · since Jul 2026
AWS Lambda 10 16% required in 90% · 7 open now · since Apr 2026
GitHub 10 16% required in 80% · 1 open now · since May 2026
Apache Kafka 9 15% required in 100% · 6 open now · since Jun 2026
Show all (41)
GCP9
Spark7
Azure DevOps6
Figma6
Hugging Face6
MLFlow6
Vertex AI6
AWS Bedrock6
AWS Bedrock AgentCore5
Amazon EventBridge5
Prefect5
Amazon Kinesis4
AWS Step Functions4
API Gateway3
Amazon S33
.NET2
Amazon CloudWatch2
Firebase2
GitLab2
GitLab CI2
Postman2
Sentry2
CoreWeave2
Android SDK1
Crashlytics1
Crowdstrike1
Databricks1
Grafana1
Microsoft Entra ID1
MuleSoft1
Sophos1
Windows1

And 1 more, each named in fewer postings.

What developer tools does Robots & Pencils use?

Cursor is named in 63% of job postings at Robots & Pencils, followed by Claude Code (24%), Docker (23%), CloudFormation (13%).

Cursor 39 63% required in 95% · 20 open now · since May 2026
Claude Code 15 24% required in 80% · 10 open now · since May 2026
Docker 14 23% required in 86% · 11 open now · since Jun 2026
CloudFormation 8 13% required in 100% · 7 open now · since Jun 2026
Terraform 8 13% required in 100% · 7 open now · since Jun 2026
dbt 6 10% required in 83% · 5 open now · since Jul 2026
Copilot 6 10% required in 67% · 2 open now · since May 2026
Pulumi 5 8% required in 80% · 4 open now · since Jul 2026
Show all (25)
Git4
Rest API4
AWS CDK2
AWS Trainium2
GraphQL2
TestRail2
SLURM2
Bitrise1
Fastlane1
Jenkins1
Model Context Protocol1
OpenAI Codex1
Prometheus1
Vite1
WebSockets1
Webpack1
JMeter1

What AI and ML technologies does Robots & Pencils use?

Claude is named in 76% of job postings at Robots & Pencils, followed by LLM (50%), Llama (2%), Mistral (2%).

Claude 47 76% required in 100% · 26 open now · since May 2026
LLM 31 50% required in 84% · 17 open now · since Feb 2026
Llama 1 2% optional · since Jun 2026
Mistral 1 2% optional · since Jun 2026

Which engineering practices does Robots & Pencils ask for?

CI/CD is named in 53% of job postings at Robots & Pencils, followed by RAG (35%), AI Agents (32%), ETL/ELT (16%).

CI/CD 33 53% required in 91% · 15 open now · since Feb 2026
RAG 22 35% required in 91% · 14 open now · since Feb 2026
AI Agents 20 32% required in 100% · 15 open now · since Feb 2026
ETL/ELT 10 16% required in 90% · 6 open now · since Jun 2026
Feature Store 9 15% required in 100% · 6 open now · since Jun 2026
Function Calling 8 13% required in 100% · 5 open now · since Jun 2026
Machine Learning 8 13% required in 88% · 2 open now · since Feb 2026
Quantization 7 11% required in 86% · 7 open now · since Jun 2026
Show all (34)
Prompt Engineering7
IAM6
Embeddings5
Tool Use5
FinOps4
Fine-tuning4
LLM Guardrails4
Multi-Agent Systems4
Platform Engineering4
Service Mesh4
Agentic Workflows3
Context Engineering3
Human-in-the-Loop3
LLMOps3
State Management3
Offline-First2
SLI/SLO/SLA2
HPC2
Clean Architecture1
Hallucination1
MVC1
MVI1
MVVM1
Shift-Left1
Time Series Forecasting1
Edge AI1

What other technologies does Robots & Pencils use?

Kotlin Coroutines is named in 2% of job postings at Robots & Pencils.

Kotlin Coroutines 1 2% required in 100% · since Jul 2026

What does each Robots & Pencils team work with?

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

AI/ML

12 postings
Python12
AWS9
LLM8
Claude7
Cursor7
Kubernetes7

Product

9 postings
AWS9
Claude9
AWS Strands Agents3
Copilot3
Cursor3
AWS Bedrock2

DevOps

9 postings
AWS9
Claude9
Cursor9
LLM9
Python9
Java7

Data Science

7 postings
AWS7
SQL7
Claude6
Cursor6
Python6
Amazon Kinesis4

Backend

7 postings
JavaScript7
AWS6
Node JS6
React.js6
Claude5
Cursor5

Solutions

5 postings
AWS5
Claude4
Python4
Claude Code3
API Gateway2
AWS Bedrock2

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How much does Robots & Pencils pay by technology?

Median stated pay of the postings that name each technology, against the median of all Robots & Pencils postings with stated pay: $210k across 15 postings.

TechnologyPostings with payMedianvs company median
AWS15$210k0%
Claude13$210k0%
Python13$210k0%
LLM12$192k−8%
Kubernetes11$210k0%
Azure8$174k−17%
Amazon Redshift7$228k+9%
PostgreSQL7$228k+9%
AWS Lambda6$228k+9%
Snowflake6$228k+9%

How is the Robots & Pencils 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
AWS TrainiumSep 2026
JavaAug 2026
FinOpsAug 2026
GoAug 2026
Platform EngineeringAug 2026
Service MeshAug 2026
CoreWeaveAug 2026
HPCAug 2026
Rising
Kubernetes8% → 33%
GitHub Actions0% → 21%
Docker8% → 27%
GCP0% → 19%
Snowflake0% → 17%
Java0% → 15%
PyTorch0% → 15%
Google BigQuery0% → 13%
Falling
Machine Learning33% → 4%
Prompt Engineering33% → 6%
AWS Step Functions25% → 2%
RAG50% → 29%
SQL33% → 13%
Node JS25% → 6%
React.js25% → 8%
JavaScript33% → 17%

How modern is the Robots & Pencils stack?

Cutting-edge AI adopter 84/100

Robots & Pencils scores 84 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 Robots & Pencils stack in its industry?

Share of the 1,489 companies in the same industries, whose stack Alion knows, that use each technology.

AWS49%
Claude26%
Python60%
LLM37%
Azure47%
Kubernetes47%
Amazon SageMaker8%
JavaScript61%
TypeScript47%
AWS Lambda14%

What sets Robots & Pencils apart

AWS Strands Agents1%
AWS Bedrock AgentCore2%
Amazon EventBridge3%
Prefect3%
AWS Step Functions4%

Questions about the Robots & Pencils tech stack

What programming languages does Robots & Pencils use?

The languages named in Robots & Pencils job postings are Python (68%), JavaScript (19%), TypeScript (18%), SQL (16%), Java (11%), as a share of the 62 postings of the last 12 months.

Does Robots & Pencils use React.js?

Yes. React.js is named in 7 of 62 job postings (11%) and required in 7 of them.

What cloud and platforms does Robots & Pencils use?

The cloud and platforms named in Robots & Pencils job postings are AWS (59), Kubernetes (17), Azure (17) (postings in brackets).

What skills do you need for a AI/ML job at Robots & Pencils?

AI/ML postings at Robots & Pencils most often require Python (12), AWS (9), LLM (8), Claude (7), out of 12 postings in the last 12 months.

Is the Robots & Pencils tech stack changing?

Yes. AWS Trainium, Java, FinOps, Go first appeared in Robots & Pencils job postings in the last six months.

How modern is the Robots & Pencils tech stack?

Robots & Pencils scores 84 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 Robots & Pencils tech stack?

Alion reads every job posting Robots & Pencils publishes and tags the technologies each one names. The figures on this page count the 62 postings of the last 12 months and were updated on Sep 28, 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, "Robots & Pencils tech stack: 176 technologies from 62 job postings", as of Sep 28, 2026. https://alion.io/company/robots-and-pencils/technologies

Licence: CC BY-SA 4.0JSON