Robots & Pencils
UI/UX Design · AI Consulting & Integration

Robots & Pencils tech stack

Robots & Pencils builds mostly with Python, JavaScript, TypeScript, SQL. Its stack also includes AWS, Azure, Snowflake, Amazon Redshift. AWS is named in 104 of the 109 job postings Robots & Pencils published in the last 12 months (95%). Counted by Alion from the job postings of Robots & Pencils, updated Nov 12, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 12, 2026
Technologies in use
201
Postings analysed
109
Open now
35
Modernity
82 /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 (16%), SQL (14%).

Python 74 68% required in 96% · 25 open now · since Feb 2026
JavaScript 21 19% required in 71% · 7 open now · since Apr 2026
TypeScript 17 16% required in 88% · 3 open now · since May 2026
SQL 15 14% required in 100% · 3 open now · since Apr 2026
Java 12 11% required in 100% · 5 open now · since Aug 2026
Node JS 12 11% required in 100% · 5 open now · since Apr 2026
Scala 10 9% required in 100% · 2 open now · since Jun 2026
Go 6 6% required in 100% · 3 open now · since Aug 2026
Show all (18)
ABAP4
C#2
C++2
Kotlin2
MATLAB2
SAS2
Swift2
Apex1
Dart1
Rust1

What frameworks and libraries does Robots & Pencils use?

PyTorch is named in 12% of job postings at Robots & Pencils, followed by TensorFlow (9%), AWS Strands Agents (8%), React.js (7%).

PyTorch 13 12% required in 92% · 6 open now · since Jul 2026
TensorFlow 10 9% required in 90% · 3 open now · since Jul 2026
AWS Strands Agents 9 8% required in 78% · 3 open now · since Jun 2026
React.js 8 7% required in 100% · 1 open now · since Apr 2026
LangChain 8 7% required in 38% · 2 open now · since Jul 2026
LangGraph 7 6% required in 71% · 2 open now · since Jul 2026
Angular 5 5% required in 100% · 1 open now · since May 2026
Next.js 4 4% required in 100% · 1 open now · since Jun 2026
Show all (47)
Cypress3
Scikit-learn3
Combine2
OpenTelemetry2
Playwright2
Pytest2
Redux2
Selenium2
SwiftUI2
TensorFlow C++2
pgvector2
Jetpack Compose2
CatBoost1
Cucumber1
Espresso1
Flutter1
JUnit1
Jest1
Kotlin Multiplatform1
LightGBM1
NgRx1
Prophet1
Push Notifications1
Radix UI1
React Native1
React Query1
Redux Toolkit1
Tailwind CSS1
TestNG1
UIKit1
XCTest1
Zustand1

And 7 more, each named in fewer postings.

What databases does Robots & Pencils use?

Snowflake is named in 13% of job postings at Robots & Pencils, followed by Amazon Redshift (12%), PostgreSQL (12%), Google BigQuery (9%).

Snowflake 14 13% required in 100% · 4 open now · since Jul 2026
Amazon Redshift 13 12% required in 92% · 3 open now · since Jun 2026
PostgreSQL 13 12% required in 77% · 3 open now · since May 2026
Google BigQuery 10 9% required in 100% · 2 open now · since Jul 2026
OpenSearch 9 8% required in 100% · 6 open now · since Jun 2026
DynamoDB 7 6% required in 100% · 6 open now · since Jun 2026
Amazon Aurora 2 2% required in 100% · 2 open now · since Jun 2026
Azure SQL Database 1 1% required in 100% · since Aug 2026
Show all (10)
MySQL1
Presto1

What cloud and platforms does Robots & Pencils use?

AWS is named in 95% of job postings at Robots & Pencils, followed by Azure (29%), Kubernetes (27%), Amazon SageMaker (20%).

AWS 104 95% required in 96% · 34 open now · since Feb 2026
Azure 32 29% required in 50% · 7 open now · since May 2026
Kubernetes 29 27% required in 100% · 7 open now · since Jun 2026
Amazon SageMaker 22 20% required in 91% · 8 open now · since Jun 2026
AWS Lambda 20 18% required in 95% · 8 open now · since Apr 2026
GitHub 19 17% required in 89% · 3 open now · since May 2026
AWS Bedrock 16 15% required in 94% · 9 open now · since Jun 2026
GCP 16 15% required in 88% · 4 open now · since Jul 2026
Show all (47)
Azure DevOps15
GitHub Actions14
Apache Kafka13
Amazon EventBridge13
AWS Bedrock AgentCore12
Spark10
AWS Step Functions10
Amazon S39
Hugging Face9
MLFlow9
Vertex AI9
API Gateway8
Prefect8
Figma7
Amazon Kinesis6
LangSmith6
Langfuse6
SAP BTP4
Amazon CloudWatch3
Databricks3
GitLab CI3
Grafana3
CoreWeave3
.NET2
Firebase2
GitLab2
Postman2
Sentry2
Android SDK1
Crashlytics1
Crowdstrike1
Google GKE1

And 7 more, each named in fewer postings.

What developer tools does Robots & Pencils use?

Cursor is named in 60% of job postings at Robots & Pencils, followed by Claude Code (29%), Docker (27%), Terraform (11%).

Cursor 65 60% required in 94% · 16 open now · since May 2026
Claude Code 32 29% required in 88% · 12 open now · since May 2026
Docker 29 27% required in 93% · 8 open now · since Jun 2026
Terraform 12 11% required in 100% · 4 open now · since Jun 2026
CloudFormation 11 10% required in 100% · 3 open now · since Jun 2026
Rest API 11 10% required in 91% · 5 open now · since May 2026
Copilot 10 9% required in 70% · 2 open now · since May 2026
dbt 9 8% required in 89% · 1 open now · since Jul 2026
Show all (33)
Pulumi8
Model Context Protocol6
Git4
GraphQL4
AWS CDK3
AWS Trainium3
Prometheus3
SLURM3
TestRail3
Jenkins2
gRPC2
Bitrise1
Fastlane1
Helm1
OpenAI Codex1
Vite1
WebSockets1
Webpack1
Cilium1
Envoy1
Gateway API1
JMeter1
Kyverno1
Open Policy Agent1
Prowler1

What AI and ML technologies does Robots & Pencils use?

Claude is named in 74% of job postings at Robots & Pencils, followed by LLM (49%), Llama (1%), Mistral (1%).

Claude 81 74% required in 99% · 22 open now · since May 2026
LLM 53 49% required in 91% · 15 open now · since Feb 2026
Llama 1 1% optional · since Jun 2026
Mistral 1 1% optional · since Jun 2026

Which engineering practices does Robots & Pencils ask for?

CI/CD is named in 51% of job postings at Robots & Pencils, followed by RAG (44%), AI Agents (40%), LLM Guardrails (17%).

CI/CD 56 51% required in 95% · 14 open now · since Feb 2026
RAG 48 44% required in 94% · 19 open now · since Feb 2026
AI Agents 44 40% required in 100% · 17 open now · since Feb 2026
LLM Guardrails 19 17% required in 100% · 8 open now · since Jun 2026
Function Calling 19 17% required in 95% · 9 open now · since Jun 2026
Feature Store 17 16% required in 100% · 4 open now · since Jun 2026
ETL/ELT 15 14% required in 93% · 1 open now · since Jun 2026
Embeddings 14 13% required in 100% · 7 open now · since Jun 2026
Show all (41)
Human-in-the-Loop13
Quantization13
Prompt Engineering13
Machine Learning12
Multi-Agent Systems11
Platform Engineering11
Agentic Workflows9
IAM8
Fine-tuning7
Context Engineering7
LLMOps5
Service Mesh5
FinOps4
Hallucination3
State Management3
Time Series3
HPC3
A/B Testing2
NLP2
Offline-First2
Multimodal AI2
Clean Architecture1
Data Vault1
Design Controls1
Knowledge Graph1
MVC1
MVI1
MVVM1
Prompt Caching1
Reranking1
SLI/SLO/SLA1
PKI1

And 1 more, each named in fewer postings.

What other technologies does Robots & Pencils use?

Kotlin Coroutines is named in 1% of job postings at Robots & Pencils.

Kotlin Coroutines 1 1% 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

32 postings
Python32
AWS28
LLM27
Docker21
Cursor20
Kubernetes19

Product

20 postings
AWS20
Claude20
Azure DevOps7
GitHub7
Copilot6
Cursor6

Data Science

14 postings
AWS13
Python12
Claude11
Cursor11
SQL11
Scala7

DevOps

10 postings
AWS10
Claude10
Cursor10
LLM10
Python10
Java7

Solutions

8 postings
AWS8
Claude7
Azure DevOps4
GitHub4
Python4
Claude Code3

Backend

8 postings
JavaScript8
AWS7
Node JS7
React.js7
Claude6
Cursor6

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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: $202k across 41 postings.

TechnologyPostings with payMedianvs company median
AWS40$206k+2%
Claude31$190k−6%
Python31$188k−7%
LLM26$195k−3%
Kubernetes20$188k−7%
Azure20$182k−10%
AWS Lambda14$228k+13%
GCP14$175k−13%
Amazon EventBridge11$228k+13%
Amazon SageMaker11$210k+4%

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
gRPCNov 2026
A/B TestingOct 2026
C++Oct 2026
NLPOct 2026
TensorFlow C++Oct 2026
Multimodal AIOct 2026
LangSmithOct 2026
LangfuseOct 2026
Rising
LLM Guardrails10% → 23%
Amazon EventBridge5% → 17%
PyTorch5% → 17%
Java5% → 15%
Platform Engineering5% → 14%
LangSmith0% → 9%
Langfuse0% → 9%
Model Context Protocol0% → 9%
Falling
JavaScript26% → 14%
React.js13% → 2%
AWS Strands Agents15% → 5%
GitHub23% → 14%
Amazon Redshift18% → 9%
Quantization18% → 9%
Git8% → 0%
Copilot13% → 6%

How modern is the Robots & Pencils stack?

Cutting-edge AI adopter 82/100

Robots & Pencils scores 82 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 7,332 companies in the same industries, whose stack Alion knows, that use each technology.

AWS45%
Claude19%
Python55%
LLM29%
Azure41%
Kubernetes37%
Amazon SageMaker5%
JavaScript59%
AWS Lambda11%
GitHub22%

What sets Robots & Pencils apart

Amazon EventBridge2%
AWS Bedrock AgentCore1%
AWS Step Functions3%
AWS Strands Agents1%
Prefect1%
Amazon Kinesis3%
LangSmith3%
Langfuse3%
ABAP4%
SAP BTP2%

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 (16%), SQL (14%), Java (11%), as a share of the 109 postings of the last 12 months.

Does Robots & Pencils use PyTorch?

Yes. PyTorch is named in 13 of 109 job postings (12%) and required in 12 of them.

What cloud and platforms does Robots & Pencils use?

The cloud and platforms named in Robots & Pencils job postings are AWS (104), Azure (32), Kubernetes (29) (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 (32), AWS (28), LLM (27), Docker (21), out of 32 postings in the last 12 months.

Is the Robots & Pencils tech stack changing?

Yes. gRPC, A/B Testing, C++, NLP first appeared in Robots & Pencils job postings in the last six months.

How modern is the Robots & Pencils tech stack?

Robots & Pencils scores 82 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 109 postings of the last 12 months and were updated on Nov 12, 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: 201 technologies from 109 job postings", as of Nov 12, 2026. https://alion.io/company/robots-and-pencils/technologies

Licence: CC BY-SA 4.0JSON