# Robots & Pencils - **Answer**: 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. - **Window days**: 365 - **Postings analysed**: 109 - **Open postings**: 35 - **Technologies in use**: 201 - **Modernity score**: 82 - **Ai adoption**: yes - **License**: CC BY-SA 4.0 ## Company - **Id**: 7662 - **Name**: Robots & Pencils - **Domain**: robotsandpencils.com - **Url**: ## Technologies - **AWS** — Layer: cloud; Postings: 104; Share: 0.9541; Required: 100; Open postings: 34; First seen: 2026-02-19 - **Claude** — Layer: ai; Postings: 81; Share: 0.7431; Required: 80; Open postings: 22; First seen: 2026-05-12 - **Python** — Layer: languages; Postings: 74; Share: 0.6789; Required: 71; Open postings: 25; First seen: 2026-02-19 - **Cursor** — Layer: tools; Postings: 65; Share: 0.5963; Required: 61; Open postings: 16; First seen: 2026-05-12 - **CI/CD** — Layer: practices; Postings: 56; Share: 0.5138; Required: 53; Open postings: 14; First seen: 2026-02-19 - **LLM** — Layer: ai; Postings: 53; Share: 0.4862; Required: 48; Open postings: 15; First seen: 2026-02-19 - **RAG** — Layer: practices; Postings: 48; Share: 0.4404; Required: 45; Open postings: 19; First seen: 2026-02-19 - **AI Agents** — Layer: practices; Postings: 44; Share: 0.4037; Required: 44; Open postings: 17; First seen: 2026-02-19 - **Claude Code** — Layer: tools; Postings: 32; Share: 0.2936; Required: 28; Open postings: 12; First seen: 2026-05-12 - **Azure** — Layer: cloud; Postings: 32; Share: 0.2936; Required: 16; Open postings: 7; First seen: 2026-05-15 - **Kubernetes** — Layer: cloud; Postings: 29; Share: 0.2661; Required: 29; Open postings: 7; First seen: 2026-06-11 - **Docker** — Layer: tools; Postings: 29; Share: 0.2661; Required: 27; Open postings: 8; First seen: 2026-06-11 - **Amazon SageMaker** — Layer: cloud; Postings: 22; Share: 0.2018; Required: 20; Open postings: 8; First seen: 2026-06-16 - **JavaScript** — Layer: languages; Postings: 21; Share: 0.1927; Required: 15; Open postings: 7; First seen: 2026-04-22 - **AWS Lambda** — Layer: cloud; Postings: 20; Share: 0.1835; Required: 19; Open postings: 8; First seen: 2026-04-22 - **LLM Guardrails** — Layer: practices; Postings: 19; Share: 0.1743; Required: 19; Open postings: 8; First seen: 2026-06-16 - **Function Calling** — Layer: practices; Postings: 19; Share: 0.1743; Required: 18; Open postings: 9; First seen: 2026-06-11 - **GitHub** — Layer: cloud; Postings: 19; Share: 0.1743; Required: 17; Open postings: 3; First seen: 2026-05-12 - **Feature Store** — Layer: practices; Postings: 17; Share: 0.156; Required: 17; Open postings: 4; First seen: 2026-06-02 - **TypeScript** — Layer: languages; Postings: 17; Share: 0.156; Required: 15; Open postings: 3; First seen: 2026-05-12 - **AWS Bedrock** — Layer: cloud; Postings: 16; Share: 0.1468; Required: 15; Open postings: 9; First seen: 2026-06-16 - **GCP** — Layer: cloud; Postings: 16; Share: 0.1468; Required: 14; Open postings: 4; First seen: 2026-07-14 - **Azure DevOps** — Layer: cloud; Postings: 15; Share: 0.1376; Required: 15; Open postings: 5; First seen: 2026-06-19 - **SQL** — Layer: languages; Postings: 15; Share: 0.1376; Required: 15; Open postings: 3; First seen: 2026-04-22 - **ETL/ELT** — Layer: practices; Postings: 15; Share: 0.1376; Required: 14; Open postings: 1; First seen: 2026-06-02 - **Embeddings** — Layer: practices; Postings: 14; Share: 0.1284; Required: 14; Open postings: 7; First seen: 2026-06-02 - **GitHub Actions** — Layer: cloud; Postings: 14; Share: 0.1284; Required: 14; Open postings: 2; First seen: 2026-07-22 - **Snowflake** — Layer: data; Postings: 14; Share: 0.1284; Required: 14; Open postings: 4; First seen: 2026-07-01 - **Apache Kafka** — Layer: cloud; Postings: 13; Share: 0.1193; Required: 13; Open postings: 3; First seen: 2026-06-02 - **Human-in-the-Loop** — Layer: practices; Postings: 13; Share: 0.1193; Required: 13; Open postings: 4; First seen: 2026-06-16 - **Amazon EventBridge** — Layer: cloud; Postings: 13; Share: 0.1193; Required: 12; Open postings: 5; First seen: 2026-07-29 - **Amazon Redshift** — Layer: data; Postings: 13; Share: 0.1193; Required: 12; Open postings: 3; First seen: 2026-06-02 - **PyTorch** — Layer: frameworks; Postings: 13; Share: 0.1193; Required: 12; Open postings: 6; First seen: 2026-07-29 - **Quantization** — Layer: practices; Postings: 13; Share: 0.1193; Required: 12; Open postings: 4; First seen: 2026-06-11 - **Prompt Engineering** — Layer: practices; Postings: 13; Share: 0.1193; Required: 11; Open postings: 4; First seen: 2026-05-12 - **PostgreSQL** — Layer: data; Postings: 13; Share: 0.1193; Required: 10; Open postings: 3; First seen: 2026-05-12 - **Java** — Layer: languages; Postings: 12; Share: 0.1101; Required: 12; Open postings: 5; First seen: 2026-08-13 - **Node JS** — Layer: languages; Postings: 12; Share: 0.1101; Required: 12; Open postings: 5; First seen: 2026-04-22 - **Terraform** — Layer: tools; Postings: 12; Share: 0.1101; Required: 12; Open postings: 4; First seen: 2026-06-23 - **AWS Bedrock AgentCore** — Layer: cloud; Postings: 12; Share: 0.1101; Required: 11; Open postings: 7; First seen: 2026-06-16 - **Machine Learning** — Layer: practices; Postings: 12; Share: 0.1101; Required: 11; Open postings: 3; First seen: 2026-02-19 - **CloudFormation** — Layer: tools; Postings: 11; Share: 0.1009; Required: 11; Open postings: 3; First seen: 2026-06-23 - **Multi-Agent Systems** — Layer: practices; Postings: 11; Share: 0.1009; Required: 11; Open postings: 8; First seen: 2026-06-11 - **Platform Engineering** — Layer: practices; Postings: 11; Share: 0.1009; Required: 10; Open postings: 7; First seen: 2026-08-13 - **Rest API** — Layer: tools; Postings: 11; Share: 0.1009; Required: 10; Open postings: 5; First seen: 2026-05-12 - **Google BigQuery** — Layer: data; Postings: 10; Share: 0.0917; Required: 10; Open postings: 2; First seen: 2026-07-29 - **Scala** — Layer: languages; Postings: 10; Share: 0.0917; Required: 10; Open postings: 2; First seen: 2026-06-02 - **Spark** — Layer: cloud; Postings: 10; Share: 0.0917; Required: 10; Open postings: 1; First seen: 2026-06-02 - **AWS Step Functions** — Layer: cloud; Postings: 10; Share: 0.0917; Required: 9; Open postings: 6; First seen: 2026-04-22 - **TensorFlow** — Layer: frameworks; Postings: 10; Share: 0.0917; Required: 9; Open postings: 3; First seen: 2026-07-29 - … 151 more in the JSON form ## Changes ### First appeared - **gRPC** — First seen: 2026-11-09 - **A/B Testing** — First seen: 2026-10-20 - **C++** — First seen: 2026-10-20 - **NLP** — First seen: 2026-10-20 - **TensorFlow C++** — First seen: 2026-10-20 - **Multimodal AI** — First seen: 2026-10-14 - **LangSmith** — First seen: 2026-10-07 - **Langfuse** — First seen: 2026-10-07 ### Rising - **LLM Guardrails** — Share from: 10; Share to: 23 - **Amazon EventBridge** — Share from: 5; Share to: 17 - **PyTorch** — Share from: 5; Share to: 17 - **Java** — Share from: 5; Share to: 15 - **Platform Engineering** — Share from: 5; Share to: 14 - **LangSmith** — Share from: 0; Share to: 9 - **Langfuse** — Share from: 0; Share to: 9 - **Model Context Protocol** — Share from: 0; Share to: 9 ### Falling - **JavaScript** — Share from: 26; Share to: 14 - **React.js** — Share from: 13; Share to: 2 - **AWS Strands Agents** — Share from: 15; Share to: 5 - **GitHub** — Share from: 23; Share to: 14 - **Amazon Redshift** — Share from: 18; Share to: 9 - **Quantization** — Share from: 18; Share to: 9 - **Git** — Share from: 8; Share to: 0 - **Copilot** — Share from: 13; Share to: 6 ## Similar stacks - [Algoleap](https://alion.io/company/algoleap-technologies/technologies) — Shared technologies: 137 - [Deutsche Telekom Digital Labs](https://alion.io/company/deutsche-telekom-digital-labs/technologies) — Shared technologies: 142 - [Commonwealth Bank of Australia](https://alion.io/company/commonwealth-bank-of-australia/technologies) — Shared technologies: 145 - [PwC UK](https://alion.io/company/pwc-6/technologies) — Shared technologies: 165 - [Tekion](https://alion.io/company/tekion/technologies) — Shared technologies: 125 - [ResMed](https://alion.io/company/resmed-2/technologies) — Shared technologies: 131 - [Vertex Technologies](https://alion.io/company/vertextech-eg/technologies) — Shared technologies: 123 - [Fractal](https://alion.io/company/fractal-analytics/technologies) — Shared technologies: 145 --- [Page](https://alion.io/company/robots-and-pencils/technologies) · [JSON](https://alion.io/company/robots-and-pencils/technologies.json) Source: Alion (alion.io), 2026-11-12. 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