{"company":{"id":47986,"name":"Automation Anywhere","domain":"automationanywhere.com","url":"https://alion.io/company/automation-anywhere"},"answer":"Automation Anywhere builds mostly with Python, JavaScript, SQL, Java. Its stack also includes AWS, Azure, Playwright, Pinecone. AWS is named in 7 of the 38 job postings Automation Anywhere published in the last 12 months (18%). Counted by Alion from the job postings of Automation Anywhere, updated Oct 26, 2026.","window_days":365,"postings_analysed":38,"open_postings":36,"technologies_in_use":86,"modernity_score":89,"ai_adoption":true,"technologies":[{"name":"AI Agents","layer":"practices","postings":38,"share":1,"required":14,"open_postings":36,"first_seen":"2026-07-15","last_seen":"2026-10-23","median_stated_pay_usd":300000},{"name":"RAG","layer":"practices","postings":8,"share":0.2105,"required":8,"open_postings":7,"first_seen":"2026-07-15","last_seen":"2026-10-23","median_stated_pay_usd":null},{"name":"AWS","layer":"cloud","postings":7,"share":0.1842,"required":5,"open_postings":7,"first_seen":"2019-07-10","last_seen":"2026-10-20","median_stated_pay_usd":null},{"name":"Python","layer":"languages","postings":6,"share":0.1579,"required":5,"open_postings":6,"first_seen":"2026-09-28","last_seen":"2026-10-23","median_stated_pay_usd":null},{"name":"JavaScript","layer":"languages","postings":6,"share":0.1579,"required":4,"open_postings":6,"first_seen":"2026-10-05","last_seen":"2026-10-23","median_stated_pay_usd":null},{"name":"Azure","layer":"cloud","postings":6,"share":0.1579,"required":3,"open_postings":6,"first_seen":"2019-07-10","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":5,"share":0.1316,"required":5,"open_postings":5,"first_seen":"2026-08-31","last_seen":"2026-10-23","median_stated_pay_usd":null},{"name":"GCP","layer":"cloud","postings":5,"share":0.1316,"required":3,"open_postings":5,"first_seen":"2026-07-15","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"Claude","layer":"ai","postings":4,"share":0.1053,"required":4,"open_postings":4,"first_seen":"2026-09-29","last_seen":"2026-10-23","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":4,"share":0.1053,"required":4,"open_postings":4,"first_seen":"2026-07-21","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"ChatGPT","layer":"ai","postings":3,"share":0.0789,"required":3,"open_postings":3,"first_seen":"2026-09-09","last_seen":"2026-10-23","median_stated_pay_usd":null},{"name":"Copilot","layer":"tools","postings":3,"share":0.0789,"required":3,"open_postings":3,"first_seen":"2026-09-29","last_seen":"2026-10-23","median_stated_pay_usd":null},{"name":"Prompt Engineering","layer":"practices","postings":3,"share":0.0789,"required":3,"open_postings":3,"first_seen":"2026-08-31","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"Rest API","layer":"tools","postings":3,"share":0.0789,"required":3,"open_postings":2,"first_seen":"2026-08-05","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"SQL","layer":"languages","postings":3,"share":0.0789,"required":3,"open_postings":2,"first_seen":"2019-04-25","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Human-in-the-Loop","layer":"practices","postings":3,"share":0.0789,"required":2,"open_postings":3,"first_seen":"2026-07-15","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"Playwright","layer":"frameworks","postings":3,"share":0.0789,"required":2,"open_postings":3,"first_seen":"2026-10-07","last_seen":"2026-10-23","median_stated_pay_usd":null},{"name":"Java","layer":"languages","postings":3,"share":0.0789,"required":1,"open_postings":2,"first_seen":"2019-04-25","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Agentic Workflows","layer":"practices","postings":2,"share":0.0526,"required":2,"open_postings":2,"first_seen":"2026-08-31","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Hibernate","layer":"frameworks","postings":2,"share":0.0526,"required":2,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Hugging Face","layer":"cloud","postings":2,"share":0.0526,"required":2,"open_postings":2,"first_seen":"2026-09-28","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":2,"share":0.0526,"required":2,"open_postings":2,"first_seen":"2026-08-31","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"LangChain","layer":"frameworks","postings":2,"share":0.0526,"required":2,"open_postings":2,"first_seen":"2026-09-28","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"Microsoft Excel","layer":"tools","postings":2,"share":0.0526,"required":2,"open_postings":2,"first_seen":"2019-04-25","last_seen":"2026-10-21","median_stated_pay_usd":null},{"name":"OCR","layer":"practices","postings":2,"share":0.0526,"required":2,"open_postings":2,"first_seen":"2026-07-15","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Pinecone","layer":"data","postings":2,"share":0.0526,"required":2,"open_postings":2,"first_seen":"2026-09-28","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"Selenium","layer":"frameworks","postings":2,"share":0.0526,"required":2,"open_postings":2,"first_seen":"2026-10-21","last_seen":"2026-10-23","median_stated_pay_usd":null},{"name":"Self-Healing","layer":"practices","postings":2,"share":0.0526,"required":2,"open_postings":2,"first_seen":"2026-10-21","last_seen":"2026-10-23","median_stated_pay_usd":null},{"name":"TypeScript","layer":"languages","postings":2,"share":0.0526,"required":2,"open_postings":2,"first_seen":"2026-10-21","last_seen":"2026-10-23","median_stated_pay_usd":null},{"name":"Fine-tuning","layer":"practices","postings":2,"share":0.0526,"required":1,"open_postings":2,"first_seen":"2026-09-28","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"Gradle","layer":"tools","postings":2,"share":0.0526,"required":1,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"JUnit","layer":"frameworks","postings":2,"share":0.0526,"required":1,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"LLM Guardrails","layer":"practices","postings":2,"share":0.0526,"required":1,"open_postings":2,"first_seen":"2026-07-15","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"LangSmith","layer":"cloud","postings":2,"share":0.0526,"required":1,"open_postings":2,"first_seen":"2026-09-28","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"Maven","layer":"tools","postings":2,"share":0.0526,"required":1,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Mockito","layer":"frameworks","postings":2,"share":0.0526,"required":1,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Model Context Protocol","layer":"tools","postings":2,"share":0.0526,"required":1,"open_postings":2,"first_seen":"2026-08-31","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"Multi-Agent Systems","layer":"practices","postings":2,"share":0.0526,"required":1,"open_postings":2,"first_seen":"2026-07-15","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Spring Boot","layer":"frameworks","postings":2,"share":0.0526,"required":1,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"TestNG","layer":"frameworks","postings":2,"share":0.0526,"required":1,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Kotlin","layer":"languages","postings":2,"share":0.0526,"required":0,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"A2A","layer":"tools","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-09-29","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"AIOps","layer":"practices","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-10-22","last_seen":"2026-10-22","median_stated_pay_usd":null},{"name":"AWS Bedrock","layer":"cloud","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Arize Phoenix","layer":"cloud","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"AutoGen","layer":"frameworks","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Chroma","layer":"data","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-10-08","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"Computer Use","layer":"practices","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-07-21","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"CrewAI","layer":"frameworks","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Cursor","layer":"tools","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-09-29","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"Docker","layer":"tools","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-10-08","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"Embeddings","layer":"practices","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"FastAPI","layer":"frameworks","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-10-08","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"Figma","layer":"cloud","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-10-21","last_seen":"2026-10-21","median_stated_pay_usd":null},{"name":"Function Calling","layer":"practices","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-10-09","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"GGUF","layer":"tools","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"GPTQ","layer":"ai","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Hallucination","layer":"practices","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"LangGraph","layer":"frameworks","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"LlamaIndex","layer":"frameworks","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-10-08","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"LoRA","layer":"ai","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"MS SQL","layer":"data","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-10-07","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Milvus","layer":"data","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-10-08","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"MySQL","layer":"data","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-10-07","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"OpenAI","layer":"cloud","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Oracle","layer":"data","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-10-07","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"PEFT","layer":"ai","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"QLoRA","layer":"ai","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Qdrant","layer":"data","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Quantization","layer":"practices","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Rest-Assured","layer":"frameworks","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-10-07","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Semantic Search","layer":"practices","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-10-08","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"Supabase","layer":"cloud","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-09-29","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"Unsloth","layer":"frameworks","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Vertex AI","layer":"cloud","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Weaviate","layer":"data","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"vLLM","layer":"cloud","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Anthropic","layer":"cloud","postings":1,"share":0.0263,"required":0,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Cypress","layer":"frameworks","postings":1,"share":0.0263,"required":0,"open_postings":1,"first_seen":"2026-10-07","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"JQuery","layer":"frameworks","postings":1,"share":0.0263,"required":0,"open_postings":1,"first_seen":"2026-10-07","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"LLMOps","layer":"practices","postings":1,"share":0.0263,"required":0,"open_postings":1,"first_seen":"2026-10-08","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"Llama","layer":"ai","postings":1,"share":0.0263,"required":0,"open_postings":1,"first_seen":"2026-10-08","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"Mistral","layer":"ai","postings":1,"share":0.0263,"required":0,"open_postings":1,"first_seen":"2026-10-08","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"Snowflake","layer":"data","postings":1,"share":0.0263,"required":0,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Transformers","layer":"frameworks","postings":1,"share":0.0263,"required":0,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Weights & Biases","layer":"cloud","postings":1,"share":0.0263,"required":0,"open_postings":1,"first_seen":"2026-10-08","last_seen":"2026-10-08","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"Selenium","first_seen":"2026-10-21"},{"name":"Self-Healing","first_seen":"2026-10-21"},{"name":"TypeScript","first_seen":"2026-10-21"},{"name":"Playwright","first_seen":"2026-10-07"},{"name":"JavaScript","first_seen":"2026-10-05"},{"name":"Claude","first_seen":"2026-09-29"},{"name":"Copilot","first_seen":"2026-09-29"},{"name":"Python","first_seen":"2026-09-28"}],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"CorroHealth","url":"https://alion.io/company/corrohealth/technologies","shared_technologies":44},{"name":"Flyte Solutions","url":"https://alion.io/company/flyte-solutions-ltd/technologies","shared_technologies":44},{"name":"ProQuest","url":"https://alion.io/company/proquest","shared_technologies":47},{"name":"Equifax","url":"https://alion.io/company/equifax/technologies","shared_technologies":44},{"name":"Wissen Technology","url":"https://alion.io/company/wissen-technology/technologies","shared_technologies":43},{"name":"Broadridge","url":"https://alion.io/company/broadridge/technologies","shared_technologies":51},{"name":"BMC Software","url":"https://alion.io/company/bmc-software/technologies","shared_technologies":44},{"name":"GEICO","url":"https://alion.io/company/geico-3/technologies","shared_technologies":50}],"html_url":"https://alion.io/company/automation-anywhere/technologies","json_url":"https://alion.io/company/automation-anywhere/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-10-26T02:27:11Z","generated_at":"2026-10-26T02:35:28Z"}}