{"company":{"id":24470,"name":"interface.ai","domain":"interface.ai","url":"https://alion.io/company/interface"},"answer":"interface.ai builds mostly with Python, TypeScript, JavaScript, SQL. Its stack also includes AWS, Kubernetes, OpenSearch, PostgreSQL. Claude is named in 24 of the 25 job postings interface.ai published in the last 12 months (96%). Counted by Alion from the job postings of interface.ai, updated Oct 15, 2026.","window_days":365,"postings_analysed":25,"open_postings":25,"technologies_in_use":54,"modernity_score":76,"ai_adoption":true,"technologies":[{"name":"AI Agents","layer":"practices","postings":25,"share":1,"required":25,"open_postings":25,"first_seen":"2025-11-04","last_seen":"2026-10-14","median_stated_pay_usd":320000},{"name":"Claude","layer":"ai","postings":24,"share":0.96,"required":18,"open_postings":24,"first_seen":"2025-11-04","last_seen":"2026-10-14","median_stated_pay_usd":320000},{"name":"Cursor","layer":"tools","postings":8,"share":0.32,"required":7,"open_postings":8,"first_seen":"2025-12-16","last_seen":"2026-09-18","median_stated_pay_usd":320000},{"name":"Python","layer":"languages","postings":7,"share":0.28,"required":7,"open_postings":7,"first_seen":"2026-05-25","last_seen":"2026-09-18","median_stated_pay_usd":315000},{"name":"Claude Code","layer":"tools","postings":7,"share":0.28,"required":6,"open_postings":7,"first_seen":"2026-05-25","last_seen":"2026-09-18","median_stated_pay_usd":347500},{"name":"LLM","layer":"ai","postings":7,"share":0.28,"required":6,"open_postings":7,"first_seen":"2025-11-04","last_seen":"2026-09-18","median_stated_pay_usd":320000},{"name":"TypeScript","layer":"languages","postings":6,"share":0.24,"required":6,"open_postings":6,"first_seen":"2026-05-25","last_seen":"2026-09-18","median_stated_pay_usd":315000},{"name":"Prompt Engineering","layer":"practices","postings":6,"share":0.24,"required":5,"open_postings":6,"first_seen":"2026-04-06","last_seen":"2026-10-14","median_stated_pay_usd":235000},{"name":"AWS","layer":"cloud","postings":3,"share":0.12,"required":3,"open_postings":3,"first_seen":"2025-11-04","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Computer Use","layer":"practices","postings":3,"share":0.12,"required":3,"open_postings":3,"first_seen":"2026-06-29","last_seen":"2026-07-08","median_stated_pay_usd":null},{"name":"JavaScript","layer":"languages","postings":3,"share":0.12,"required":2,"open_postings":3,"first_seen":"2026-05-25","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Platform Engineering","layer":"practices","postings":3,"share":0.12,"required":2,"open_postings":3,"first_seen":"2026-05-25","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"Copilot","layer":"tools","postings":2,"share":0.08,"required":2,"open_postings":2,"first_seen":"2025-12-16","last_seen":"2026-06-29","median_stated_pay_usd":null},{"name":"Hallucination","layer":"practices","postings":2,"share":0.08,"required":2,"open_postings":2,"first_seen":"2025-12-16","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"IAM","layer":"practices","postings":2,"share":0.08,"required":2,"open_postings":2,"first_seen":"2025-11-04","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":2,"share":0.08,"required":2,"open_postings":2,"first_seen":"2026-08-25","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Multimodal AI","layer":"practices","postings":2,"share":0.08,"required":2,"open_postings":2,"first_seen":"2025-12-16","last_seen":"2026-05-25","median_stated_pay_usd":null},{"name":"Speech Recognition","layer":"practices","postings":2,"share":0.08,"required":2,"open_postings":2,"first_seen":"2025-12-16","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Tool Use","layer":"practices","postings":2,"share":0.08,"required":2,"open_postings":2,"first_seen":"2026-05-25","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"LLM Guardrails","layer":"practices","postings":2,"share":0.08,"required":1,"open_postings":2,"first_seen":"2026-08-25","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"NLP","layer":"practices","postings":2,"share":0.08,"required":0,"open_postings":2,"first_seen":"2026-05-25","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"AIOps","layer":"practices","postings":1,"share":0.04,"required":1,"open_postings":1,"first_seen":"2026-07-08","last_seen":"2026-07-08","median_stated_pay_usd":null},{"name":"Agentic Workflows","layer":"practices","postings":1,"share":0.04,"required":1,"open_postings":1,"first_seen":"2026-07-29","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":1,"share":0.04,"required":1,"open_postings":1,"first_seen":"2025-11-04","last_seen":"2025-11-04","median_stated_pay_usd":null},{"name":"Commander.js","layer":"frameworks","postings":1,"share":0.04,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Datadog","layer":"cloud","postings":1,"share":0.04,"required":1,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Fine-tuning","layer":"practices","postings":1,"share":0.04,"required":1,"open_postings":1,"first_seen":"2025-12-16","last_seen":"2025-12-16","median_stated_pay_usd":null},{"name":"Function Calling","layer":"practices","postings":1,"share":0.04,"required":1,"open_postings":1,"first_seen":"2026-07-29","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"GCP","layer":"cloud","postings":1,"share":0.04,"required":1,"open_postings":1,"first_seen":"2026-07-21","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"GitOps","layer":"practices","postings":1,"share":0.04,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Grafana","layer":"cloud","postings":1,"share":0.04,"required":1,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Incident Management","layer":"practices","postings":1,"share":0.04,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Kibana","layer":"cloud","postings":1,"share":0.04,"required":1,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"LLM Evaluation","layer":"practices","postings":1,"share":0.04,"required":1,"open_postings":1,"first_seen":"2026-08-08","last_seen":"2026-08-08","median_stated_pay_usd":null},{"name":"Multi-Agent Systems","layer":"practices","postings":1,"share":0.04,"required":1,"open_postings":1,"first_seen":"2025-12-16","last_seen":"2025-12-16","median_stated_pay_usd":null},{"name":"OpenSearch","layer":"data","postings":1,"share":0.04,"required":1,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"PostgreSQL","layer":"data","postings":1,"share":0.04,"required":1,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Progressive Delivery","layer":"practices","postings":1,"share":0.04,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Quantization","layer":"practices","postings":1,"share":0.04,"required":1,"open_postings":1,"first_seen":"2025-12-16","last_seen":"2025-12-16","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":1,"share":0.04,"required":1,"open_postings":1,"first_seen":"2025-12-16","last_seen":"2025-12-16","median_stated_pay_usd":null},{"name":"Replit","layer":"cloud","postings":1,"share":0.04,"required":1,"open_postings":1,"first_seen":"2025-12-16","last_seen":"2025-12-16","median_stated_pay_usd":null},{"name":"Rest API","layer":"tools","postings":1,"share":0.04,"required":1,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"SLI/SLO/SLA","layer":"practices","postings":1,"share":0.04,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"SQL","layer":"languages","postings":1,"share":0.04,"required":1,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Self-Healing","layer":"practices","postings":1,"share":0.04,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Service Mesh","layer":"practices","postings":1,"share":0.04,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Text-to-Speech","layer":"practices","postings":1,"share":0.04,"required":1,"open_postings":1,"first_seen":"2025-12-16","last_seen":"2025-12-16","median_stated_pay_usd":null},{"name":"Twilio","layer":"cloud","postings":1,"share":0.04,"required":1,"open_postings":1,"first_seen":"2026-06-23","last_seen":"2026-06-23","median_stated_pay_usd":null},{"name":"Chaos Engineering","layer":"practices","postings":1,"share":0.04,"required":0,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Knowledge Graph","layer":"practices","postings":1,"share":0.04,"required":0,"open_postings":1,"first_seen":"2025-12-16","last_seen":"2025-12-16","median_stated_pay_usd":null},{"name":"Model Context Protocol","layer":"tools","postings":1,"share":0.04,"required":0,"open_postings":1,"first_seen":"2025-12-16","last_seen":"2025-12-16","median_stated_pay_usd":null},{"name":"Node JS","layer":"languages","postings":1,"share":0.04,"required":0,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"RLAIF","layer":"practices","postings":1,"share":0.04,"required":0,"open_postings":1,"first_seen":"2025-12-16","last_seen":"2025-12-16","median_stated_pay_usd":null},{"name":"RLHF","layer":"practices","postings":1,"share":0.04,"required":0,"open_postings":1,"first_seen":"2025-12-16","last_seen":"2025-12-16","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"Kubernetes","first_seen":"2026-08-25"},{"name":"LLM Guardrails","first_seen":"2026-08-25"},{"name":"Computer Use","first_seen":"2026-06-29"},{"name":"Python","first_seen":"2026-05-25"},{"name":"Claude Code","first_seen":"2026-05-25"},{"name":"TypeScript","first_seen":"2026-05-25"},{"name":"JavaScript","first_seen":"2026-05-25"},{"name":"Platform Engineering","first_seen":"2026-05-25"}],"rising":[{"name":"LLM","share_from":18,"share_to":30},{"name":"Prompt Engineering","share_from":18,"share_to":30}],"falling":[{"name":"Computer Use","share_from":27,"share_to":0}],"not_seen_180d":[]},"similar_stacks":[{"name":"Dialpad","url":"https://alion.io/company/dialpad/technologies","shared_technologies":42},{"name":"Yuno","url":"https://alion.io/company/yuno/technologies","shared_technologies":40},{"name":"Doctolib","url":"https://alion.io/company/doctolib/technologies","shared_technologies":40},{"name":"Airbnb","url":"https://alion.io/company/airbnb/technologies","shared_technologies":43},{"name":"LexisNexis Risk Solutions","url":"https://alion.io/company/lexisnexisrisk/technologies","shared_technologies":40},{"name":"Relativity","url":"https://alion.io/company/relativity/technologies","shared_technologies":39},{"name":"Aivar Innovations","url":"https://alion.io/company/aivar-innovations/technologies","shared_technologies":43},{"name":"Scale AI","url":"https://alion.io/company/scale-ai/technologies","shared_technologies":45}],"html_url":"https://alion.io/company/interface/technologies","json_url":"https://alion.io/company/interface/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-10-15T17:47:07Z","generated_at":"2026-10-16T00:25:04Z"}}