{"company":{"id":5273,"name":"Clio","domain":"clio.com","url":"https://alion.io/company/clio"},"answer":"Clio builds mostly with Ruby, Python, SQL, JavaScript. Its stack also includes Ruby on Rails, Figma, Looker, ElasticSearch. Ruby is named in 22 of the 80 job postings Clio published in the last 12 months (28%). Counted by Alion from the job postings of Clio, updated Oct 8, 2026.","window_days":365,"postings_analysed":80,"open_postings":77,"technologies_in_use":112,"modernity_score":84,"ai_adoption":true,"technologies":[{"name":"Ruby","layer":"languages","postings":22,"share":0.275,"required":10,"open_postings":21,"first_seen":"2026-07-24","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Python","layer":"languages","postings":20,"share":0.25,"required":12,"open_postings":19,"first_seen":"2026-07-24","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Ruby on Rails","layer":"frameworks","postings":14,"share":0.175,"required":8,"open_postings":13,"first_seen":"2026-07-24","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Claude","layer":"ai","postings":13,"share":0.1625,"required":8,"open_postings":12,"first_seen":"2026-08-06","last_seen":"2026-10-05","median_stated_pay_usd":215674},{"name":"AI Agents","layer":"practices","postings":12,"share":0.15,"required":12,"open_postings":12,"first_seen":"2026-08-06","last_seen":"2026-10-02","median_stated_pay_usd":null},{"name":"SQL","layer":"languages","postings":12,"share":0.15,"required":8,"open_postings":12,"first_seen":"2026-08-06","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"JavaScript","layer":"languages","postings":10,"share":0.125,"required":8,"open_postings":9,"first_seen":"2026-07-24","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Figma","layer":"cloud","postings":8,"share":0.1,"required":8,"open_postings":8,"first_seen":"2026-08-06","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"ChatGPT","layer":"ai","postings":8,"share":0.1,"required":3,"open_postings":7,"first_seen":"2026-08-07","last_seen":"2026-10-05","median_stated_pay_usd":195800},{"name":"Looker","layer":"cloud","postings":7,"share":0.0875,"required":6,"open_postings":7,"first_seen":"2026-08-07","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"AWS","layer":"cloud","postings":7,"share":0.0875,"required":5,"open_postings":7,"first_seen":"2026-08-06","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"ETL/ELT","layer":"practices","postings":6,"share":0.075,"required":6,"open_postings":6,"first_seen":"2026-09-22","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"NLP","layer":"practices","postings":6,"share":0.075,"required":5,"open_postings":6,"first_seen":"2026-09-22","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"Terraform","layer":"tools","postings":6,"share":0.075,"required":5,"open_postings":6,"first_seen":"2026-08-06","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":6,"share":0.075,"required":4,"open_postings":6,"first_seen":"2026-08-06","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"ElasticSearch","layer":"data","postings":5,"share":0.0625,"required":5,"open_postings":5,"first_seen":"2026-08-24","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":5,"share":0.0625,"required":5,"open_postings":5,"first_seen":"2026-08-06","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Azure","layer":"cloud","postings":5,"share":0.0625,"required":4,"open_postings":5,"first_seen":"2026-08-24","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"C#","layer":"languages","postings":5,"share":0.0625,"required":4,"open_postings":5,"first_seen":"2026-08-06","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":5,"share":0.0625,"required":3,"open_postings":5,"first_seen":"2026-08-06","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Okta","layer":"cloud","postings":5,"share":0.0625,"required":3,"open_postings":5,"first_seen":"2026-08-06","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"SIEM","layer":"cloud","postings":5,"share":0.0625,"required":3,"open_postings":5,"first_seen":"2026-08-24","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":5,"share":0.0625,"required":0,"open_postings":5,"first_seen":"2026-08-06","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Agentic Workflows","layer":"practices","postings":4,"share":0.05,"required":4,"open_postings":4,"first_seen":"2026-08-06","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"C++","layer":"languages","postings":4,"share":0.05,"required":4,"open_postings":3,"first_seen":"2026-07-24","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Cursor","layer":"tools","postings":4,"share":0.05,"required":3,"open_postings":4,"first_seen":"2026-08-06","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Rest API","layer":"tools","postings":4,"share":0.05,"required":3,"open_postings":4,"first_seen":"2026-08-06","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"GitHub Actions","layer":"cloud","postings":4,"share":0.05,"required":2,"open_postings":4,"first_seen":"2026-08-06","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"MySQL","layer":"data","postings":4,"share":0.05,"required":2,"open_postings":4,"first_seen":"2026-08-06","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Apache Kafka","layer":"cloud","postings":3,"share":0.0375,"required":3,"open_postings":3,"first_seen":"2026-08-24","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Databricks","layer":"cloud","postings":3,"share":0.0375,"required":3,"open_postings":3,"first_seen":"2026-09-14","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"GitHub","layer":"cloud","postings":3,"share":0.0375,"required":3,"open_postings":3,"first_seen":"2026-08-28","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"Linux","layer":"cloud","postings":3,"share":0.0375,"required":3,"open_postings":3,"first_seen":"2026-08-26","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"OpenSearch","layer":"data","postings":3,"share":0.0375,"required":3,"open_postings":3,"first_seen":"2026-08-24","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Amazon EKS","layer":"cloud","postings":3,"share":0.0375,"required":2,"open_postings":3,"first_seen":"2026-08-26","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Go","layer":"languages","postings":3,"share":0.0375,"required":2,"open_postings":3,"first_seen":"2026-08-06","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Rollup","layer":"practices","postings":3,"share":0.0375,"required":2,"open_postings":3,"first_seen":"2026-09-15","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Platform Engineering","layer":"practices","postings":3,"share":0.0375,"required":1,"open_postings":3,"first_seen":"2026-08-26","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Power BI","layer":"cloud","postings":3,"share":0.0375,"required":0,"open_postings":3,"first_seen":"2026-09-04","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":".NET","layer":"cloud","postings":2,"share":0.025,"required":2,"open_postings":2,"first_seen":"2026-09-10","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"AWS Lambda","layer":"cloud","postings":2,"share":0.025,"required":2,"open_postings":2,"first_seen":"2026-08-26","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Amazon Kinesis","layer":"cloud","postings":2,"share":0.025,"required":2,"open_postings":2,"first_seen":"2026-08-24","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Azure DevOps","layer":"cloud","postings":2,"share":0.025,"required":2,"open_postings":2,"first_seen":"2026-09-04","last_seen":"2026-09-20","median_stated_pay_usd":null},{"name":"Buildkite","layer":"cloud","postings":2,"share":0.025,"required":2,"open_postings":2,"first_seen":"2026-08-26","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Claude Code","layer":"tools","postings":2,"share":0.025,"required":2,"open_postings":2,"first_seen":"2026-09-14","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"DLP","layer":"cloud","postings":2,"share":0.025,"required":2,"open_postings":2,"first_seen":"2026-09-15","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Datadog","layer":"cloud","postings":2,"share":0.025,"required":2,"open_postings":2,"first_seen":"2026-08-26","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Edge AI","layer":"practices","postings":2,"share":0.025,"required":2,"open_postings":2,"first_seen":"2026-09-15","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"Grafana","layer":"cloud","postings":2,"share":0.025,"required":2,"open_postings":2,"first_seen":"2026-08-26","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"GraphQL","layer":"tools","postings":2,"share":0.025,"required":2,"open_postings":2,"first_seen":"2026-08-06","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Incident Management","layer":"practices","postings":2,"share":0.025,"required":2,"open_postings":2,"first_seen":"2026-09-30","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Microsoft Excel","layer":"tools","postings":2,"share":0.025,"required":2,"open_postings":2,"first_seen":"2026-08-19","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"Prometheus","layer":"tools","postings":2,"share":0.025,"required":2,"open_postings":2,"first_seen":"2026-08-26","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"SLI/SLO/SLA","layer":"practices","postings":2,"share":0.025,"required":2,"open_postings":2,"first_seen":"2026-08-19","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Self-Healing","layer":"practices","postings":2,"share":0.025,"required":2,"open_postings":2,"first_seen":"2026-08-26","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Spark","layer":"cloud","postings":2,"share":0.025,"required":2,"open_postings":2,"first_seen":"2026-08-24","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Splunk","layer":"cloud","postings":2,"share":0.025,"required":2,"open_postings":2,"first_seen":"2026-08-24","last_seen":"2026-10-02","median_stated_pay_usd":null},{"name":"Svelte","layer":"frameworks","postings":2,"share":0.025,"required":2,"open_postings":2,"first_seen":"2026-09-04","last_seen":"2026-09-20","median_stated_pay_usd":null},{"name":"Windows","layer":"cloud","postings":2,"share":0.025,"required":2,"open_postings":2,"first_seen":"2026-08-28","last_seen":"2026-08-31","median_stated_pay_usd":null},{"name":"Amazon S3","layer":"cloud","postings":2,"share":0.025,"required":1,"open_postings":2,"first_seen":"2026-08-24","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"CloudFormation","layer":"tools","postings":2,"share":0.025,"required":1,"open_postings":2,"first_seen":"2026-08-06","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Dimensional Modeling","layer":"practices","postings":2,"share":0.025,"required":1,"open_postings":2,"first_seen":"2026-08-24","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Puppet","layer":"tools","postings":2,"share":0.025,"required":1,"open_postings":2,"first_seen":"2026-08-06","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"React.js","layer":"frameworks","postings":2,"share":0.025,"required":1,"open_postings":2,"first_seen":"2026-09-10","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Scala","layer":"languages","postings":2,"share":0.025,"required":1,"open_postings":2,"first_seen":"2026-08-24","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Tableau","layer":"cloud","postings":2,"share":0.025,"required":1,"open_postings":2,"first_seen":"2026-09-28","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"Amazon Aurora","layer":"data","postings":2,"share":0.025,"required":0,"open_postings":2,"first_seen":"2026-08-26","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"GCP","layer":"cloud","postings":2,"share":0.025,"required":0,"open_postings":2,"first_seen":"2026-08-24","last_seen":"2026-08-31","median_stated_pay_usd":null},{"name":"InfluxDB","layer":"data","postings":2,"share":0.025,"required":0,"open_postings":2,"first_seen":"2026-09-04","last_seen":"2026-09-20","median_stated_pay_usd":null},{"name":"Neo4j","layer":"data","postings":2,"share":0.025,"required":0,"open_postings":2,"first_seen":"2026-09-04","last_seen":"2026-09-20","median_stated_pay_usd":null},{"name":"A/B Testing","layer":"practices","postings":1,"share":0.0125,"required":1,"open_postings":0,"first_seen":"2026-09-25","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"AWS Glue","layer":"tools","postings":1,"share":0.0125,"required":1,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Adobe Photoshop","layer":"tools","postings":1,"share":0.0125,"required":1,"open_postings":1,"first_seen":"2026-09-02","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"Amazon Redshift","layer":"data","postings":1,"share":0.0125,"required":1,"open_postings":1,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Apache Iceberg","layer":"data","postings":1,"share":0.0125,"required":1,"open_postings":1,"first_seen":"2026-09-30","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"Cassandra","layer":"data","postings":1,"share":0.0125,"required":1,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Commander.js","layer":"frameworks","postings":1,"share":0.0125,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Data Vault","layer":"practices","postings":1,"share":0.0125,"required":1,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Fine-tuning","layer":"practices","postings":1,"share":0.0125,"required":1,"open_postings":1,"first_seen":"2026-08-06","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"Flink","layer":"frameworks","postings":1,"share":0.0125,"required":1,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Fluent Bit","layer":"tools","postings":1,"share":0.0125,"required":1,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Function Calling","layer":"practices","postings":1,"share":0.0125,"required":1,"open_postings":1,"first_seen":"2026-08-06","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"Gemini","layer":"ai","postings":1,"share":0.0125,"required":1,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Git","layer":"tools","postings":1,"share":0.0125,"required":1,"open_postings":1,"first_seen":"2026-09-29","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"Hadoop","layer":"frameworks","postings":1,"share":0.0125,"required":1,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Human-in-the-Loop","layer":"practices","postings":1,"share":0.0125,"required":1,"open_postings":1,"first_seen":"2026-08-17","last_seen":"2026-08-17","median_stated_pay_usd":null},{"name":"LLM Guardrails","layer":"practices","postings":1,"share":0.0125,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Logstash","layer":"tools","postings":1,"share":0.0125,"required":1,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"MS SQL","layer":"data","postings":1,"share":0.0125,"required":1,"open_postings":1,"first_seen":"2026-10-07","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Midjourney","layer":"ai","postings":1,"share":0.0125,"required":1,"open_postings":1,"first_seen":"2026-09-02","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"Opsgenie","layer":"cloud","postings":1,"share":0.0125,"required":1,"open_postings":1,"first_seen":"2026-10-07","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"PagerDuty","layer":"cloud","postings":1,"share":0.0125,"required":1,"open_postings":1,"first_seen":"2026-10-07","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"PowerShell","layer":"languages","postings":1,"share":0.0125,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Prompt Engineering","layer":"practices","postings":1,"share":0.0125,"required":1,"open_postings":1,"first_seen":"2026-08-19","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":1,"share":0.0125,"required":1,"open_postings":1,"first_seen":"2026-08-06","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"React Native","layer":"frameworks","postings":1,"share":0.0125,"required":1,"open_postings":1,"first_seen":"2026-10-07","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Red Teaming","layer":"practices","postings":1,"share":0.0125,"required":1,"open_postings":1,"first_seen":"2026-10-02","last_seen":"2026-10-02","median_stated_pay_usd":null},{"name":"Redis","layer":"data","postings":1,"share":0.0125,"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":0.0125,"required":1,"open_postings":0,"first_seen":"2026-09-25","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Semantic Search","layer":"practices","postings":1,"share":0.0125,"required":1,"open_postings":0,"first_seen":"2026-09-25","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Snowflake","layer":"data","postings":1,"share":0.0125,"required":1,"open_postings":1,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Tool Use","layer":"practices","postings":1,"share":0.0125,"required":1,"open_postings":1,"first_seen":"2026-08-06","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"Vue.js","layer":"frameworks","postings":1,"share":0.0125,"required":1,"open_postings":1,"first_seen":"2026-09-10","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"dbt","layer":"tools","postings":1,"share":0.0125,"required":1,"open_postings":1,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Amazon ECS","layer":"cloud","postings":1,"share":0.0125,"required":0,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Copilot","layer":"tools","postings":1,"share":0.0125,"required":0,"open_postings":1,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Docker","layer":"tools","postings":1,"share":0.0125,"required":0,"open_postings":1,"first_seen":"2026-08-06","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"Embeddings","layer":"practices","postings":1,"share":0.0125,"required":0,"open_postings":0,"first_seen":"2026-09-25","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Node JS","layer":"languages","postings":1,"share":0.0125,"required":0,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Postman","layer":"cloud","postings":1,"share":0.0125,"required":0,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Pulumi","layer":"tools","postings":1,"share":0.0125,"required":0,"open_postings":1,"first_seen":"2026-09-10","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Sumo Logic","layer":"cloud","postings":1,"share":0.0125,"required":0,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"Solvd","url":"https://alion.io/company/solvd/technologies","shared_technologies":79},{"name":"WEX","url":"https://alion.io/company/wex/technologies","shared_technologies":82},{"name":"Samsara","url":"https://alion.io/company/samsara/technologies","shared_technologies":83},{"name":"Tekion","url":"https://alion.io/company/tekion/technologies","shared_technologies":88},{"name":"Gen Digital","url":"https://alion.io/company/gendigital/technologies","shared_technologies":90},{"name":"SailPoint","url":"https://alion.io/company/sailpoint/technologies","shared_technologies":86},{"name":"Versant","url":"https://alion.io/company/versantmedia/technologies","shared_technologies":89},{"name":"GoDaddy","url":"https://alion.io/company/go-daddy/technologies","shared_technologies":83}],"html_url":"https://alion.io/company/clio/technologies","json_url":"https://alion.io/company/clio/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-10-08T13:24:41Z","generated_at":"2026-10-08T13:46:57Z"}}