{"company":{"id":3593,"name":"GRAIL","domain":"grail.com","url":"https://alion.io/company/grail"},"answer":"GRAIL builds mostly with Python, SQL, TypeScript, C++. Its stack also includes AWS, Kubernetes, Snowflake, Amazon Redshift. Python is named in 19 of the 23 job postings GRAIL published in the last 12 months (83%). Counted by Alion from the job postings of GRAIL, updated Sep 27, 2026.","window_days":365,"postings_analysed":23,"open_postings":8,"technologies_in_use":101,"modernity_score":82,"ai_adoption":true,"technologies":[{"name":"Python","layer":"languages","postings":19,"share":0.8261,"required":19,"open_postings":6,"first_seen":"2026-07-06","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"AWS","layer":"cloud","postings":15,"share":0.6522,"required":12,"open_postings":4,"first_seen":"2026-06-25","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":9,"share":0.3913,"required":7,"open_postings":4,"first_seen":"2026-06-25","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"SQL","layer":"languages","postings":8,"share":0.3478,"required":8,"open_postings":3,"first_seen":"2026-07-20","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":7,"share":0.3043,"required":6,"open_postings":2,"first_seen":"2026-06-25","last_seen":"2026-07-28","median_stated_pay_usd":null},{"name":"TypeScript","layer":"languages","postings":7,"share":0.3043,"required":6,"open_postings":2,"first_seen":"2026-07-06","last_seen":"2026-07-28","median_stated_pay_usd":null},{"name":"Tableau","layer":"cloud","postings":6,"share":0.2609,"required":6,"open_postings":2,"first_seen":"2026-07-20","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"C++","layer":"languages","postings":6,"share":0.2609,"required":5,"open_postings":2,"first_seen":"2026-07-06","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"Go","layer":"languages","postings":5,"share":0.2174,"required":5,"open_postings":2,"first_seen":"2026-07-22","last_seen":"2026-07-28","median_stated_pay_usd":null},{"name":"JavaScript","layer":"languages","postings":5,"share":0.2174,"required":5,"open_postings":1,"first_seen":"2026-07-06","last_seen":"2026-07-24","median_stated_pay_usd":null},{"name":"Power BI","layer":"cloud","postings":5,"share":0.2174,"required":5,"open_postings":2,"first_seen":"2026-07-20","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"Terraform","layer":"tools","postings":5,"share":0.2174,"required":5,"open_postings":3,"first_seen":"2026-07-16","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"GCP","layer":"cloud","postings":5,"share":0.2174,"required":4,"open_postings":3,"first_seen":"2026-07-06","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"Git","layer":"tools","postings":5,"share":0.2174,"required":0,"open_postings":1,"first_seen":"2026-07-07","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"ETL/ELT","layer":"practices","postings":4,"share":0.1739,"required":4,"open_postings":2,"first_seen":"2026-07-23","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"Platform Engineering","layer":"practices","postings":4,"share":0.1739,"required":4,"open_postings":3,"first_seen":"2026-07-28","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":4,"share":0.1739,"required":4,"open_postings":1,"first_seen":"2026-07-06","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"Snowflake","layer":"data","postings":4,"share":0.1739,"required":2,"open_postings":1,"first_seen":"2026-07-23","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"AWS Bedrock","layer":"cloud","postings":3,"share":0.1304,"required":3,"open_postings":0,"first_seen":"2026-07-06","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"Ansible","layer":"tools","postings":3,"share":0.1304,"required":3,"open_postings":2,"first_seen":"2026-07-28","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"Azure","layer":"cloud","postings":3,"share":0.1304,"required":3,"open_postings":1,"first_seen":"2026-07-06","last_seen":"2026-07-22","median_stated_pay_usd":null},{"name":"LangChain","layer":"frameworks","postings":3,"share":0.1304,"required":3,"open_postings":0,"first_seen":"2026-07-06","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":3,"share":0.1304,"required":3,"open_postings":0,"first_seen":"2026-07-06","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"React.js","layer":"frameworks","postings":3,"share":0.1304,"required":3,"open_postings":1,"first_seen":"2026-07-22","last_seen":"2026-07-24","median_stated_pay_usd":null},{"name":"Rest API","layer":"tools","postings":3,"share":0.1304,"required":3,"open_postings":1,"first_seen":"2026-07-06","last_seen":"2026-07-22","median_stated_pay_usd":null},{"name":"gRPC","layer":"tools","postings":3,"share":0.1304,"required":3,"open_postings":1,"first_seen":"2026-07-22","last_seen":"2026-07-24","median_stated_pay_usd":null},{"name":"Java","layer":"languages","postings":3,"share":0.1304,"required":2,"open_postings":3,"first_seen":"2026-07-22","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"AI Agents","layer":"practices","postings":3,"share":0.1304,"required":1,"open_postings":0,"first_seen":"2026-07-16","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"Amazon Redshift","layer":"data","postings":3,"share":0.1304,"required":1,"open_postings":0,"first_seen":"2026-07-23","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"Amazon S3","layer":"cloud","postings":3,"share":0.1304,"required":1,"open_postings":0,"first_seen":"2026-07-23","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"Amazon EKS","layer":"cloud","postings":2,"share":0.087,"required":2,"open_postings":0,"first_seen":"2026-06-25","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"BGP","layer":"practices","postings":2,"share":0.087,"required":2,"open_postings":1,"first_seen":"2026-07-28","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"C#","layer":"languages","postings":2,"share":0.087,"required":2,"open_postings":0,"first_seen":"2026-07-06","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"Configuration Management","layer":"practices","postings":2,"share":0.087,"required":2,"open_postings":1,"first_seen":"2026-07-28","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"DHCP","layer":"practices","postings":2,"share":0.087,"required":2,"open_postings":1,"first_seen":"2026-07-28","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"DNS","layer":"practices","postings":2,"share":0.087,"required":2,"open_postings":1,"first_seen":"2026-07-28","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"Datadog","layer":"cloud","postings":2,"share":0.087,"required":2,"open_postings":1,"first_seen":"2026-07-28","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"Grafana","layer":"cloud","postings":2,"share":0.087,"required":2,"open_postings":0,"first_seen":"2026-07-22","last_seen":"2026-07-24","median_stated_pay_usd":null},{"name":"Hugging Face","layer":"cloud","postings":2,"share":0.087,"required":2,"open_postings":0,"first_seen":"2026-07-06","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"IAM","layer":"practices","postings":2,"share":0.087,"required":2,"open_postings":0,"first_seen":"2026-06-25","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"Jenkins","layer":"tools","postings":2,"share":0.087,"required":2,"open_postings":2,"first_seen":"2026-07-28","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":2,"share":0.087,"required":2,"open_postings":1,"first_seen":"2026-07-16","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"New Relic","layer":"cloud","postings":2,"share":0.087,"required":2,"open_postings":1,"first_seen":"2026-07-28","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"OSPF","layer":"practices","postings":2,"share":0.087,"required":2,"open_postings":1,"first_seen":"2026-07-28","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"OpenAI","layer":"cloud","postings":2,"share":0.087,"required":2,"open_postings":0,"first_seen":"2026-07-06","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"PostgreSQL","layer":"data","postings":2,"share":0.087,"required":2,"open_postings":1,"first_seen":"2026-07-16","last_seen":"2026-07-22","median_stated_pay_usd":null},{"name":"PowerShell","layer":"languages","postings":2,"share":0.087,"required":2,"open_postings":1,"first_seen":"2026-07-28","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"Prometheus","layer":"tools","postings":2,"share":0.087,"required":2,"open_postings":0,"first_seen":"2026-07-22","last_seen":"2026-07-24","median_stated_pay_usd":null},{"name":"Prompt Engineering","layer":"practices","postings":2,"share":0.087,"required":2,"open_postings":0,"first_seen":"2026-07-06","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"PyTorch","layer":"frameworks","postings":2,"share":0.087,"required":2,"open_postings":0,"first_seen":"2026-07-06","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"PyTorch C++","layer":"frameworks","postings":2,"share":0.087,"required":2,"open_postings":0,"first_seen":"2026-07-06","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"Rust","layer":"languages","postings":2,"share":0.087,"required":2,"open_postings":0,"first_seen":"2026-07-23","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"Scikit-learn","layer":"frameworks","postings":2,"share":0.087,"required":2,"open_postings":0,"first_seen":"2026-07-06","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"Spring Boot","layer":"frameworks","postings":2,"share":0.087,"required":2,"open_postings":2,"first_seen":"2026-07-22","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"TensorFlow","layer":"frameworks","postings":2,"share":0.087,"required":2,"open_postings":0,"first_seen":"2026-07-06","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"TensorFlow C++","layer":"frameworks","postings":2,"share":0.087,"required":2,"open_postings":0,"first_seen":"2026-07-06","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"VPN","layer":"practices","postings":2,"share":0.087,"required":2,"open_postings":1,"first_seen":"2026-07-28","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"Windows","layer":"cloud","postings":2,"share":0.087,"required":2,"open_postings":1,"first_seen":"2026-07-28","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"Docker","layer":"tools","postings":2,"share":0.087,"required":1,"open_postings":1,"first_seen":"2026-07-22","last_seen":"2026-07-28","median_stated_pay_usd":null},{"name":"Linux","layer":"cloud","postings":2,"share":0.087,"required":1,"open_postings":0,"first_seen":"2026-07-07","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"Active Directory","layer":"cloud","postings":2,"share":0.087,"required":0,"open_postings":1,"first_seen":"2026-07-28","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"PKI","layer":"practices","postings":2,"share":0.087,"required":0,"open_postings":1,"first_seen":"2026-07-28","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"VMWare","layer":"cloud","postings":2,"share":0.087,"required":0,"open_postings":1,"first_seen":"2026-07-28","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"dbt","layer":"tools","postings":2,"share":0.087,"required":0,"open_postings":0,"first_seen":"2026-07-23","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"API Gateway","layer":"cloud","postings":1,"share":0.0435,"required":1,"open_postings":0,"first_seen":"2026-07-16","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"AWS CDK","layer":"tools","postings":1,"share":0.0435,"required":1,"open_postings":0,"first_seen":"2026-07-16","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"AWS Glue","layer":"tools","postings":1,"share":0.0435,"required":1,"open_postings":1,"first_seen":"2026-07-29","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"Agentic Workflows","layer":"practices","postings":1,"share":0.0435,"required":1,"open_postings":0,"first_seen":"2026-07-16","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"Amazon CloudWatch","layer":"cloud","postings":1,"share":0.0435,"required":1,"open_postings":0,"first_seen":"2026-06-25","last_seen":"2026-06-25","median_stated_pay_usd":null},{"name":"Angular","layer":"frameworks","postings":1,"share":0.0435,"required":1,"open_postings":1,"first_seen":"2026-07-22","last_seen":"2026-07-22","median_stated_pay_usd":null},{"name":"Apache Iceberg","layer":"data","postings":1,"share":0.0435,"required":1,"open_postings":1,"first_seen":"2026-07-29","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"Auth0","layer":"cloud","postings":1,"share":0.0435,"required":1,"open_postings":0,"first_seen":"2026-07-16","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"AutoGen","layer":"frameworks","postings":1,"share":0.0435,"required":1,"open_postings":0,"first_seen":"2026-07-16","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"Bazel","layer":"tools","postings":1,"share":0.0435,"required":1,"open_postings":1,"first_seen":"2026-07-28","last_seen":"2026-07-28","median_stated_pay_usd":null},{"name":"CMake","layer":"tools","postings":1,"share":0.0435,"required":1,"open_postings":1,"first_seen":"2026-07-28","last_seen":"2026-07-28","median_stated_pay_usd":null},{"name":"Claude","layer":"ai","postings":1,"share":0.0435,"required":1,"open_postings":0,"first_seen":"2026-07-16","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"Databricks","layer":"cloud","postings":1,"share":0.0435,"required":1,"open_postings":1,"first_seen":"2026-07-29","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"FAISS","layer":"frameworks","postings":1,"share":0.0435,"required":1,"open_postings":0,"first_seen":"2026-07-16","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"GitHub Actions","layer":"cloud","postings":1,"share":0.0435,"required":1,"open_postings":1,"first_seen":"2026-07-28","last_seen":"2026-07-28","median_stated_pay_usd":null},{"name":"GitLab CI","layer":"cloud","postings":1,"share":0.0435,"required":1,"open_postings":1,"first_seen":"2026-07-28","last_seen":"2026-07-28","median_stated_pay_usd":null},{"name":"Gradle","layer":"tools","postings":1,"share":0.0435,"required":1,"open_postings":1,"first_seen":"2026-07-28","last_seen":"2026-07-28","median_stated_pay_usd":null},{"name":"Helm","layer":"tools","postings":1,"share":0.0435,"required":1,"open_postings":0,"first_seen":"2026-07-16","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"Human-in-the-Loop","layer":"practices","postings":1,"share":0.0435,"required":1,"open_postings":0,"first_seen":"2026-07-16","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"LangGraph","layer":"frameworks","postings":1,"share":0.0435,"required":1,"open_postings":0,"first_seen":"2026-07-16","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"Microsoft Excel","layer":"tools","postings":1,"share":0.0435,"required":1,"open_postings":0,"first_seen":"2026-08-06","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"Model Context Protocol","layer":"tools","postings":1,"share":0.0435,"required":1,"open_postings":0,"first_seen":"2026-07-16","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"Multi-Agent Systems","layer":"practices","postings":1,"share":0.0435,"required":1,"open_postings":0,"first_seen":"2026-07-16","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"MySQL","layer":"data","postings":1,"share":0.0435,"required":1,"open_postings":1,"first_seen":"2026-07-22","last_seen":"2026-07-22","median_stated_pay_usd":null},{"name":"Okta","layer":"cloud","postings":1,"share":0.0435,"required":1,"open_postings":0,"first_seen":"2026-07-16","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"OpenAI Agents SDK","layer":"frameworks","postings":1,"share":0.0435,"required":1,"open_postings":0,"first_seen":"2026-07-16","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"OpenSearch","layer":"data","postings":1,"share":0.0435,"required":1,"open_postings":0,"first_seen":"2026-07-16","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"OpenTelemetry","layer":"frameworks","postings":1,"share":0.0435,"required":1,"open_postings":0,"first_seen":"2026-07-16","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"Redis","layer":"data","postings":1,"share":0.0435,"required":1,"open_postings":1,"first_seen":"2026-07-22","last_seen":"2026-07-22","median_stated_pay_usd":null},{"name":"SAP BusinessObjects","layer":"cloud","postings":1,"share":0.0435,"required":1,"open_postings":0,"first_seen":"2026-08-06","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"Semantic Search","layer":"practices","postings":1,"share":0.0435,"required":1,"open_postings":1,"first_seen":"2026-07-29","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"Semantic Search","layer":"practices","postings":1,"share":0.0435,"required":1,"open_postings":1,"first_seen":"2026-07-29","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"Tool Use","layer":"practices","postings":1,"share":0.0435,"required":1,"open_postings":0,"first_seen":"2026-07-16","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"pgvector","layer":"frameworks","postings":1,"share":0.0435,"required":1,"open_postings":0,"first_seen":"2026-07-16","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"ElasticSearch","layer":"data","postings":1,"share":0.0435,"required":0,"open_postings":1,"first_seen":"2026-07-29","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"Spark","layer":"cloud","postings":1,"share":0.0435,"required":0,"open_postings":1,"first_seen":"2026-07-29","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"Spring MVC","layer":"frameworks","postings":1,"share":0.0435,"required":0,"open_postings":1,"first_seen":"2026-07-29","last_seen":"2026-07-29","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"Proofpoint","url":"https://alion.io/company/proofpoint/technologies","shared_technologies":83},{"name":"Nordstrom","url":"https://alion.io/company/nordstrom/technologies","shared_technologies":76},{"name":"NetApp","url":"https://alion.io/company/netapp/technologies","shared_technologies":75},{"name":"Millennium Management","url":"https://alion.io/company/millennium-management/technologies","shared_technologies":79},{"name":"SonicWall","url":"https://alion.io/company/sonicwall/technologies","shared_technologies":74},{"name":"Netskope","url":"https://alion.io/company/netskope/technologies","shared_technologies":76},{"name":"ProQuest","url":"https://alion.io/company/proquest/technologies","shared_technologies":78},{"name":"Nasdaq","url":"https://alion.io/company/nasdaq/technologies","shared_technologies":75}],"html_url":"https://alion.io/company/grail/technologies","json_url":"https://alion.io/company/grail/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-09-27T05:02:08Z","generated_at":"2026-09-27T13:22:28Z"}}