{"company":{"id":706156,"name":"Qube Research & Technologies","domain":"qube-rt.com","url":"https://alion.io/company/qube-research-and-technologies"},"answer":"Qube Research & Technologies builds mostly with Python, C++, SQL, Bash. Its stack also includes Linux, AWS, PostgreSQL, Pandas. Python is named in 100 of the 130 job postings Qube Research & Technologies published in the last 12 months (77%). Counted by Alion from the job postings of Qube Research & Technologies, updated Oct 15, 2026.","window_days":365,"postings_analysed":130,"open_postings":130,"technologies_in_use":149,"modernity_score":76,"ai_adoption":true,"technologies":[{"name":"Python","layer":"languages","postings":100,"share":0.7692,"required":95,"open_postings":100,"first_seen":"2022-03-02","last_seen":"2026-10-14","median_stated_pay_usd":220000},{"name":"Linux","layer":"cloud","postings":46,"share":0.3538,"required":43,"open_postings":46,"first_seen":"2023-01-05","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":37,"share":0.2846,"required":32,"open_postings":37,"first_seen":"2025-05-09","last_seen":"2026-10-14","median_stated_pay_usd":240000},{"name":"C++","layer":"languages","postings":35,"share":0.2692,"required":33,"open_postings":35,"first_seen":"2022-03-02","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"SQL","layer":"languages","postings":34,"share":0.2615,"required":29,"open_postings":34,"first_seen":"2022-03-22","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"AWS","layer":"cloud","postings":32,"share":0.2462,"required":28,"open_postings":32,"first_seen":"2022-03-22","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":24,"share":0.1846,"required":19,"open_postings":24,"first_seen":"2025-07-08","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"Bash","layer":"languages","postings":21,"share":0.1615,"required":20,"open_postings":21,"first_seen":"2025-08-13","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"Terraform","layer":"tools","postings":18,"share":0.1385,"required":17,"open_postings":18,"first_seen":"2025-02-19","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"PowerShell","layer":"languages","postings":16,"share":0.1231,"required":16,"open_postings":16,"first_seen":"2025-02-19","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"Windows","layer":"cloud","postings":16,"share":0.1231,"required":16,"open_postings":16,"first_seen":"2025-02-19","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"Grafana","layer":"cloud","postings":16,"share":0.1231,"required":12,"open_postings":16,"first_seen":"2025-05-09","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"Prometheus","layer":"tools","postings":14,"share":0.1077,"required":12,"open_postings":14,"first_seen":"2025-05-09","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"Platform Engineering","layer":"practices","postings":13,"share":0.1,"required":13,"open_postings":13,"first_seen":"2025-09-23","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"C#","layer":"languages","postings":13,"share":0.1,"required":12,"open_postings":13,"first_seen":"2022-03-02","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"Ansible","layer":"tools","postings":12,"share":0.0923,"required":12,"open_postings":12,"first_seen":"2025-02-19","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"IAM","layer":"practices","postings":12,"share":0.0923,"required":12,"open_postings":12,"first_seen":"2025-07-08","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"PostgreSQL","layer":"data","postings":12,"share":0.0923,"required":12,"open_postings":12,"first_seen":"2025-10-23","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"HPC","layer":"practices","postings":10,"share":0.0769,"required":10,"open_postings":10,"first_seen":"2025-05-09","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Pandas","layer":"frameworks","postings":10,"share":0.0769,"required":10,"open_postings":10,"first_seen":"2023-01-05","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"TCP/IP","layer":"practices","postings":10,"share":0.0769,"required":10,"open_postings":10,"first_seen":"2026-01-14","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Amazon S3","layer":"cloud","postings":10,"share":0.0769,"required":9,"open_postings":10,"first_seen":"2025-07-08","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Docker","layer":"tools","postings":10,"share":0.0769,"required":9,"open_postings":10,"first_seen":"2025-07-08","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"AI Agents","layer":"practices","postings":9,"share":0.0692,"required":9,"open_postings":9,"first_seen":"2026-05-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":9,"share":0.0692,"required":9,"open_postings":9,"first_seen":"2022-03-02","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"NumPy","layer":"frameworks","postings":9,"share":0.0692,"required":9,"open_postings":9,"first_seen":"2023-01-05","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"Amazon EC2","layer":"cloud","postings":9,"share":0.0692,"required":8,"open_postings":9,"first_seen":"2025-02-19","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Rust","layer":"languages","postings":9,"share":0.0692,"required":6,"open_postings":9,"first_seen":"2024-06-20","last_seen":"2026-10-12","median_stated_pay_usd":null},{"name":"Git","layer":"tools","postings":8,"share":0.0615,"required":8,"open_postings":8,"first_seen":"2025-10-23","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Polars","layer":"frameworks","postings":7,"share":0.0538,"required":7,"open_postings":7,"first_seen":"2026-05-15","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"Unix","layer":"cloud","postings":7,"share":0.0538,"required":7,"open_postings":7,"first_seen":"2026-03-13","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":7,"share":0.0538,"required":6,"open_postings":7,"first_seen":"2026-03-24","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"Amazon EKS","layer":"cloud","postings":6,"share":0.0462,"required":6,"open_postings":6,"first_seen":"2025-07-08","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Go","layer":"languages","postings":6,"share":0.0462,"required":6,"open_postings":6,"first_seen":"2026-01-20","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"Azure","layer":"cloud","postings":6,"share":0.0462,"required":5,"open_postings":6,"first_seen":"2025-02-19","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"JavaScript","layer":"languages","postings":6,"share":0.0462,"required":2,"open_postings":6,"first_seen":"2026-06-29","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"Java","layer":"languages","postings":5,"share":0.0385,"required":5,"open_postings":5,"first_seen":"2024-06-20","last_seen":"2026-10-12","median_stated_pay_usd":null},{"name":"Active Directory","layer":"cloud","postings":5,"share":0.0385,"required":4,"open_postings":5,"first_seen":"2025-02-19","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"BGP","layer":"practices","postings":5,"share":0.0385,"required":4,"open_postings":5,"first_seen":"2025-05-09","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"Splunk","layer":"cloud","postings":5,"share":0.0385,"required":4,"open_postings":5,"first_seen":"2025-02-19","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"TypeScript","layer":"languages","postings":5,"share":0.0385,"required":4,"open_postings":5,"first_seen":"2026-08-17","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"AWS Lambda","layer":"cloud","postings":4,"share":0.0308,"required":4,"open_postings":4,"first_seen":"2025-07-08","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Time Series Forecasting","layer":"practices","postings":4,"share":0.0308,"required":4,"open_postings":4,"first_seen":"2026-01-14","last_seen":"2026-06-29","median_stated_pay_usd":null},{"name":"Wireshark","layer":"tools","postings":4,"share":0.0308,"required":4,"open_postings":4,"first_seen":"2025-08-13","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"Apache Kafka","layer":"cloud","postings":4,"share":0.0308,"required":3,"open_postings":4,"first_seen":"2024-06-20","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"CloudFormation","layer":"tools","postings":4,"share":0.0308,"required":3,"open_postings":4,"first_seen":"2025-11-28","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"React.js","layer":"frameworks","postings":4,"share":0.0308,"required":3,"open_postings":4,"first_seen":"2026-06-29","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"Red Hat","layer":"cloud","postings":4,"share":0.0308,"required":3,"open_postings":4,"first_seen":"2025-03-25","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Spark","layer":"cloud","postings":4,"share":0.0308,"required":3,"open_postings":4,"first_seen":"2026-01-20","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"AWS Bedrock","layer":"cloud","postings":3,"share":0.0231,"required":3,"open_postings":3,"first_seen":"2026-08-07","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"AWS CDK","layer":"tools","postings":3,"share":0.0231,"required":3,"open_postings":3,"first_seen":"2025-11-28","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Agentic Workflows","layer":"practices","postings":3,"share":0.0231,"required":3,"open_postings":3,"first_seen":"2026-05-28","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Claude Code","layer":"tools","postings":3,"share":0.0231,"required":3,"open_postings":3,"first_seen":"2026-08-07","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"DNS","layer":"practices","postings":3,"share":0.0231,"required":3,"open_postings":3,"first_seen":"2025-02-19","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"GitLab CI","layer":"cloud","postings":3,"share":0.0231,"required":3,"open_postings":3,"first_seen":"2025-11-28","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"HashiCorp Vault","layer":"tools","postings":3,"share":0.0231,"required":3,"open_postings":3,"first_seen":"2026-05-13","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Jenkins","layer":"tools","postings":3,"share":0.0231,"required":3,"open_postings":3,"first_seen":"2025-11-28","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"LLM Guardrails","layer":"practices","postings":3,"share":0.0231,"required":3,"open_postings":3,"first_seen":"2026-03-24","last_seen":"2026-08-13","median_stated_pay_usd":null},{"name":"Microsoft Entra ID","layer":"cloud","postings":3,"share":0.0231,"required":3,"open_postings":3,"first_seen":"2025-02-19","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"NLP","layer":"practices","postings":3,"share":0.0231,"required":3,"open_postings":3,"first_seen":"2022-03-02","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Prompt Caching","layer":"practices","postings":3,"share":0.0231,"required":3,"open_postings":3,"first_seen":"2026-08-07","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"PyTorch","layer":"frameworks","postings":3,"share":0.0231,"required":3,"open_postings":3,"first_seen":"2026-01-20","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"STL","layer":"frameworks","postings":3,"share":0.0231,"required":3,"open_postings":3,"first_seen":"2025-03-25","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"TPOT","layer":"frameworks","postings":3,"share":0.0231,"required":3,"open_postings":3,"first_seen":"2026-08-07","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"Tcpdump","layer":"tools","postings":3,"share":0.0231,"required":3,"open_postings":3,"first_seen":"2025-08-13","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"Amazon CloudWatch","layer":"cloud","postings":3,"share":0.0231,"required":2,"open_postings":3,"first_seen":"2025-07-08","last_seen":"2026-07-13","median_stated_pay_usd":null},{"name":"ClickHouse","layer":"data","postings":3,"share":0.0231,"required":2,"open_postings":3,"first_seen":"2026-01-20","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"GitLab","layer":"cloud","postings":3,"share":0.0231,"required":2,"open_postings":3,"first_seen":"2026-08-28","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"GCC","layer":"tools","postings":3,"share":0.0231,"required":1,"open_postings":3,"first_seen":"2025-03-25","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"C","layer":"languages","postings":3,"share":0.0231,"required":0,"open_postings":3,"first_seen":"2025-03-25","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":".NET","layer":"cloud","postings":2,"share":0.0154,"required":2,"open_postings":2,"first_seen":"2026-08-14","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"Airflow","layer":"cloud","postings":2,"share":0.0154,"required":2,"open_postings":2,"first_seen":"2026-07-13","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"CentOS Stream","layer":"cloud","postings":2,"share":0.0154,"required":2,"open_postings":2,"first_seen":"2026-01-28","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Claude","layer":"ai","postings":2,"share":0.0154,"required":2,"open_postings":2,"first_seen":"2026-05-07","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"Configuration Management","layer":"practices","postings":2,"share":0.0154,"required":2,"open_postings":2,"first_seen":"2025-02-19","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"DynamoDB","layer":"data","postings":2,"share":0.0154,"required":2,"open_postings":2,"first_seen":"2025-07-08","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"ETL/ELT","layer":"practices","postings":2,"share":0.0154,"required":2,"open_postings":2,"first_seen":"2026-07-16","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Incident Management","layer":"practices","postings":2,"share":0.0154,"required":2,"open_postings":2,"first_seen":"2026-03-25","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"Kotlin","layer":"languages","postings":2,"share":0.0154,"required":2,"open_postings":2,"first_seen":"2025-09-26","last_seen":"2026-01-23","median_stated_pay_usd":null},{"name":"MS SQL","layer":"data","postings":2,"share":0.0154,"required":2,"open_postings":2,"first_seen":"2026-03-17","last_seen":"2026-03-18","median_stated_pay_usd":null},{"name":"Model Context Protocol","layer":"tools","postings":2,"share":0.0154,"required":2,"open_postings":2,"first_seen":"2026-08-26","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"PKI","layer":"practices","postings":2,"share":0.0154,"required":2,"open_postings":2,"first_seen":"2025-02-19","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"SIEM","layer":"cloud","postings":2,"share":0.0154,"required":2,"open_postings":2,"first_seen":"2025-02-19","last_seen":"2026-04-28","median_stated_pay_usd":null},{"name":"SystemVerilog","layer":"languages","postings":2,"share":0.0154,"required":2,"open_postings":2,"first_seen":"2026-08-26","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Tool Use","layer":"practices","postings":2,"share":0.0154,"required":2,"open_postings":2,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"VHDL","layer":"languages","postings":2,"share":0.0154,"required":2,"open_postings":2,"first_seen":"2026-08-26","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Verilog","layer":"languages","postings":2,"share":0.0154,"required":2,"open_postings":2,"first_seen":"2026-08-26","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Volatility","layer":"frameworks","postings":2,"share":0.0154,"required":2,"open_postings":2,"first_seen":"2025-11-19","last_seen":"2026-06-29","median_stated_pay_usd":null},{"name":"Vue.js","layer":"frameworks","postings":2,"share":0.0154,"required":2,"open_postings":2,"first_seen":"2026-09-04","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Xilinx Vivado","layer":"tools","postings":2,"share":0.0154,"required":2,"open_postings":2,"first_seen":"2026-08-26","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Dask","layer":"frameworks","postings":2,"share":0.0154,"required":1,"open_postings":2,"first_seen":"2026-07-13","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"MATLAB","layer":"languages","postings":2,"share":0.0154,"required":1,"open_postings":2,"first_seen":"2022-03-02","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Ray","layer":"frameworks","postings":2,"share":0.0154,"required":1,"open_postings":2,"first_seen":"2026-07-13","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"AG Grid","layer":"frameworks","postings":2,"share":0.0154,"required":0,"open_postings":2,"first_seen":"2026-06-29","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Alertmanager","layer":"tools","postings":1,"share":0.0077,"required":1,"open_postings":1,"first_seen":"2026-08-17","last_seen":"2026-08-17","median_stated_pay_usd":null},{"name":"Amazon ECS","layer":"cloud","postings":1,"share":0.0077,"required":1,"open_postings":1,"first_seen":"2026-03-24","last_seen":"2026-03-24","median_stated_pay_usd":null},{"name":"Angular","layer":"frameworks","postings":1,"share":0.0077,"required":1,"open_postings":1,"first_seen":"2026-09-04","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"CMake","layer":"tools","postings":1,"share":0.0077,"required":1,"open_postings":1,"first_seen":"2026-01-08","last_seen":"2026-01-08","median_stated_pay_usd":null},{"name":"Clean Architecture","layer":"practices","postings":1,"share":0.0077,"required":1,"open_postings":1,"first_seen":"2025-06-26","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"CockroachDB","layer":"data","postings":1,"share":0.0077,"required":1,"open_postings":1,"first_seen":"2026-01-20","last_seen":"2026-01-20","median_stated_pay_usd":null},{"name":"CyberArk","layer":"cloud","postings":1,"share":0.0077,"required":1,"open_postings":1,"first_seen":"2025-09-23","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Delinea","layer":"cloud","postings":1,"share":0.0077,"required":1,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Embeddings","layer":"practices","postings":1,"share":0.0077,"required":1,"open_postings":1,"first_seen":"2026-05-28","last_seen":"2026-05-28","median_stated_pay_usd":null},{"name":"FastAPI","layer":"frameworks","postings":1,"share":0.0077,"required":1,"open_postings":1,"first_seen":"2026-06-29","last_seen":"2026-06-29","median_stated_pay_usd":null},{"name":"Flask","layer":"frameworks","postings":1,"share":0.0077,"required":1,"open_postings":1,"first_seen":"2026-06-29","last_seen":"2026-06-29","median_stated_pay_usd":null},{"name":"Helm","layer":"tools","postings":1,"share":0.0077,"required":1,"open_postings":1,"first_seen":"2026-01-20","last_seen":"2026-01-20","median_stated_pay_usd":null},{"name":"Human-in-the-Loop","layer":"practices","postings":1,"share":0.0077,"required":1,"open_postings":1,"first_seen":"2026-07-09","last_seen":"2026-07-09","median_stated_pay_usd":null},{"name":"Knowledge Graph","layer":"practices","postings":1,"share":0.0077,"required":1,"open_postings":1,"first_seen":"2026-09-17","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Kong","layer":"tools","postings":1,"share":0.0077,"required":1,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"MPLS","layer":"practices","postings":1,"share":0.0077,"required":1,"open_postings":1,"first_seen":"2025-05-09","last_seen":"2026-01-20","median_stated_pay_usd":null},{"name":"MySQL","layer":"data","postings":1,"share":0.0077,"required":1,"open_postings":1,"first_seen":"2026-09-04","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"Node JS","layer":"languages","postings":1,"share":0.0077,"required":1,"open_postings":1,"first_seen":"2026-09-04","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"Okta","layer":"cloud","postings":1,"share":0.0077,"required":1,"open_postings":1,"first_seen":"2026-09-07","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"OpenTofu","layer":"tools","postings":1,"share":0.0077,"required":1,"open_postings":1,"first_seen":"2026-01-08","last_seen":"2026-01-08","median_stated_pay_usd":null},{"name":"Oracle","layer":"data","postings":1,"share":0.0077,"required":1,"open_postings":1,"first_seen":"2026-03-17","last_seen":"2026-03-17","median_stated_pay_usd":null},{"name":"Plotly","layer":"frameworks","postings":1,"share":0.0077,"required":1,"open_postings":1,"first_seen":"2026-07-16","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"PyTorch C++","layer":"frameworks","postings":1,"share":0.0077,"required":1,"open_postings":1,"first_seen":"2026-01-20","last_seen":"2026-01-20","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":1,"share":0.0077,"required":1,"open_postings":1,"first_seen":"2026-05-28","last_seen":"2026-05-28","median_stated_pay_usd":null},{"name":"RabbitMQ","layer":"cloud","postings":1,"share":0.0077,"required":1,"open_postings":1,"first_seen":"2026-09-04","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"Redis","layer":"data","postings":1,"share":0.0077,"required":1,"open_postings":1,"first_seen":"2025-07-08","last_seen":"2026-05-29","median_stated_pay_usd":null},{"name":"Rest API","layer":"tools","postings":1,"share":0.0077,"required":1,"open_postings":1,"first_seen":"2026-03-13","last_seen":"2026-03-13","median_stated_pay_usd":null},{"name":"SLI/SLO/SLA","layer":"practices","postings":1,"share":0.0077,"required":1,"open_postings":1,"first_seen":"2026-02-02","last_seen":"2026-02-02","median_stated_pay_usd":null},{"name":"SLURM","layer":"tools","postings":1,"share":0.0077,"required":1,"open_postings":1,"first_seen":"2026-05-13","last_seen":"2026-05-13","median_stated_pay_usd":null},{"name":"SSAS","layer":"cloud","postings":1,"share":0.0077,"required":1,"open_postings":1,"first_seen":"2026-03-17","last_seen":"2026-03-17","median_stated_pay_usd":null},{"name":"SSIS","layer":"tools","postings":1,"share":0.0077,"required":1,"open_postings":1,"first_seen":"2026-03-17","last_seen":"2026-03-17","median_stated_pay_usd":null},{"name":"Self-Healing","layer":"practices","postings":1,"share":0.0077,"required":1,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Streamlit","layer":"frameworks","postings":1,"share":0.0077,"required":1,"open_postings":1,"first_seen":"2026-07-16","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"Superset","layer":"cloud","postings":1,"share":0.0077,"required":1,"open_postings":1,"first_seen":"2026-09-17","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"TensorFlow","layer":"frameworks","postings":1,"share":0.0077,"required":1,"open_postings":1,"first_seen":"2026-01-20","last_seen":"2026-01-20","median_stated_pay_usd":null},{"name":"TensorFlow C++","layer":"frameworks","postings":1,"share":0.0077,"required":1,"open_postings":1,"first_seen":"2026-01-20","last_seen":"2026-01-20","median_stated_pay_usd":null},{"name":"Trino","layer":"data","postings":1,"share":0.0077,"required":1,"open_postings":1,"first_seen":"2026-01-20","last_seen":"2026-01-20","median_stated_pay_usd":null},{"name":"VMWare","layer":"cloud","postings":1,"share":0.0077,"required":1,"open_postings":1,"first_seen":"2026-10-07","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Web Components","layer":"practices","postings":1,"share":0.0077,"required":1,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"WebSockets","layer":"tools","postings":1,"share":0.0077,"required":1,"open_postings":1,"first_seen":"2026-10-13","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"Windows Server","layer":"cloud","postings":1,"share":0.0077,"required":1,"open_postings":1,"first_seen":"2025-02-19","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Zabbix","layer":"tools","postings":1,"share":0.0077,"required":1,"open_postings":1,"first_seen":"2026-02-02","last_seen":"2026-02-02","median_stated_pay_usd":null},{"name":"dbt","layer":"tools","postings":1,"share":0.0077,"required":1,"open_postings":1,"first_seen":"2026-09-17","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"gRPC","layer":"tools","postings":1,"share":0.0077,"required":1,"open_postings":1,"first_seen":"2026-08-06","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"AWS Fargate","layer":"cloud","postings":1,"share":0.0077,"required":0,"open_postings":1,"first_seen":"2026-04-20","last_seen":"2026-04-20","median_stated_pay_usd":null},{"name":"Alpine.js","layer":"frameworks","postings":1,"share":0.0077,"required":0,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"ArgoCD","layer":"tools","postings":1,"share":0.0077,"required":0,"open_postings":1,"first_seen":"2026-01-20","last_seen":"2026-01-20","median_stated_pay_usd":null},{"name":"Delta Lake","layer":"data","postings":1,"share":0.0077,"required":0,"open_postings":1,"first_seen":"2026-01-20","last_seen":"2026-01-20","median_stated_pay_usd":null},{"name":"ElasticSearch","layer":"data","postings":1,"share":0.0077,"required":0,"open_postings":1,"first_seen":"2024-06-20","last_seen":"2026-01-08","median_stated_pay_usd":null},{"name":"GitOps","layer":"practices","postings":1,"share":0.0077,"required":0,"open_postings":1,"first_seen":"2025-05-09","last_seen":"2026-01-20","median_stated_pay_usd":null},{"name":"Great Expectations","layer":"tools","postings":1,"share":0.0077,"required":0,"open_postings":1,"first_seen":"2026-08-19","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Master Data Management","layer":"practices","postings":1,"share":0.0077,"required":0,"open_postings":1,"first_seen":"2026-09-09","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"OpenTelemetry","layer":"frameworks","postings":1,"share":0.0077,"required":0,"open_postings":1,"first_seen":"2026-01-20","last_seen":"2026-01-20","median_stated_pay_usd":null},{"name":"Tines","layer":"cloud","postings":1,"share":0.0077,"required":0,"open_postings":1,"first_seen":"2026-01-20","last_seen":"2026-01-20","median_stated_pay_usd":null},{"name":"Vault","layer":"tools","postings":1,"share":0.0077,"required":0,"open_postings":1,"first_seen":"2026-10-13","last_seen":"2026-10-13","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"Vue.js","first_seen":"2026-09-04"},{"name":"GitLab","first_seen":"2026-08-28"},{"name":"SystemVerilog","first_seen":"2026-08-26"},{"name":"VHDL","first_seen":"2026-08-26"},{"name":"Verilog","first_seen":"2026-08-26"},{"name":"Xilinx Vivado","first_seen":"2026-08-26"},{"name":"Model Context Protocol","first_seen":"2026-08-26"},{"name":"TypeScript","first_seen":"2026-08-17"}],"rising":[{"name":"Prometheus","share_from":0,"share_to":17},{"name":"SQL","share_from":14,"share_to":29},{"name":"Machine Learning","share_from":0,"share_to":14},{"name":"Grafana","share_from":5,"share_to":17},{"name":"C#","share_from":5,"share_to":14},{"name":"Bash","share_from":10,"share_to":18},{"name":"PowerShell","share_from":0,"share_to":8},{"name":"Unix","share_from":0,"share_to":8}],"falling":[{"name":"Amazon S3","share_from":19,"share_to":5},{"name":"Amazon EC2","share_from":14,"share_to":5},{"name":"Pandas","share_from":14,"share_to":6},{"name":"HPC","share_from":14,"share_to":8},{"name":"AI Agents","share_from":14,"share_to":9},{"name":"NumPy","share_from":10,"share_to":6},{"name":"LLM","share_from":10,"share_to":6}],"not_seen_180d":[{"name":"MS SQL","last_seen":"2026-03-18"},{"name":"Kotlin","last_seen":"2026-01-23"}]},"similar_stacks":[{"name":"Millennium Management","url":"https://alion.io/company/millennium-management/technologies","shared_technologies":110},{"name":"DRW","url":"https://alion.io/company/drw/technologies","shared_technologies":103},{"name":"Morgan Stanley","url":"https://alion.io/company/morgan-stanley/technologies","shared_technologies":120},{"name":"Miratech","url":"https://alion.io/company/miratech/technologies","shared_technologies":95},{"name":"BlackRock","url":"https://alion.io/company/blackrock/technologies","shared_technologies":98},{"name":"General Dynamics Mission Systems","url":"https://alion.io/company/gdmissionsystems-com/technologies","shared_technologies":99},{"name":"GRVTY","url":"https://alion.io/company/grvty/technologies","shared_technologies":104},{"name":"Leonardo","url":"https://alion.io/company/leonardo-com/technologies","shared_technologies":100}],"html_url":"https://alion.io/company/qube-research-and-technologies/technologies","json_url":"https://alion.io/company/qube-research-and-technologies/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-10-15T08:08:52Z","generated_at":"2026-10-15T08:10:14Z"}}