{"company":{"id":696,"name":"Quantinuum","domain":"quantinuum.com","url":"https://alion.io/company/quantinuum"},"answer":"Quantinuum builds mostly with Python, C++, Rust, MATLAB. Its stack also includes Azure, Linux, Dagster, MLIR. Python is named in 42 of the 77 job postings Quantinuum published in the last 12 months (55%). Counted by Alion from the job postings of Quantinuum, updated Sep 27, 2026.","window_days":365,"postings_analysed":77,"open_postings":59,"technologies_in_use":72,"modernity_score":71,"ai_adoption":true,"technologies":[{"name":"Python","layer":"languages","postings":42,"share":0.5455,"required":42,"open_postings":30,"first_seen":"2025-11-05","last_seen":"2026-09-21","median_stated_pay_usd":150000},{"name":"C++","layer":"languages","postings":14,"share":0.1818,"required":13,"open_postings":8,"first_seen":"2026-04-29","last_seen":"2026-09-21","median_stated_pay_usd":158500},{"name":"Rust","layer":"languages","postings":13,"share":0.1688,"required":12,"open_postings":8,"first_seen":"2026-07-21","last_seen":"2026-09-10","median_stated_pay_usd":165000},{"name":"SolidWorks","layer":"tools","postings":9,"share":0.1169,"required":9,"open_postings":8,"first_seen":"2026-07-23","last_seen":"2026-09-25","median_stated_pay_usd":128000},{"name":"Azure","layer":"cloud","postings":9,"share":0.1169,"required":8,"open_postings":5,"first_seen":"2026-04-20","last_seen":"2026-09-10","median_stated_pay_usd":140000},{"name":"HPC","layer":"practices","postings":8,"share":0.1039,"required":7,"open_postings":5,"first_seen":"2025-07-02","last_seen":"2026-09-25","median_stated_pay_usd":165000},{"name":"Linux","layer":"cloud","postings":7,"share":0.0909,"required":7,"open_postings":4,"first_seen":"2026-07-16","last_seen":"2026-09-10","median_stated_pay_usd":140000},{"name":"Machine Learning","layer":"practices","postings":6,"share":0.0779,"required":6,"open_postings":4,"first_seen":"2026-07-26","last_seen":"2026-09-10","median_stated_pay_usd":173000},{"name":"Microsoft Excel","layer":"tools","postings":6,"share":0.0779,"required":6,"open_postings":4,"first_seen":"2026-08-13","last_seen":"2026-09-23","median_stated_pay_usd":116000},{"name":"Power BI","layer":"cloud","postings":6,"share":0.0779,"required":6,"open_postings":5,"first_seen":"2026-08-12","last_seen":"2026-09-11","median_stated_pay_usd":136000},{"name":"AWS","layer":"cloud","postings":5,"share":0.0649,"required":5,"open_postings":3,"first_seen":"2026-04-20","last_seen":"2026-08-21","median_stated_pay_usd":140000},{"name":"CI/CD","layer":"practices","postings":5,"share":0.0649,"required":5,"open_postings":3,"first_seen":"2026-04-20","last_seen":"2026-09-22","median_stated_pay_usd":178000},{"name":"Git","layer":"tools","postings":5,"share":0.0649,"required":5,"open_postings":3,"first_seen":"2026-08-12","last_seen":"2026-09-10","median_stated_pay_usd":140000},{"name":"MATLAB","layer":"languages","postings":5,"share":0.0649,"required":5,"open_postings":5,"first_seen":"2026-07-17","last_seen":"2026-09-17","median_stated_pay_usd":110000},{"name":"SLURM","layer":"tools","postings":5,"share":0.0649,"required":5,"open_postings":2,"first_seen":"2026-07-24","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"Windows","layer":"cloud","postings":5,"share":0.0649,"required":4,"open_postings":3,"first_seen":"2026-04-29","last_seen":"2026-09-10","median_stated_pay_usd":140000},{"name":"Apollo","layer":"cloud","postings":4,"share":0.0519,"required":4,"open_postings":4,"first_seen":"2026-09-03","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"KLayout","layer":"tools","postings":4,"share":0.0519,"required":4,"open_postings":3,"first_seen":"2026-07-17","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"SQL","layer":"languages","postings":4,"share":0.0519,"required":4,"open_postings":2,"first_seen":"2026-06-10","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"SystemVerilog","layer":"languages","postings":4,"share":0.0519,"required":4,"open_postings":4,"first_seen":"2026-09-03","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"VHDL","layer":"languages","postings":4,"share":0.0519,"required":4,"open_postings":4,"first_seen":"2026-09-03","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Verilog","layer":"languages","postings":4,"share":0.0519,"required":4,"open_postings":4,"first_seen":"2026-09-03","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Azure Data Factory","layer":"tools","postings":3,"share":0.039,"required":3,"open_postings":2,"first_seen":"2026-08-12","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Cadence Virtuoso","layer":"tools","postings":3,"share":0.039,"required":3,"open_postings":2,"first_seen":"2026-07-26","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Dagster","layer":"frameworks","postings":3,"share":0.039,"required":3,"open_postings":2,"first_seen":"2026-08-12","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Dimensional Modeling","layer":"practices","postings":3,"share":0.039,"required":3,"open_postings":2,"first_seen":"2026-08-12","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Docker","layer":"tools","postings":3,"share":0.039,"required":3,"open_postings":1,"first_seen":"2026-04-29","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"ETL/ELT","layer":"practices","postings":3,"share":0.039,"required":3,"open_postings":2,"first_seen":"2026-08-12","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Grafana","layer":"cloud","postings":3,"share":0.039,"required":3,"open_postings":2,"first_seen":"2026-08-12","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"LLVM","layer":"tools","postings":3,"share":0.039,"required":3,"open_postings":1,"first_seen":"2026-08-03","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Prefect","layer":"cloud","postings":3,"share":0.039,"required":3,"open_postings":2,"first_seen":"2026-08-12","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"TCP/IP","layer":"practices","postings":3,"share":0.039,"required":3,"open_postings":1,"first_seen":"2026-04-29","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"Tableau","layer":"cloud","postings":3,"share":0.039,"required":3,"open_postings":2,"first_seen":"2026-08-12","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"dbt","layer":"tools","postings":3,"share":0.039,"required":3,"open_postings":2,"first_seen":"2026-08-12","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Active Directory","layer":"cloud","postings":2,"share":0.026,"required":2,"open_postings":1,"first_seen":"2026-07-16","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"Jenkins","layer":"tools","postings":2,"share":0.026,"required":2,"open_postings":1,"first_seen":"2026-09-10","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"MLIR","layer":"frameworks","postings":2,"share":0.026,"required":2,"open_postings":2,"first_seen":"2026-08-03","last_seen":"2026-08-03","median_stated_pay_usd":null},{"name":"Perl","layer":"languages","postings":2,"share":0.026,"required":2,"open_postings":1,"first_seen":"2026-08-21","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"SIEM","layer":"cloud","postings":2,"share":0.026,"required":2,"open_postings":1,"first_seen":"2026-08-21","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"TKET","layer":"frameworks","postings":2,"share":0.026,"required":2,"open_postings":2,"first_seen":"2026-07-24","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"Tanner L-Edit","layer":"tools","postings":2,"share":0.026,"required":2,"open_postings":1,"first_seen":"2026-07-26","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"VPN","layer":"practices","postings":2,"share":0.026,"required":2,"open_postings":1,"first_seen":"2026-08-21","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"Wireshark","layer":"tools","postings":2,"share":0.026,"required":2,"open_postings":1,"first_seen":"2026-08-21","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"PowerShell","layer":"languages","postings":2,"share":0.026,"required":1,"open_postings":1,"first_seen":"2026-07-16","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"VMWare","layer":"cloud","postings":2,"share":0.026,"required":1,"open_postings":1,"first_seen":"2026-07-16","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"AI Agents","layer":"practices","postings":1,"share":0.013,"required":1,"open_postings":1,"first_seen":"2026-08-31","last_seen":"2026-08-31","median_stated_pay_usd":null},{"name":"Backstage","layer":"tools","postings":1,"share":0.013,"required":1,"open_postings":1,"first_seen":"2026-04-20","last_seen":"2026-04-20","median_stated_pay_usd":null},{"name":"Cadence Allegro","layer":"tools","postings":1,"share":0.013,"required":1,"open_postings":1,"first_seen":"2026-08-31","last_seen":"2026-08-31","median_stated_pay_usd":null},{"name":"Cocotb","layer":"frameworks","postings":1,"share":0.013,"required":1,"open_postings":1,"first_seen":"2026-09-05","last_seen":"2026-09-05","median_stated_pay_usd":null},{"name":"Cypress","layer":"frameworks","postings":1,"share":0.013,"required":1,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Datadog","layer":"cloud","postings":1,"share":0.013,"required":1,"open_postings":1,"first_seen":"2026-09-10","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"F#","layer":"languages","postings":1,"share":0.013,"required":1,"open_postings":0,"first_seen":"2026-07-21","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"GCP","layer":"cloud","postings":1,"share":0.013,"required":1,"open_postings":1,"first_seen":"2026-04-20","last_seen":"2026-04-20","median_stated_pay_usd":null},{"name":"GitHub","layer":"cloud","postings":1,"share":0.013,"required":1,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Haskell","layer":"languages","postings":1,"share":0.013,"required":1,"open_postings":0,"first_seen":"2026-07-21","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"JFrog Artifactory","layer":"tools","postings":1,"share":0.013,"required":1,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":1,"share":0.013,"required":1,"open_postings":1,"first_seen":"2026-07-23","last_seen":"2026-07-23","median_stated_pay_usd":null},{"name":"Layer 2","layer":"practices","postings":1,"share":0.013,"required":1,"open_postings":0,"first_seen":"2026-08-21","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"MuleSoft","layer":"cloud","postings":1,"share":0.013,"required":1,"open_postings":0,"first_seen":"2026-06-10","last_seen":"2026-06-10","median_stated_pay_usd":null},{"name":"OCaml","layer":"languages","postings":1,"share":0.013,"required":1,"open_postings":0,"first_seen":"2026-07-21","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"Qiskit","layer":"frameworks","postings":1,"share":0.013,"required":1,"open_postings":1,"first_seen":"2026-08-03","last_seen":"2026-08-03","median_stated_pay_usd":null},{"name":"Robot Framework","layer":"frameworks","postings":1,"share":0.013,"required":1,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"SAP Fiori","layer":"cloud","postings":1,"share":0.013,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"SLI/SLO/SLA","layer":"practices","postings":1,"share":0.013,"required":1,"open_postings":0,"first_seen":"2026-06-10","last_seen":"2026-06-10","median_stated_pay_usd":null},{"name":"Scala","layer":"languages","postings":1,"share":0.013,"required":1,"open_postings":0,"first_seen":"2026-07-21","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"Siemens QuestaSim","layer":"tools","postings":1,"share":0.013,"required":1,"open_postings":1,"first_seen":"2026-09-05","last_seen":"2026-09-05","median_stated_pay_usd":null},{"name":"Vitis","layer":"tools","postings":1,"share":0.013,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"ABAP","layer":"languages","postings":1,"share":0.013,"required":0,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Apex","layer":"languages","postings":1,"share":0.013,"required":0,"open_postings":0,"first_seen":"2026-06-10","last_seen":"2026-06-10","median_stated_pay_usd":null},{"name":"Julia","layer":"languages","postings":1,"share":0.013,"required":0,"open_postings":1,"first_seen":"2026-08-18","last_seen":"2026-08-18","median_stated_pay_usd":null},{"name":"OpenQASM","layer":"languages","postings":1,"share":0.013,"required":0,"open_postings":1,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Platform Engineering","layer":"practices","postings":1,"share":0.013,"required":0,"open_postings":1,"first_seen":"2026-04-20","last_seen":"2026-04-20","median_stated_pay_usd":null}],"own_products":["Quantinuum H-Series"],"changes":{"first_appeared":[{"name":"Jenkins","first_seen":"2026-09-10"},{"name":"Apollo","first_seen":"2026-09-03"},{"name":"SystemVerilog","first_seen":"2026-09-03"},{"name":"VHDL","first_seen":"2026-09-03"},{"name":"Verilog","first_seen":"2026-09-03"},{"name":"Perl","first_seen":"2026-08-21"},{"name":"SIEM","first_seen":"2026-08-21"},{"name":"VPN","first_seen":"2026-08-21"}],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"Arista Networks","url":"https://alion.io/company/arista-networks/technologies","shared_technologies":49},{"name":"K2 Space","url":"https://alion.io/company/k2-space/technologies","shared_technologies":42},{"name":"ExxonMobil","url":"https://alion.io/company/exxonmobil/technologies","shared_technologies":46},{"name":"Reckitt","url":"https://alion.io/company/reckitt/technologies","shared_technologies":43},{"name":"RTX","url":"https://alion.io/company/raytheon-technologies/technologies","shared_technologies":44},{"name":"Chenega","url":"https://alion.io/company/chenega/technologies","shared_technologies":42},{"name":"Graphcore","url":"https://alion.io/company/graphcore/technologies","shared_technologies":46},{"name":"SpaceX","url":"https://alion.io/company/spacex/technologies","shared_technologies":45}],"html_url":"https://alion.io/company/quantinuum/technologies","json_url":"https://alion.io/company/quantinuum/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-09-27T00:24:30Z","generated_at":"2026-09-27T04:16:17Z"}}