{"company":{"id":686565,"name":"SciTec","domain":"scitec.com","url":"https://alion.io/company/scitec"},"answer":"SciTec builds mostly with Python, C++, Rust, Bash. Its stack also includes Linux, Kubernetes, CUDA, PostgreSQL. Linux is named in 25 of the 38 job postings SciTec published in the last 12 months (66%). Counted by Alion from the job postings of SciTec, updated Sep 26, 2026.","window_days":365,"postings_analysed":38,"open_postings":28,"technologies_in_use":93,"modernity_score":66,"ai_adoption":false,"technologies":[{"name":"Linux","layer":"cloud","postings":25,"share":0.6579,"required":25,"open_postings":18,"first_seen":"2025-12-11","last_seen":"2026-09-25","median_stated_pay_usd":157500},{"name":"Python","layer":"languages","postings":23,"share":0.6053,"required":23,"open_postings":18,"first_seen":"2025-12-11","last_seen":"2026-09-25","median_stated_pay_usd":157000},{"name":"Kubernetes","layer":"cloud","postings":20,"share":0.5263,"required":20,"open_postings":14,"first_seen":"2026-03-16","last_seen":"2026-09-25","median_stated_pay_usd":157000},{"name":"Harbor","layer":"tools","postings":19,"share":0.5,"required":16,"open_postings":15,"first_seen":"2026-03-16","last_seen":"2026-09-25","median_stated_pay_usd":157000},{"name":"C++","layer":"languages","postings":18,"share":0.4737,"required":18,"open_postings":12,"first_seen":"2025-12-11","last_seen":"2026-09-25","median_stated_pay_usd":157000},{"name":"CI/CD","layer":"practices","postings":17,"share":0.4474,"required":17,"open_postings":13,"first_seen":"2026-03-16","last_seen":"2026-09-25","median_stated_pay_usd":157000},{"name":"Docker","layer":"tools","postings":14,"share":0.3684,"required":14,"open_postings":12,"first_seen":"2026-03-16","last_seen":"2026-09-25","median_stated_pay_usd":157000},{"name":"GitLab CI","layer":"cloud","postings":10,"share":0.2632,"required":10,"open_postings":7,"first_seen":"2026-03-16","last_seen":"2026-09-25","median_stated_pay_usd":157000},{"name":"Rust","layer":"languages","postings":10,"share":0.2632,"required":9,"open_postings":7,"first_seen":"2026-03-16","last_seen":"2026-09-25","median_stated_pay_usd":166000},{"name":"AWS","layer":"cloud","postings":7,"share":0.1842,"required":7,"open_postings":4,"first_seen":"2026-03-16","last_seen":"2026-09-25","median_stated_pay_usd":158000},{"name":"Git","layer":"tools","postings":7,"share":0.1842,"required":7,"open_postings":5,"first_seen":"2026-03-16","last_seen":"2026-09-11","median_stated_pay_usd":157000},{"name":"Jenkins","layer":"tools","postings":7,"share":0.1842,"required":7,"open_postings":4,"first_seen":"2026-03-16","last_seen":"2026-09-14","median_stated_pay_usd":157000},{"name":"Helm","layer":"tools","postings":6,"share":0.1579,"required":6,"open_postings":5,"first_seen":"2026-03-16","last_seen":"2026-09-25","median_stated_pay_usd":157000},{"name":"Snyk","layer":"cloud","postings":6,"share":0.1579,"required":6,"open_postings":4,"first_seen":"2026-03-16","last_seen":"2026-07-20","median_stated_pay_usd":157000},{"name":"SonarQube","layer":"cloud","postings":6,"share":0.1579,"required":6,"open_postings":4,"first_seen":"2026-03-16","last_seen":"2026-07-20","median_stated_pay_usd":157000},{"name":"Bash","layer":"languages","postings":5,"share":0.1316,"required":5,"open_postings":4,"first_seen":"2026-06-10","last_seen":"2026-08-03","median_stated_pay_usd":158000},{"name":"JavaScript","layer":"languages","postings":5,"share":0.1316,"required":5,"open_postings":4,"first_seen":"2026-04-20","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"MATLAB","layer":"languages","postings":5,"share":0.1316,"required":5,"open_postings":3,"first_seen":"2025-12-11","last_seen":"2026-09-24","median_stated_pay_usd":175000},{"name":"OpenShift","layer":"cloud","postings":5,"share":0.1316,"required":5,"open_postings":4,"first_seen":"2026-07-29","last_seen":"2026-09-21","median_stated_pay_usd":156000},{"name":"Podman","layer":"tools","postings":5,"share":0.1316,"required":5,"open_postings":5,"first_seen":"2026-06-22","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Windows","layer":"cloud","postings":5,"share":0.1316,"required":5,"open_postings":5,"first_seen":"2026-03-09","last_seen":"2026-08-10","median_stated_pay_usd":160000},{"name":"Grafana","layer":"cloud","postings":4,"share":0.1053,"required":4,"open_postings":2,"first_seen":"2026-03-16","last_seen":"2026-06-24","median_stated_pay_usd":null},{"name":"Keycloak","layer":"tools","postings":4,"share":0.1053,"required":4,"open_postings":3,"first_seen":"2026-03-16","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":4,"share":0.1053,"required":4,"open_postings":3,"first_seen":"2026-05-15","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Prometheus","layer":"tools","postings":4,"share":0.1053,"required":4,"open_postings":2,"first_seen":"2026-03-16","last_seen":"2026-06-24","median_stated_pay_usd":null},{"name":"VMWare","layer":"cloud","postings":4,"share":0.1053,"required":4,"open_postings":4,"first_seen":"2026-03-09","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"AWS Lambda","layer":"cloud","postings":3,"share":0.0789,"required":3,"open_postings":2,"first_seen":"2026-03-16","last_seen":"2026-06-22","median_stated_pay_usd":null},{"name":"Amazon EC2","layer":"cloud","postings":3,"share":0.0789,"required":3,"open_postings":2,"first_seen":"2026-03-16","last_seen":"2026-06-22","median_stated_pay_usd":null},{"name":"Amazon EKS","layer":"cloud","postings":3,"share":0.0789,"required":3,"open_postings":2,"first_seen":"2026-03-16","last_seen":"2026-06-22","median_stated_pay_usd":null},{"name":"Ansible","layer":"tools","postings":3,"share":0.0789,"required":3,"open_postings":3,"first_seen":"2026-07-29","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Configuration Management","layer":"practices","postings":3,"share":0.0789,"required":3,"open_postings":3,"first_seen":"2026-07-29","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"Fortify","layer":"cloud","postings":3,"share":0.0789,"required":3,"open_postings":2,"first_seen":"2026-03-16","last_seen":"2026-06-22","median_stated_pay_usd":null},{"name":"Ghidra","layer":"tools","postings":3,"share":0.0789,"required":3,"open_postings":2,"first_seen":"2026-04-20","last_seen":"2026-07-20","median_stated_pay_usd":null},{"name":"GitHub Actions","layer":"cloud","postings":3,"share":0.0789,"required":3,"open_postings":2,"first_seen":"2026-03-16","last_seen":"2026-06-22","median_stated_pay_usd":null},{"name":"Grype","layer":"tools","postings":3,"share":0.0789,"required":3,"open_postings":2,"first_seen":"2026-03-16","last_seen":"2026-06-22","median_stated_pay_usd":null},{"name":"IDA Pro","layer":"tools","postings":3,"share":0.0789,"required":3,"open_postings":2,"first_seen":"2026-04-20","last_seen":"2026-07-20","median_stated_pay_usd":null},{"name":"Istio","layer":"cloud","postings":3,"share":0.0789,"required":3,"open_postings":2,"first_seen":"2026-03-16","last_seen":"2026-06-22","median_stated_pay_usd":null},{"name":"JFrog Artifactory","layer":"tools","postings":3,"share":0.0789,"required":3,"open_postings":2,"first_seen":"2026-03-16","last_seen":"2026-06-22","median_stated_pay_usd":null},{"name":"JFrog Xray","layer":"cloud","postings":3,"share":0.0789,"required":3,"open_postings":2,"first_seen":"2026-04-20","last_seen":"2026-07-20","median_stated_pay_usd":null},{"name":"Java","layer":"languages","postings":3,"share":0.0789,"required":3,"open_postings":1,"first_seen":"2026-04-06","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Kustomize","layer":"tools","postings":3,"share":0.0789,"required":3,"open_postings":2,"first_seen":"2026-03-16","last_seen":"2026-06-22","median_stated_pay_usd":null},{"name":"Nginx","layer":"tools","postings":3,"share":0.0789,"required":3,"open_postings":2,"first_seen":"2026-03-16","last_seen":"2026-06-22","median_stated_pay_usd":null},{"name":"Red Hat","layer":"cloud","postings":3,"share":0.0789,"required":3,"open_postings":3,"first_seen":"2026-03-09","last_seen":"2026-08-03","median_stated_pay_usd":null},{"name":"Sonatype Nexus IQ","layer":"cloud","postings":3,"share":0.0789,"required":3,"open_postings":2,"first_seen":"2026-04-20","last_seen":"2026-07-20","median_stated_pay_usd":null},{"name":"Syft","layer":"tools","postings":3,"share":0.0789,"required":3,"open_postings":2,"first_seen":"2026-03-16","last_seen":"2026-06-22","median_stated_pay_usd":null},{"name":"Traefik","layer":"tools","postings":3,"share":0.0789,"required":3,"open_postings":2,"first_seen":"2026-03-16","last_seen":"2026-06-22","median_stated_pay_usd":null},{"name":"Trivy","layer":"tools","postings":3,"share":0.0789,"required":3,"open_postings":2,"first_seen":"2026-03-16","last_seen":"2026-06-22","median_stated_pay_usd":null},{"name":"eBPF","layer":"practices","postings":3,"share":0.0789,"required":3,"open_postings":2,"first_seen":"2026-04-20","last_seen":"2026-07-20","median_stated_pay_usd":null},{"name":"CUDA","layer":"frameworks","postings":3,"share":0.0789,"required":2,"open_postings":2,"first_seen":"2026-04-06","last_seen":"2026-08-17","median_stated_pay_usd":null},{"name":"CUDA Toolkit","layer":"cloud","postings":3,"share":0.0789,"required":2,"open_postings":2,"first_seen":"2026-04-06","last_seen":"2026-08-17","median_stated_pay_usd":null},{"name":"Active Directory","layer":"cloud","postings":2,"share":0.0526,"required":2,"open_postings":2,"first_seen":"2026-03-09","last_seen":"2026-06-10","median_stated_pay_usd":null},{"name":"Apache Kafka","layer":"cloud","postings":2,"share":0.0526,"required":2,"open_postings":2,"first_seen":"2026-08-27","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"GitLab","layer":"cloud","postings":2,"share":0.0526,"required":2,"open_postings":2,"first_seen":"2026-07-29","last_seen":"2026-08-03","median_stated_pay_usd":null},{"name":"Multimodal AI","layer":"practices","postings":2,"share":0.0526,"required":2,"open_postings":2,"first_seen":"2026-05-15","last_seen":"2026-06-25","median_stated_pay_usd":null},{"name":"OpenCL","layer":"frameworks","postings":2,"share":0.0526,"required":2,"open_postings":1,"first_seen":"2026-04-06","last_seen":"2026-08-17","median_stated_pay_usd":null},{"name":"SQL","layer":"languages","postings":2,"share":0.0526,"required":2,"open_postings":2,"first_seen":"2026-08-04","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"gRPC","layer":"tools","postings":2,"share":0.0526,"required":2,"open_postings":2,"first_seen":"2026-08-27","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"minikube","layer":"tools","postings":2,"share":0.0526,"required":2,"open_postings":2,"first_seen":"2026-07-29","last_seen":"2026-08-03","median_stated_pay_usd":null},{"name":"PostgreSQL","layer":"data","postings":2,"share":0.0526,"required":1,"open_postings":1,"first_seen":"2026-08-27","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"ArgoCD","layer":"tools","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Azure","layer":"cloud","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-06-10","last_seen":"2026-06-10","median_stated_pay_usd":null},{"name":"C#","layer":"languages","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"CMake","layer":"tools","postings":1,"share":0.0263,"required":1,"open_postings":0,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Computer Vision","layer":"practices","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-05-15","last_seen":"2026-05-15","median_stated_pay_usd":null},{"name":"Crowdstrike","layer":"cloud","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-06-10","last_seen":"2026-06-10","median_stated_pay_usd":null},{"name":"Digital Twin","layer":"practices","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Flask","layer":"frameworks","postings":1,"share":0.0263,"required":1,"open_postings":0,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Go","layer":"languages","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-06-22","last_seen":"2026-06-22","median_stated_pay_usd":null},{"name":"IAM","layer":"practices","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-06-10","last_seen":"2026-06-10","median_stated_pay_usd":null},{"name":"Microsoft Excel","layer":"tools","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-09-10","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"MySQL","layer":"data","postings":1,"share":0.0263,"required":1,"open_postings":0,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"NumPy","layer":"frameworks","postings":1,"share":0.0263,"required":1,"open_postings":0,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Pandas","layer":"frameworks","postings":1,"share":0.0263,"required":1,"open_postings":0,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Plotly","layer":"frameworks","postings":1,"share":0.0263,"required":1,"open_postings":0,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"PostGIS","layer":"frameworks","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-08-27","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"PowerShell","layer":"languages","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-06-10","last_seen":"2026-06-10","median_stated_pay_usd":null},{"name":"PyTorch","layer":"frameworks","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-06-25","last_seen":"2026-06-25","median_stated_pay_usd":null},{"name":"PyTorch C++","layer":"frameworks","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-06-25","last_seen":"2026-06-25","median_stated_pay_usd":null},{"name":"Redis","layer":"data","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-08-27","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"Rest API","layer":"tools","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-08-27","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"SIEM","layer":"cloud","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-06-10","last_seen":"2026-06-10","median_stated_pay_usd":null},{"name":"SciPy","layer":"frameworks","postings":1,"share":0.0263,"required":1,"open_postings":0,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Scikit-learn","layer":"frameworks","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-06-25","last_seen":"2026-06-25","median_stated_pay_usd":null},{"name":"Sensor Fusion","layer":"practices","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-06-25","last_seen":"2026-06-25","median_stated_pay_usd":null},{"name":"Splunk","layer":"cloud","postings":1,"share":0.0263,"required":1,"open_postings":0,"first_seen":"2026-06-24","last_seen":"2026-06-24","median_stated_pay_usd":null},{"name":"TensorFlow","layer":"frameworks","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-06-25","last_seen":"2026-06-25","median_stated_pay_usd":null},{"name":"TensorFlow C++","layer":"frameworks","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-06-25","last_seen":"2026-06-25","median_stated_pay_usd":null},{"name":"Windows Server","layer":"cloud","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-03-09","last_seen":"2026-03-09","median_stated_pay_usd":null},{"name":"ZeroMQ","layer":"frameworks","postings":1,"share":0.0263,"required":1,"open_postings":1,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"C","layer":"languages","postings":1,"share":0.0263,"required":0,"open_postings":1,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"ROCm","layer":"frameworks","postings":1,"share":0.0263,"required":0,"open_postings":1,"first_seen":"2026-06-25","last_seen":"2026-06-25","median_stated_pay_usd":null},{"name":"TensorRT","layer":"tools","postings":1,"share":0.0263,"required":0,"open_postings":1,"first_seen":"2026-06-25","last_seen":"2026-06-25","median_stated_pay_usd":null},{"name":"cuDNN","layer":"frameworks","postings":1,"share":0.0263,"required":0,"open_postings":1,"first_seen":"2026-06-25","last_seen":"2026-06-25","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"Apache Kafka","first_seen":"2026-08-27"},{"name":"gRPC","first_seen":"2026-08-27"},{"name":"PostgreSQL","first_seen":"2026-08-27"},{"name":"SQL","first_seen":"2026-08-04"},{"name":"OpenShift","first_seen":"2026-07-29"},{"name":"Ansible","first_seen":"2026-07-29"},{"name":"Configuration Management","first_seen":"2026-07-29"},{"name":"GitLab","first_seen":"2026-07-29"}],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"Starfish Holdings","url":"https://alion.io/company/starfish/technologies","shared_technologies":61},{"name":"Systems and Technology Research","url":"https://alion.io/company/str/technologies","shared_technologies":51},{"name":"Graphcore","url":"https://alion.io/company/graphcore/technologies","shared_technologies":62},{"name":"GRVTY","url":"https://alion.io/company/grvty/technologies","shared_technologies":70},{"name":"Freedom Consulting Group","url":"https://alion.io/company/freedom-consulting-group/technologies","shared_technologies":62},{"name":"ST Engineering","url":"https://alion.io/company/stengg/technologies","shared_technologies":59},{"name":"Apply Tracker","url":"https://alion.io/company/apply-tracker","shared_technologies":56},{"name":"Pennsylvania State University","url":"https://alion.io/company/psu-edu/technologies","shared_technologies":62}],"html_url":"https://alion.io/company/scitec/technologies","json_url":"https://alion.io/company/scitec/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-09-26T11:55:22Z","generated_at":"2026-09-26T11:55:36Z"}}