{"company":{"id":5998,"name":"SOSi","domain":"sosi.com","url":"https://alion.io/company/sosi"},"answer":"SOSi builds mostly with SQL, Python, JavaScript, COBOL. Its stack also includes AWS, Azure, PostgreSQL, Oracle. SQL is named in 26 of the 96 job postings SOSi published in the last 12 months (27%). Counted by Alion from the job postings of SOSi, updated Sep 28, 2026.","window_days":365,"postings_analysed":96,"open_postings":64,"technologies_in_use":142,"modernity_score":66,"ai_adoption":false,"technologies":[{"name":"SQL","layer":"languages","postings":26,"share":0.2708,"required":22,"open_postings":21,"first_seen":"2025-11-21","last_seen":"2026-09-02","median_stated_pay_usd":150000},{"name":"Python","layer":"languages","postings":23,"share":0.2396,"required":22,"open_postings":20,"first_seen":"2025-11-21","last_seen":"2026-09-03","median_stated_pay_usd":161704},{"name":"AWS","layer":"cloud","postings":21,"share":0.2188,"required":14,"open_postings":17,"first_seen":"2025-11-21","last_seen":"2026-09-17","median_stated_pay_usd":165013},{"name":"Azure","layer":"cloud","postings":20,"share":0.2083,"required":17,"open_postings":15,"first_seen":"2025-11-21","last_seen":"2026-09-17","median_stated_pay_usd":157920},{"name":"Kubernetes","layer":"cloud","postings":19,"share":0.1979,"required":19,"open_postings":14,"first_seen":"2025-11-21","last_seen":"2026-09-17","median_stated_pay_usd":165013},{"name":"CI/CD","layer":"practices","postings":17,"share":0.1771,"required":17,"open_postings":14,"first_seen":"2025-11-21","last_seen":"2026-09-17","median_stated_pay_usd":172725},{"name":"Machine Learning","layer":"practices","postings":15,"share":0.1563,"required":15,"open_postings":14,"first_seen":"2025-11-21","last_seen":"2026-09-02","median_stated_pay_usd":157920},{"name":"Docker","layer":"tools","postings":11,"share":0.1146,"required":11,"open_postings":9,"first_seen":"2025-11-21","last_seen":"2026-09-17","median_stated_pay_usd":172725},{"name":"Linux","layer":"cloud","postings":10,"share":0.1042,"required":9,"open_postings":6,"first_seen":"2026-01-14","last_seen":"2026-09-16","median_stated_pay_usd":159901},{"name":"Windows","layer":"cloud","postings":10,"share":0.1042,"required":9,"open_postings":6,"first_seen":"2025-11-21","last_seen":"2026-08-20","median_stated_pay_usd":135643},{"name":"ETL/ELT","layer":"practices","postings":9,"share":0.0938,"required":9,"open_postings":7,"first_seen":"2025-11-21","last_seen":"2026-09-16","median_stated_pay_usd":149132},{"name":"IAM","layer":"practices","postings":9,"share":0.0938,"required":9,"open_postings":8,"first_seen":"2026-02-11","last_seen":"2026-07-30","median_stated_pay_usd":165013},{"name":"JavaScript","layer":"languages","postings":9,"share":0.0938,"required":8,"open_postings":4,"first_seen":"2025-11-21","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"GitLab","layer":"cloud","postings":8,"share":0.0833,"required":8,"open_postings":6,"first_seen":"2025-11-21","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"VMWare","layer":"cloud","postings":8,"share":0.0833,"required":2,"open_postings":4,"first_seen":"2026-07-30","last_seen":"2026-09-23","median_stated_pay_usd":135643},{"name":"Databricks","layer":"cloud","postings":7,"share":0.0729,"required":7,"open_postings":6,"first_seen":"2026-02-11","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"GCP","layer":"cloud","postings":7,"share":0.0729,"required":7,"open_postings":5,"first_seen":"2025-11-21","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Git","layer":"tools","postings":7,"share":0.0729,"required":7,"open_postings":5,"first_seen":"2025-11-21","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"GitHub","layer":"cloud","postings":7,"share":0.0729,"required":7,"open_postings":5,"first_seen":"2026-01-14","last_seen":"2026-09-02","median_stated_pay_usd":165488},{"name":"PostgreSQL","layer":"data","postings":7,"share":0.0729,"required":6,"open_postings":6,"first_seen":"2026-01-14","last_seen":"2026-09-02","median_stated_pay_usd":165488},{"name":"Power BI","layer":"cloud","postings":7,"share":0.0729,"required":6,"open_postings":2,"first_seen":"2026-06-25","last_seen":"2026-08-25","median_stated_pay_usd":136804},{"name":"Spark","layer":"cloud","postings":7,"share":0.0729,"required":5,"open_postings":6,"first_seen":"2025-11-21","last_seen":"2026-09-16","median_stated_pay_usd":165323},{"name":"Apache Kafka","layer":"cloud","postings":6,"share":0.0625,"required":6,"open_postings":5,"first_seen":"2025-11-21","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"SIEM","layer":"cloud","postings":6,"share":0.0625,"required":6,"open_postings":5,"first_seen":"2026-02-11","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"Terraform","layer":"tools","postings":6,"share":0.0625,"required":6,"open_postings":5,"first_seen":"2025-11-21","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Grafana","layer":"cloud","postings":6,"share":0.0625,"required":4,"open_postings":5,"first_seen":"2025-11-21","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Splunk","layer":"cloud","postings":6,"share":0.0625,"required":3,"open_postings":4,"first_seen":"2026-06-29","last_seen":"2026-09-02","median_stated_pay_usd":165251},{"name":"Incident Management","layer":"practices","postings":6,"share":0.0625,"required":2,"open_postings":4,"first_seen":"2026-04-22","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Oracle","layer":"data","postings":5,"share":0.0521,"required":5,"open_postings":3,"first_seen":"2026-01-16","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"PyTorch","layer":"frameworks","postings":5,"share":0.0521,"required":5,"open_postings":4,"first_seen":"2025-11-21","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"TensorFlow","layer":"frameworks","postings":5,"share":0.0521,"required":5,"open_postings":4,"first_seen":"2025-11-21","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"Prometheus","layer":"tools","postings":5,"share":0.0521,"required":3,"open_postings":4,"first_seen":"2025-11-21","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Tableau","layer":"cloud","postings":5,"share":0.0521,"required":3,"open_postings":3,"first_seen":"2026-06-25","last_seen":"2026-09-02","median_stated_pay_usd":146553},{"name":"Nessus","layer":"tools","postings":5,"share":0.0521,"required":2,"open_postings":0,"first_seen":"2026-07-30","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"COBOL","layer":"languages","postings":4,"share":0.0417,"required":4,"open_postings":3,"first_seen":"2026-01-16","last_seen":"2026-07-31","median_stated_pay_usd":null},{"name":"GitLab CI","layer":"cloud","postings":4,"share":0.0417,"required":4,"open_postings":3,"first_seen":"2025-11-21","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"GitOps","layer":"practices","postings":4,"share":0.0417,"required":4,"open_postings":4,"first_seen":"2025-11-21","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"Jenkins","layer":"tools","postings":4,"share":0.0417,"required":4,"open_postings":3,"first_seen":"2025-11-21","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"SLI/SLO/SLA","layer":"practices","postings":4,"share":0.0417,"required":4,"open_postings":3,"first_seen":"2026-07-01","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"Flask","layer":"frameworks","postings":4,"share":0.0417,"required":2,"open_postings":2,"first_seen":"2026-08-27","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Active Directory","layer":"cloud","postings":3,"share":0.0313,"required":3,"open_postings":2,"first_seen":"2026-06-29","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Airflow","layer":"cloud","postings":3,"share":0.0313,"required":3,"open_postings":3,"first_seen":"2025-11-21","last_seen":"2026-07-25","median_stated_pay_usd":null},{"name":"Ansible","layer":"tools","postings":3,"share":0.0313,"required":3,"open_postings":2,"first_seen":"2026-06-01","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Axure RP","layer":"tools","postings":3,"share":0.0313,"required":3,"open_postings":1,"first_seen":"2026-08-26","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"C++","layer":"languages","postings":3,"share":0.0313,"required":3,"open_postings":2,"first_seen":"2026-05-05","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Endevor","layer":"tools","postings":3,"share":0.0313,"required":3,"open_postings":2,"first_seen":"2026-07-30","last_seen":"2026-07-31","median_stated_pay_usd":null},{"name":"Figma","layer":"cloud","postings":3,"share":0.0313,"required":3,"open_postings":1,"first_seen":"2026-08-26","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Helm","layer":"tools","postings":3,"share":0.0313,"required":3,"open_postings":2,"first_seen":"2026-06-01","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Istio","layer":"cloud","postings":3,"share":0.0313,"required":3,"open_postings":2,"first_seen":"2026-06-01","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"JCL","layer":"languages","postings":3,"share":0.0313,"required":3,"open_postings":2,"first_seen":"2026-07-30","last_seen":"2026-07-31","median_stated_pay_usd":null},{"name":"Linkerd","layer":"cloud","postings":3,"share":0.0313,"required":3,"open_postings":2,"first_seen":"2026-06-01","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Matter","layer":"tools","postings":3,"share":0.0313,"required":3,"open_postings":1,"first_seen":"2026-07-30","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"NLP","layer":"practices","postings":3,"share":0.0313,"required":3,"open_postings":2,"first_seen":"2026-06-30","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"Red Teaming","layer":"practices","postings":3,"share":0.0313,"required":3,"open_postings":3,"first_seen":"2026-04-21","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Service Mesh","layer":"practices","postings":3,"share":0.0313,"required":3,"open_postings":2,"first_seen":"2026-06-01","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Sketch","layer":"tools","postings":3,"share":0.0313,"required":3,"open_postings":1,"first_seen":"2026-08-26","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Azure DevOps","layer":"cloud","postings":2,"share":0.0208,"required":2,"open_postings":1,"first_seen":"2026-06-01","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"CircleCI","layer":"tools","postings":2,"share":0.0208,"required":2,"open_postings":2,"first_seen":"2025-11-21","last_seen":"2026-07-25","median_stated_pay_usd":null},{"name":"Cognos","layer":"cloud","postings":2,"share":0.0208,"required":2,"open_postings":2,"first_seen":"2026-07-30","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"Computer Vision","layer":"practices","postings":2,"share":0.0208,"required":2,"open_postings":1,"first_seen":"2026-08-27","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"Configuration Management","layer":"practices","postings":2,"share":0.0208,"required":2,"open_postings":2,"first_seen":"2025-11-21","last_seen":"2026-07-25","median_stated_pay_usd":null},{"name":"Django","layer":"frameworks","postings":2,"share":0.0208,"required":2,"open_postings":1,"first_seen":"2026-08-27","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"GraphQL","layer":"tools","postings":2,"share":0.0208,"required":2,"open_postings":1,"first_seen":"2026-06-02","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"HPC","layer":"practices","postings":2,"share":0.0208,"required":2,"open_postings":2,"first_seen":"2025-11-21","last_seen":"2026-07-25","median_stated_pay_usd":null},{"name":"Hyper-V","layer":"tools","postings":2,"share":0.0208,"required":2,"open_postings":1,"first_seen":"2026-07-30","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"Java","layer":"languages","postings":2,"share":0.0208,"required":2,"open_postings":2,"first_seen":"2026-04-03","last_seen":"2026-05-05","median_stated_pay_usd":null},{"name":"Keras","layer":"frameworks","postings":2,"share":0.0208,"required":2,"open_postings":1,"first_seen":"2026-08-27","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"Knowledge Graph","layer":"practices","postings":2,"share":0.0208,"required":2,"open_postings":2,"first_seen":"2026-06-30","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"Microsoft Entra ID","layer":"cloud","postings":2,"share":0.0208,"required":2,"open_postings":1,"first_seen":"2026-06-29","last_seen":"2026-07-25","median_stated_pay_usd":null},{"name":"Microsoft Excel","layer":"tools","postings":2,"share":0.0208,"required":2,"open_postings":2,"first_seen":"2025-11-21","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"MySQL","layer":"data","postings":2,"share":0.0208,"required":2,"open_postings":1,"first_seen":"2026-08-27","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"Neo4j","layer":"data","postings":2,"share":0.0208,"required":2,"open_postings":2,"first_seen":"2025-11-21","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"NumPy","layer":"frameworks","postings":2,"share":0.0208,"required":2,"open_postings":2,"first_seen":"2025-11-21","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"Red Hat","layer":"cloud","postings":2,"share":0.0208,"required":2,"open_postings":1,"first_seen":"2026-07-30","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"Reinforcement Learning","layer":"practices","postings":2,"share":0.0208,"required":2,"open_postings":1,"first_seen":"2026-08-27","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"Time Series Forecasting","layer":"practices","postings":2,"share":0.0208,"required":2,"open_postings":1,"first_seen":"2026-08-27","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"Commander.js","layer":"frameworks","postings":2,"share":0.0208,"required":1,"open_postings":0,"first_seen":"2025-11-21","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"FinOps","layer":"practices","postings":2,"share":0.0208,"required":1,"open_postings":1,"first_seen":"2025-11-21","last_seen":"2026-07-25","median_stated_pay_usd":null},{"name":"Node JS","layer":"languages","postings":2,"share":0.0208,"required":1,"open_postings":0,"first_seen":"2025-11-21","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"Rest API","layer":"tools","postings":2,"share":0.0208,"required":1,"open_postings":2,"first_seen":"2026-03-13","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"Feature Store","layer":"practices","postings":2,"share":0.0208,"required":0,"open_postings":2,"first_seen":"2025-11-21","last_seen":"2026-07-25","median_stated_pay_usd":null},{"name":"Hadoop","layer":"frameworks","postings":2,"share":0.0208,"required":0,"open_postings":2,"first_seen":"2025-11-21","last_seen":"2026-07-25","median_stated_pay_usd":null},{"name":"RabbitMQ","layer":"cloud","postings":2,"share":0.0208,"required":0,"open_postings":2,"first_seen":"2025-11-21","last_seen":"2026-07-25","median_stated_pay_usd":null},{"name":"A/B Testing","layer":"practices","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-06-25","last_seen":"2026-06-25","median_stated_pay_usd":null},{"name":"AI Agents","layer":"practices","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2025-11-21","last_seen":"2025-11-21","median_stated_pay_usd":null},{"name":"AWS Glue","layer":"tools","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-05-26","last_seen":"2026-05-26","median_stated_pay_usd":null},{"name":"Alation","layer":"cloud","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-05-26","last_seen":"2026-05-26","median_stated_pay_usd":null},{"name":"Amazon CloudWatch","layer":"cloud","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-06-30","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"Amazon SageMaker","layer":"cloud","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-06-30","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"Angular","layer":"frameworks","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"Anomaly Detection","layer":"practices","postings":1,"share":0.0104,"required":1,"open_postings":0,"first_seen":"2026-07-30","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"Apache NiFi","layer":"tools","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-02-11","last_seen":"2026-02-11","median_stated_pay_usd":null},{"name":"AutoGen","layer":"frameworks","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2025-11-21","last_seen":"2025-11-21","median_stated_pay_usd":null},{"name":"Censys","layer":"cloud","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-06-30","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"CloudFormation","layer":"tools","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-06-30","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"Cloudflare","layer":"cloud","postings":1,"share":0.0104,"required":1,"open_postings":0,"first_seen":"2026-07-25","last_seen":"2026-07-25","median_stated_pay_usd":null},{"name":"Collibra","layer":"cloud","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-05-26","last_seen":"2026-05-26","median_stated_pay_usd":null},{"name":"DHCP","layer":"practices","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-09-25","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"DNS","layer":"practices","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-09-25","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Delta Lake","layer":"data","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-06-30","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"FastAPI","layer":"frameworks","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2025-11-21","last_seen":"2025-11-21","median_stated_pay_usd":null},{"name":"Fluentd","layer":"tools","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-06-29","last_seen":"2026-06-29","median_stated_pay_usd":null},{"name":"InVision","layer":"cloud","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Instructor","layer":"frameworks","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Julia","layer":"languages","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-06-30","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"Jupyter Notebook","layer":"tools","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"K3s","layer":"cloud","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2025-11-21","last_seen":"2025-11-21","median_stated_pay_usd":null},{"name":"Kibana","layer":"cloud","postings":1,"share":0.0104,"required":1,"open_postings":0,"first_seen":"2026-08-06","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"Kubeflow","layer":"cloud","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2025-11-21","last_seen":"2025-11-21","median_stated_pay_usd":null},{"name":"Loki","layer":"tools","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2025-11-21","last_seen":"2025-11-21","median_stated_pay_usd":null},{"name":"Matplotlib","layer":"frameworks","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-06-25","last_seen":"2026-06-25","median_stated_pay_usd":null},{"name":"Microsoft Sentinel","layer":"cloud","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-06-25","last_seen":"2026-06-25","median_stated_pay_usd":null},{"name":"Okta","layer":"cloud","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-06-29","last_seen":"2026-06-29","median_stated_pay_usd":null},{"name":"OpenTelemetry","layer":"frameworks","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-06-29","last_seen":"2026-06-29","median_stated_pay_usd":null},{"name":"PKI","layer":"practices","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-06-29","last_seen":"2026-06-29","median_stated_pay_usd":null},{"name":"Pandas","layer":"frameworks","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-06-30","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"Ping Identity","layer":"cloud","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-06-29","last_seen":"2026-06-29","median_stated_pay_usd":null},{"name":"Post-training","layer":"practices","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Prompt Engineering","layer":"practices","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2025-11-21","last_seen":"2025-11-21","median_stated_pay_usd":null},{"name":"QGIS","layer":"tools","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-06-29","last_seen":"2026-06-29","median_stated_pay_usd":null},{"name":"Rancher","layer":"cloud","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2025-11-21","last_seen":"2025-11-21","median_stated_pay_usd":null},{"name":"Ray","layer":"frameworks","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2025-11-21","last_seen":"2025-11-21","median_stated_pay_usd":null},{"name":"React.js","layer":"frameworks","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"Scala","layer":"languages","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-05-05","last_seen":"2026-05-05","median_stated_pay_usd":null},{"name":"SciPy","layer":"frameworks","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-06-30","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"Scikit-learn","layer":"frameworks","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-06-30","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"Seaborn","layer":"frameworks","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-06-25","last_seen":"2026-06-25","median_stated_pay_usd":null},{"name":"Shodan","layer":"cloud","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-06-30","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"Snort","layer":"tools","postings":1,"share":0.0104,"required":1,"open_postings":0,"first_seen":"2026-08-06","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"SonarQube","layer":"cloud","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2025-11-21","last_seen":"2025-11-21","median_stated_pay_usd":null},{"name":"Suricata","layer":"tools","postings":1,"share":0.0104,"required":1,"open_postings":0,"first_seen":"2026-08-06","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"TCP/IP","layer":"practices","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2026-06-04","last_seen":"2026-06-04","median_stated_pay_usd":null},{"name":"Triton","layer":"frameworks","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2025-11-21","last_seen":"2025-11-21","median_stated_pay_usd":null},{"name":"Weaviate","layer":"data","postings":1,"share":0.0104,"required":1,"open_postings":1,"first_seen":"2025-11-21","last_seen":"2025-11-21","median_stated_pay_usd":null},{"name":"Wireshark","layer":"tools","postings":1,"share":0.0104,"required":1,"open_postings":0,"first_seen":"2026-07-30","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"Zeek","layer":"tools","postings":1,"share":0.0104,"required":1,"open_postings":0,"first_seen":"2026-07-30","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"Zscaler","layer":"cloud","postings":1,"share":0.0104,"required":1,"open_postings":0,"first_seen":"2026-07-25","last_seen":"2026-07-25","median_stated_pay_usd":null},{"name":"AIOps","layer":"practices","postings":1,"share":0.0104,"required":0,"open_postings":1,"first_seen":"2025-11-21","last_seen":"2025-11-21","median_stated_pay_usd":null},{"name":"Interpretability","layer":"practices","postings":1,"share":0.0104,"required":0,"open_postings":1,"first_seen":"2026-09-02","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"Microsoft Defender","layer":"cloud","postings":1,"share":0.0104,"required":0,"open_postings":0,"first_seen":"2026-07-30","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"Model Context Protocol","layer":"tools","postings":1,"share":0.0104,"required":0,"open_postings":0,"first_seen":"2026-08-10","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"TypeScript","layer":"languages","postings":1,"share":0.0104,"required":0,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"Computer Vision","first_seen":"2026-08-27"},{"name":"Keras","first_seen":"2026-08-27"},{"name":"Reinforcement Learning","first_seen":"2026-08-27"},{"name":"MySQL","first_seen":"2026-08-27"},{"name":"Time Series Forecasting","first_seen":"2026-08-27"},{"name":"Flask","first_seen":"2026-08-27"},{"name":"Django","first_seen":"2026-08-27"},{"name":"Axure RP","first_seen":"2026-08-26"}],"rising":[{"name":"JavaScript","share_from":0,"share_to":12},{"name":"VMWare","share_from":0,"share_to":12},{"name":"SQL","share_from":16,"share_to":25},{"name":"Git","share_from":0,"share_to":9},{"name":"Linux","share_from":5,"share_to":12},{"name":"PostgreSQL","share_from":0,"share_to":7},{"name":"Nessus","share_from":0,"share_to":7},{"name":"Oracle","share_from":0,"share_to":6}],"falling":[{"name":"Kubernetes","share_from":42,"share_to":13},{"name":"CI/CD","share_from":32,"share_to":12},{"name":"AWS","share_from":32,"share_to":19},{"name":"SIEM","share_from":16,"share_to":3},{"name":"Databricks","share_from":16,"share_to":4},{"name":"Docker","share_from":16,"share_to":7},{"name":"IAM","share_from":16,"share_to":7},{"name":"Terraform","share_from":11,"share_to":4}],"not_seen_180d":[]},"similar_stacks":[{"name":"GRVTY","url":"https://alion.io/company/grvty/technologies","shared_technologies":106},{"name":"Freedom Consulting Group","url":"https://alion.io/company/freedom-consulting-group/technologies","shared_technologies":94},{"name":"AbbVie","url":"https://alion.io/company/abbvie/technologies","shared_technologies":110},{"name":"Bank of Montreal","url":"https://alion.io/company/bmo/technologies","shared_technologies":106},{"name":"Vantor","url":"https://alion.io/company/vantor/technologies","shared_technologies":101},{"name":"Apply Tracker","url":"https://alion.io/company/apply-tracker","shared_technologies":81},{"name":"Ekfrazo Technologies","url":"https://alion.io/company/ekfrazo-technologies-private-limited/technologies","shared_technologies":87},{"name":"Citizens Financial Group","url":"https://alion.io/company/citizens-financial-group/technologies","shared_technologies":85}],"html_url":"https://alion.io/company/sosi/technologies","json_url":"https://alion.io/company/sosi/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-09-28T18:43:06Z","generated_at":"2026-09-29T04:22:18Z"}}