{"company":{"id":450149,"name":"Xenon Seven","domain":"xenon7.com","url":"https://alion.io/company/xenon-seven"},"answer":"Xenon Seven builds mostly with Python, SQL, Apex, TypeScript. Its stack also includes AWS, Azure, LangChain, Snowflake. Python is named in 9 of the 13 job postings Xenon Seven published in the last 12 months (69%). Counted by Alion from the job postings of Xenon Seven, updated Sep 28, 2026.","window_days":365,"postings_analysed":13,"open_postings":12,"technologies_in_use":98,"modernity_score":85,"ai_adoption":true,"technologies":[{"name":"Python","layer":"languages","postings":9,"share":0.6923,"required":5,"open_postings":8,"first_seen":"2026-07-07","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"AWS","layer":"cloud","postings":7,"share":0.5385,"required":7,"open_postings":6,"first_seen":"2026-07-07","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":7,"share":0.5385,"required":7,"open_postings":6,"first_seen":"2026-07-07","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Platform Engineering","layer":"practices","postings":7,"share":0.5385,"required":7,"open_postings":6,"first_seen":"2026-08-23","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Azure","layer":"cloud","postings":7,"share":0.5385,"required":6,"open_postings":6,"first_seen":"2026-07-07","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Databricks","layer":"cloud","postings":7,"share":0.5385,"required":6,"open_postings":6,"first_seen":"2026-08-23","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"SQL","layer":"languages","postings":7,"share":0.5385,"required":5,"open_postings":7,"first_seen":"2026-08-23","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":6,"share":0.4615,"required":6,"open_postings":5,"first_seen":"2026-07-07","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":6,"share":0.4615,"required":6,"open_postings":5,"first_seen":"2026-08-19","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Rest API","layer":"tools","postings":6,"share":0.4615,"required":6,"open_postings":6,"first_seen":"2026-08-19","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":6,"share":0.4615,"required":5,"open_postings":5,"first_seen":"2026-07-07","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"LangChain","layer":"frameworks","postings":6,"share":0.4615,"required":3,"open_postings":5,"first_seen":"2026-08-19","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"LLM Guardrails","layer":"practices","postings":5,"share":0.3846,"required":5,"open_postings":4,"first_seen":"2026-07-07","last_seen":"2026-08-23","median_stated_pay_usd":null},{"name":"Snowflake","layer":"data","postings":5,"share":0.3846,"required":4,"open_postings":4,"first_seen":"2026-08-23","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Pure Data","layer":"frameworks","postings":5,"share":0.3846,"required":0,"open_postings":5,"first_seen":"2026-08-23","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"AI Agents","layer":"practices","postings":4,"share":0.3077,"required":4,"open_postings":3,"first_seen":"2026-08-19","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Streamlit","layer":"frameworks","postings":4,"share":0.3077,"required":4,"open_postings":4,"first_seen":"2026-08-23","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"LangGraph","layer":"frameworks","postings":4,"share":0.3077,"required":3,"open_postings":3,"first_seen":"2026-08-19","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"LlamaIndex","layer":"frameworks","postings":4,"share":0.3077,"required":2,"open_postings":4,"first_seen":"2026-08-23","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"OpenAI","layer":"cloud","postings":4,"share":0.3077,"required":2,"open_postings":3,"first_seen":"2026-08-19","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Fine-tuning","layer":"practices","postings":4,"share":0.3077,"required":0,"open_postings":4,"first_seen":"2026-08-23","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Docker","layer":"tools","postings":3,"share":0.2308,"required":3,"open_postings":2,"first_seen":"2026-07-07","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"ETL/ELT","layer":"practices","postings":3,"share":0.2308,"required":3,"open_postings":3,"first_seen":"2026-08-23","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"FastAPI","layer":"frameworks","postings":3,"share":0.2308,"required":3,"open_postings":3,"first_seen":"2026-09-02","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"GCP","layer":"cloud","postings":3,"share":0.2308,"required":3,"open_postings":2,"first_seen":"2026-08-23","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Hallucination","layer":"practices","postings":3,"share":0.2308,"required":3,"open_postings":2,"first_seen":"2026-08-23","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":3,"share":0.2308,"required":3,"open_postings":2,"first_seen":"2026-07-07","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"LangSmith","layer":"cloud","postings":3,"share":0.2308,"required":3,"open_postings":2,"first_seen":"2026-08-23","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"pySpark","layer":"tools","postings":3,"share":0.2308,"required":3,"open_postings":3,"first_seen":"2026-08-23","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Git","layer":"tools","postings":3,"share":0.2308,"required":2,"open_postings":3,"first_seen":"2026-08-19","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"dbt","layer":"tools","postings":3,"share":0.2308,"required":2,"open_postings":3,"first_seen":"2026-08-23","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Anthropic","layer":"cloud","postings":3,"share":0.2308,"required":1,"open_postings":3,"first_seen":"2026-08-19","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Multi-Agent Systems","layer":"practices","postings":3,"share":0.2308,"required":0,"open_postings":2,"first_seen":"2026-08-23","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Spark","layer":"cloud","postings":3,"share":0.2308,"required":0,"open_postings":3,"first_seen":"2026-08-23","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"AWS Bedrock","layer":"cloud","postings":2,"share":0.1538,"required":2,"open_postings":1,"first_seen":"2026-08-19","last_seen":"2026-08-23","median_stated_pay_usd":null},{"name":"Chroma","layer":"data","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-09-02","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Cortex","layer":"tools","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-09-02","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Datadog","layer":"cloud","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-09-02","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"FAISS","layer":"frameworks","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-09-02","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Flask","layer":"frameworks","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-09-02","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"LLM Evaluation","layer":"practices","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-09-02","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"MLFlow","layer":"cloud","postings":2,"share":0.1538,"required":2,"open_postings":1,"first_seen":"2026-08-23","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Pinecone","layer":"data","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-09-02","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Power BI","layer":"cloud","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-08-24","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"Prompt Engineering","layer":"practices","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-09-02","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Tableau","layer":"cloud","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-08-24","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"Human-in-the-Loop","layer":"practices","postings":2,"share":0.1538,"required":1,"open_postings":1,"first_seen":"2026-08-19","last_seen":"2026-08-23","median_stated_pay_usd":null},{"name":"Kubeflow","layer":"cloud","postings":2,"share":0.1538,"required":1,"open_postings":1,"first_seen":"2026-08-23","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Computer Vision","layer":"practices","postings":2,"share":0.1538,"required":0,"open_postings":2,"first_seen":"2026-08-23","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"LoRA","layer":"ai","postings":2,"share":0.1538,"required":0,"open_postings":2,"first_seen":"2026-08-23","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"NLP","layer":"practices","postings":2,"share":0.1538,"required":0,"open_postings":2,"first_seen":"2026-08-23","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"PEFT","layer":"ai","postings":2,"share":0.1538,"required":0,"open_postings":2,"first_seen":"2026-08-23","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Prometheus","layer":"tools","postings":2,"share":0.1538,"required":0,"open_postings":2,"first_seen":"2026-09-02","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"RLHF","layer":"practices","postings":2,"share":0.1538,"required":0,"open_postings":2,"first_seen":"2026-08-23","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Agentforce","layer":"cloud","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-08-19","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Agentic Workflows","layer":"practices","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-08-19","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Amazon SageMaker","layer":"cloud","postings":1,"share":0.0769,"required":1,"open_postings":0,"first_seen":"2026-08-23","last_seen":"2026-08-23","median_stated_pay_usd":null},{"name":"Apex","layer":"languages","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-08-19","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Bicep","layer":"tools","postings":1,"share":0.0769,"required":1,"open_postings":0,"first_seen":"2026-08-23","last_seen":"2026-08-23","median_stated_pay_usd":null},{"name":"Context Engineering","layer":"practices","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-08-19","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Edge AI","layer":"practices","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-07-07","last_seen":"2026-07-07","median_stated_pay_usd":null},{"name":"Feature Store","layer":"practices","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Function Calling","layer":"practices","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-08-19","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Gemini","layer":"ai","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-08-19","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"LLMOps","layer":"practices","postings":1,"share":0.0769,"required":1,"open_postings":0,"first_seen":"2026-08-23","last_seen":"2026-08-23","median_stated_pay_usd":null},{"name":"Linux","layer":"cloud","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-07-07","last_seen":"2026-07-07","median_stated_pay_usd":null},{"name":"Model Context Protocol","layer":"tools","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-08-19","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"MuleSoft","layer":"cloud","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-08-19","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Multimodal AI","layer":"practices","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"NIST AI RMF","layer":"practices","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-07-07","last_seen":"2026-07-07","median_stated_pay_usd":null},{"name":"OpenShift","layer":"cloud","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-07-07","last_seen":"2026-07-07","median_stated_pay_usd":null},{"name":"Red Teaming","layer":"practices","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-07-07","last_seen":"2026-07-07","median_stated_pay_usd":null},{"name":"Salesforce Data Cloud","layer":"data","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-08-19","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Salesforce Flow","layer":"tools","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-08-19","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Self-Healing","layer":"practices","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Semantic Search","layer":"practices","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-08-19","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Semantic Search","layer":"practices","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-08-19","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Structured Outputs","layer":"practices","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-08-19","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Terraform","layer":"tools","postings":1,"share":0.0769,"required":1,"open_postings":0,"first_seen":"2026-08-23","last_seen":"2026-08-23","median_stated_pay_usd":null},{"name":"TorchServe","layer":"cloud","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Triton Inference Server","layer":"tools","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"TypeScript","layer":"languages","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-08-19","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Vertex AI","layer":"cloud","postings":1,"share":0.0769,"required":1,"open_postings":0,"first_seen":"2026-08-23","last_seen":"2026-08-23","median_stated_pay_usd":null},{"name":"Vertex AI Agent Builder","layer":"cloud","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-08-19","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Weights & Biases","layer":"cloud","postings":1,"share":0.0769,"required":1,"open_postings":0,"first_seen":"2026-08-23","last_seen":"2026-08-23","median_stated_pay_usd":null},{"name":"AutoGen","layer":"frameworks","postings":1,"share":0.0769,"required":0,"open_postings":0,"first_seen":"2026-08-23","last_seen":"2026-08-23","median_stated_pay_usd":null},{"name":"C++","layer":"languages","postings":1,"share":0.0769,"required":0,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"CrewAI","layer":"frameworks","postings":1,"share":0.0769,"required":0,"open_postings":0,"first_seen":"2026-08-23","last_seen":"2026-08-23","median_stated_pay_usd":null},{"name":"Jupyter Notebook","layer":"tools","postings":1,"share":0.0769,"required":0,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"PyTorch","layer":"frameworks","postings":1,"share":0.0769,"required":0,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"PyTorch C++","layer":"frameworks","postings":1,"share":0.0769,"required":0,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Ray","layer":"frameworks","postings":1,"share":0.0769,"required":0,"open_postings":0,"first_seen":"2026-08-23","last_seen":"2026-08-23","median_stated_pay_usd":null},{"name":"Scikit-learn","layer":"frameworks","postings":1,"share":0.0769,"required":0,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Semantic Kernel","layer":"tools","postings":1,"share":0.0769,"required":0,"open_postings":0,"first_seen":"2026-08-23","last_seen":"2026-08-23","median_stated_pay_usd":null},{"name":"TensorFlow","layer":"frameworks","postings":1,"share":0.0769,"required":0,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"TensorFlow C++","layer":"frameworks","postings":1,"share":0.0769,"required":0,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Tool Use","layer":"practices","postings":1,"share":0.0769,"required":0,"open_postings":0,"first_seen":"2026-08-23","last_seen":"2026-08-23","median_stated_pay_usd":null},{"name":"gRPC","layer":"tools","postings":1,"share":0.0769,"required":0,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"Satori Analytics","url":"https://alion.io/company/satori-analytics/technologies","shared_technologies":70},{"name":"Akrys.ai","url":"https://alion.io/company/akrys-ai/technologies","shared_technologies":61},{"name":"Multibankgroup","url":"https://alion.io/company/multibankgroup/technologies","shared_technologies":68},{"name":"NewRocket","url":"https://alion.io/company/newrocket/technologies","shared_technologies":60},{"name":"HERE Technologies","url":"https://alion.io/company/here/technologies","shared_technologies":64},{"name":"Artefact","url":"https://alion.io/company/artefact-com/technologies","shared_technologies":69},{"name":"NetConnectGlobal","url":"https://alion.io/company/netconnectglobal/technologies","shared_technologies":61},{"name":"Deeplight AI","url":"https://alion.io/company/deeplight/technologies","shared_technologies":61}],"html_url":"https://alion.io/company/xenon-seven/technologies","json_url":"https://alion.io/company/xenon-seven/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-09-28T03:01:40Z","generated_at":"2026-09-28T04:12:45Z"}}