{"company":{"id":689316,"name":"Velir","domain":"velir.com","url":"https://alion.io/company/velir"},"answer":"Velir builds mostly with Python, SQL, Rust, Scala. Its stack also includes Snowflake, Databricks, Airflow, BigQuery. Snowflake is named in 5 of the 5 job postings Velir published in the last 12 months (100%). Counted by Alion from the job postings of Velir, updated Oct 1, 2026.","window_days":365,"postings_analysed":5,"open_postings":5,"technologies_in_use":43,"modernity_score":81,"ai_adoption":true,"technologies":[{"name":"Snowflake","layer":"data","postings":5,"share":1,"required":4,"open_postings":5,"first_seen":"2026-06-15","last_seen":"2026-09-28","median_stated_pay_usd":170000},{"name":"Python","layer":"languages","postings":4,"share":0.8,"required":4,"open_postings":4,"first_seen":"2026-06-15","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"SQL","layer":"languages","postings":4,"share":0.8,"required":4,"open_postings":4,"first_seen":"2026-06-15","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"dbt","layer":"tools","postings":4,"share":0.8,"required":4,"open_postings":4,"first_seen":"2026-06-15","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Fivetran","layer":"tools","postings":4,"share":0.8,"required":3,"open_postings":4,"first_seen":"2026-06-15","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Databricks","layer":"cloud","postings":4,"share":0.8,"required":2,"open_postings":4,"first_seen":"2026-06-15","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Airflow","layer":"cloud","postings":3,"share":0.6,"required":3,"open_postings":3,"first_seen":"2026-06-15","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Azure","layer":"cloud","postings":3,"share":0.6,"required":3,"open_postings":3,"first_seen":"2026-06-15","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"BigQuery","layer":"data","postings":3,"share":0.6,"required":3,"open_postings":3,"first_seen":"2026-09-14","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Google BigQuery","layer":"data","postings":3,"share":0.6,"required":3,"open_postings":3,"first_seen":"2026-09-14","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"AWS","layer":"cloud","postings":3,"share":0.6,"required":2,"open_postings":3,"first_seen":"2026-06-15","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"AI Agents","layer":"practices","postings":2,"share":0.4,"required":2,"open_postings":2,"first_seen":"2026-06-15","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Azure Data Factory","layer":"tools","postings":2,"share":0.4,"required":2,"open_postings":2,"first_seen":"2026-06-15","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":2,"share":0.4,"required":2,"open_postings":2,"first_seen":"2026-08-19","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"ETL/ELT","layer":"practices","postings":2,"share":0.4,"required":1,"open_postings":2,"first_seen":"2026-06-15","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"GCP","layer":"cloud","postings":2,"share":0.4,"required":1,"open_postings":2,"first_seen":"2026-06-15","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Spark","layer":"cloud","postings":2,"share":0.4,"required":1,"open_postings":2,"first_seen":"2026-06-15","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Apache Kafka","layer":"cloud","postings":2,"share":0.4,"required":0,"open_postings":2,"first_seen":"2026-06-15","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"AWS Bedrock","layer":"cloud","postings":1,"share":0.2,"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":0.2,"required":1,"open_postings":1,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Amazon SageMaker","layer":"cloud","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2026-08-19","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"DPO","layer":"practices","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2026-08-19","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Dagster","layer":"frameworks","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2026-09-24","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Delta Lake","layer":"data","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2026-06-15","last_seen":"2026-06-15","median_stated_pay_usd":null},{"name":"Dimensional Modeling","layer":"practices","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2026-06-15","last_seen":"2026-06-15","median_stated_pay_usd":null},{"name":"Embeddings","layer":"practices","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2026-08-19","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Fine-tuning","layer":"practices","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2026-08-19","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Hugging Face","layer":"cloud","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2026-08-19","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2026-08-19","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Looker","layer":"cloud","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Power BI","layer":"cloud","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2026-09-24","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Prefect","layer":"cloud","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"PyTorch","layer":"frameworks","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2026-08-19","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2026-08-19","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"SFT","layer":"practices","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2026-08-19","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Tableau","layer":"cloud","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Claude Code","layer":"tools","postings":1,"share":0.2,"required":0,"open_postings":1,"first_seen":"2026-06-15","last_seen":"2026-06-15","median_stated_pay_usd":null},{"name":"Copilot","layer":"tools","postings":1,"share":0.2,"required":0,"open_postings":1,"first_seen":"2026-06-15","last_seen":"2026-06-15","median_stated_pay_usd":null},{"name":"Flink","layer":"frameworks","postings":1,"share":0.2,"required":0,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":1,"share":0.2,"required":0,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"OpenAI Codex","layer":"tools","postings":1,"share":0.2,"required":0,"open_postings":1,"first_seen":"2026-06-15","last_seen":"2026-06-15","median_stated_pay_usd":null},{"name":"Rust","layer":"languages","postings":1,"share":0.2,"required":0,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Scala","layer":"languages","postings":1,"share":0.2,"required":0,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"BigQuery","first_seen":"2026-09-14"},{"name":"Google BigQuery","first_seen":"2026-09-14"}],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"Machinify","url":"https://alion.io/company/machinify/technologies","shared_technologies":38},{"name":"Fusemachines","url":"https://alion.io/company/fusemachines/technologies","shared_technologies":31},{"name":"AuxoAI","url":"https://alion.io/company/auxoai/technologies","shared_technologies":34},{"name":"Codechavo Global","url":"https://alion.io/company/codechavo-global/technologies","shared_technologies":32},{"name":"Workiva","url":"https://alion.io/company/workiva/technologies","shared_technologies":35},{"name":"Amazon.jobs","url":"https://alion.io/company/amazon-jobs/technologies","shared_technologies":35},{"name":"ConveGenius","url":"https://alion.io/company/convegenius/technologies","shared_technologies":39},{"name":"https://www.linkedin.com/company/hire3-global/","url":"https://alion.io/company/httpswww-linkedin-comcompanyhire3-global/technologies","shared_technologies":33}],"html_url":"https://alion.io/company/velir/technologies","json_url":"https://alion.io/company/velir/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-10-01T04:11:29Z","generated_at":"2026-10-01T15:05:48Z"}}