{"company":{"id":685159,"name":"TopDog Law","domain":"topdoglawllc.com","url":"https://alion.io/company/topdoglawllc"},"answer":"TopDog Law builds mostly with SQL, Python. Its stack also includes Google BigQuery, Windows, Snowflake, AWS. SQL is named in 5 of the 23 job postings TopDog Law published in the last 12 months (22%). Counted by Alion from the job postings of TopDog Law, updated Nov 1, 2026.","window_days":365,"postings_analysed":23,"open_postings":12,"technologies_in_use":55,"modernity_score":81,"ai_adoption":true,"technologies":[{"name":"SQL","layer":"languages","postings":5,"share":0.2174,"required":5,"open_postings":3,"first_seen":"2026-05-15","last_seen":"2026-10-19","median_stated_pay_usd":140000},{"name":"Python","layer":"languages","postings":5,"share":0.2174,"required":4,"open_postings":3,"first_seen":"2026-05-15","last_seen":"2026-09-14","median_stated_pay_usd":140000},{"name":"Claude","layer":"ai","postings":5,"share":0.2174,"required":3,"open_postings":3,"first_seen":"2026-07-21","last_seen":"2026-10-28","median_stated_pay_usd":null},{"name":"Google BigQuery","layer":"data","postings":5,"share":0.2174,"required":3,"open_postings":5,"first_seen":"2026-08-28","last_seen":"2026-10-26","median_stated_pay_usd":null},{"name":"Windows","layer":"cloud","postings":4,"share":0.1739,"required":4,"open_postings":2,"first_seen":"2026-05-15","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":4,"share":0.1739,"required":3,"open_postings":4,"first_seen":"2026-08-28","last_seen":"2026-10-26","median_stated_pay_usd":null},{"name":"dbt","layer":"tools","postings":4,"share":0.1739,"required":2,"open_postings":4,"first_seen":"2026-08-28","last_seen":"2026-10-26","median_stated_pay_usd":null},{"name":"Microsoft Excel","layer":"tools","postings":3,"share":0.1304,"required":3,"open_postings":1,"first_seen":"2026-07-24","last_seen":"2026-10-21","median_stated_pay_usd":null},{"name":"Platform Engineering","layer":"practices","postings":3,"share":0.1304,"required":3,"open_postings":2,"first_seen":"2026-08-21","last_seen":"2026-10-26","median_stated_pay_usd":null},{"name":"ChatGPT","layer":"ai","postings":3,"share":0.1304,"required":2,"open_postings":1,"first_seen":"2026-07-21","last_seen":"2026-10-28","median_stated_pay_usd":null},{"name":"IAM","layer":"practices","postings":3,"share":0.1304,"required":2,"open_postings":2,"first_seen":"2026-05-15","last_seen":"2026-10-26","median_stated_pay_usd":null},{"name":"Snowflake","layer":"data","postings":3,"share":0.1304,"required":2,"open_postings":3,"first_seen":"2026-08-28","last_seen":"2026-10-26","median_stated_pay_usd":null},{"name":"Terraform","layer":"tools","postings":3,"share":0.1304,"required":2,"open_postings":3,"first_seen":"2026-09-23","last_seen":"2026-10-26","median_stated_pay_usd":null},{"name":"AWS","layer":"cloud","postings":2,"share":0.087,"required":2,"open_postings":2,"first_seen":"2026-10-26","last_seen":"2026-10-26","median_stated_pay_usd":null},{"name":"SLI/SLO/SLA","layer":"practices","postings":2,"share":0.087,"required":2,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-10-26","median_stated_pay_usd":null},{"name":"Braze","layer":"cloud","postings":2,"share":0.087,"required":1,"open_postings":1,"first_seen":"2026-08-28","last_seen":"2026-10-19","median_stated_pay_usd":null},{"name":"Copilot","layer":"tools","postings":2,"share":0.087,"required":1,"open_postings":1,"first_seen":"2026-09-17","last_seen":"2026-10-26","median_stated_pay_usd":null},{"name":"A/B Testing","layer":"practices","postings":1,"share":0.0435,"required":1,"open_postings":1,"first_seen":"2026-10-19","last_seen":"2026-10-19","median_stated_pay_usd":null},{"name":"Amazon S3","layer":"cloud","postings":1,"share":0.0435,"required":1,"open_postings":1,"first_seen":"2026-10-26","last_seen":"2026-10-26","median_stated_pay_usd":null},{"name":"Anomaly Detection","layer":"practices","postings":1,"share":0.0435,"required":1,"open_postings":1,"first_seen":"2026-08-28","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"Azure","layer":"cloud","postings":1,"share":0.0435,"required":1,"open_postings":1,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Blue-Green Deployment","layer":"practices","postings":1,"share":0.0435,"required":1,"open_postings":1,"first_seen":"2026-10-26","last_seen":"2026-10-26","median_stated_pay_usd":null},{"name":"Claude Code","layer":"tools","postings":1,"share":0.0435,"required":1,"open_postings":1,"first_seen":"2026-10-26","last_seen":"2026-10-26","median_stated_pay_usd":null},{"name":"CloudFormation","layer":"tools","postings":1,"share":0.0435,"required":1,"open_postings":1,"first_seen":"2026-10-26","last_seen":"2026-10-26","median_stated_pay_usd":null},{"name":"Context Engineering","layer":"practices","postings":1,"share":0.0435,"required":1,"open_postings":1,"first_seen":"2026-10-26","last_seen":"2026-10-26","median_stated_pay_usd":null},{"name":"DLP","layer":"cloud","postings":1,"share":0.0435,"required":1,"open_postings":1,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"DNS","layer":"practices","postings":1,"share":0.0435,"required":1,"open_postings":1,"first_seen":"2026-10-26","last_seen":"2026-10-26","median_stated_pay_usd":null},{"name":"Dagster","layer":"frameworks","postings":1,"share":0.0435,"required":1,"open_postings":1,"first_seen":"2026-08-28","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"Embeddings","layer":"practices","postings":1,"share":0.0435,"required":1,"open_postings":1,"first_seen":"2026-10-26","last_seen":"2026-10-26","median_stated_pay_usd":null},{"name":"Function Calling","layer":"practices","postings":1,"share":0.0435,"required":1,"open_postings":1,"first_seen":"2026-10-26","last_seen":"2026-10-26","median_stated_pay_usd":null},{"name":"GCP","layer":"cloud","postings":1,"share":0.0435,"required":1,"open_postings":1,"first_seen":"2026-10-26","last_seen":"2026-10-26","median_stated_pay_usd":null},{"name":"Git","layer":"tools","postings":1,"share":0.0435,"required":1,"open_postings":1,"first_seen":"2026-08-28","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"Hallucination","layer":"practices","postings":1,"share":0.0435,"required":1,"open_postings":1,"first_seen":"2026-08-28","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"Incident Management","layer":"practices","postings":1,"share":0.0435,"required":1,"open_postings":1,"first_seen":"2026-10-26","last_seen":"2026-10-26","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":1,"share":0.0435,"required":1,"open_postings":1,"first_seen":"2026-10-26","last_seen":"2026-10-26","median_stated_pay_usd":null},{"name":"LLM Guardrails","layer":"practices","postings":1,"share":0.0435,"required":1,"open_postings":1,"first_seen":"2026-10-26","last_seen":"2026-10-26","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":1,"share":0.0435,"required":1,"open_postings":1,"first_seen":"2026-10-26","last_seen":"2026-10-26","median_stated_pay_usd":null},{"name":"Microsoft Entra ID","layer":"cloud","postings":1,"share":0.0435,"required":1,"open_postings":1,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Okta","layer":"cloud","postings":1,"share":0.0435,"required":1,"open_postings":1,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"PostgreSQL","layer":"data","postings":1,"share":0.0435,"required":1,"open_postings":1,"first_seen":"2026-10-26","last_seen":"2026-10-26","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":1,"share":0.0435,"required":1,"open_postings":1,"first_seen":"2026-10-26","last_seen":"2026-10-26","median_stated_pay_usd":null},{"name":"SIEM","layer":"cloud","postings":1,"share":0.0435,"required":1,"open_postings":1,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Sentry","layer":"cloud","postings":1,"share":0.0435,"required":1,"open_postings":1,"first_seen":"2026-10-26","last_seen":"2026-10-26","median_stated_pay_usd":null},{"name":"WebRTC","layer":"tools","postings":1,"share":0.0435,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Amazon ECS","layer":"cloud","postings":1,"share":0.0435,"required":0,"open_postings":1,"first_seen":"2026-10-26","last_seen":"2026-10-26","median_stated_pay_usd":null},{"name":"Amazon EKS","layer":"cloud","postings":1,"share":0.0435,"required":0,"open_postings":1,"first_seen":"2026-10-26","last_seen":"2026-10-26","median_stated_pay_usd":null},{"name":"Datadog","layer":"cloud","postings":1,"share":0.0435,"required":0,"open_postings":1,"first_seen":"2026-10-26","last_seen":"2026-10-26","median_stated_pay_usd":null},{"name":"Fine-tuning","layer":"practices","postings":1,"share":0.0435,"required":0,"open_postings":1,"first_seen":"2026-10-26","last_seen":"2026-10-26","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":1,"share":0.0435,"required":0,"open_postings":1,"first_seen":"2026-10-26","last_seen":"2026-10-26","median_stated_pay_usd":null},{"name":"Looker","layer":"cloud","postings":1,"share":0.0435,"required":0,"open_postings":0,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Nagios","layer":"tools","postings":1,"share":0.0435,"required":0,"open_postings":1,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"New Relic","layer":"cloud","postings":1,"share":0.0435,"required":0,"open_postings":1,"first_seen":"2026-10-26","last_seen":"2026-10-26","median_stated_pay_usd":null},{"name":"OpenCTI","layer":"tools","postings":1,"share":0.0435,"required":0,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"OpenTelemetry","layer":"frameworks","postings":1,"share":0.0435,"required":0,"open_postings":1,"first_seen":"2026-10-26","last_seen":"2026-10-26","median_stated_pay_usd":null},{"name":"Splunk","layer":"cloud","postings":1,"share":0.0435,"required":0,"open_postings":1,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"AWS","first_seen":"2026-10-26"},{"name":"Terraform","first_seen":"2026-09-23"},{"name":"Copilot","first_seen":"2026-09-17"},{"name":"Google BigQuery","first_seen":"2026-08-28"},{"name":"CI/CD","first_seen":"2026-08-28"},{"name":"dbt","first_seen":"2026-08-28"},{"name":"Snowflake","first_seen":"2026-08-28"},{"name":"Braze","first_seen":"2026-08-28"}],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"Vercel","url":"https://alion.io/company/vercel/technologies","shared_technologies":25},{"name":"Checkout.com","url":"https://alion.io/company/checkout-com/technologies","shared_technologies":26},{"name":"Flexport","url":"https://alion.io/company/flexport/technologies","shared_technologies":24},{"name":"ID.me","url":"https://alion.io/company/id-me/technologies","shared_technologies":25},{"name":"6sense","url":"https://alion.io/company/6sense/technologies","shared_technologies":24},{"name":"Tyson Foods","url":"https://alion.io/company/tysonfoods/technologies","shared_technologies":24},{"name":"Match Group","url":"https://alion.io/company/match-group/technologies","shared_technologies":27},{"name":"SolarWinds","url":"https://alion.io/company/solarwinds/technologies","shared_technologies":24}],"html_url":"https://alion.io/company/topdoglawllc/technologies","json_url":"https://alion.io/company/topdoglawllc/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-11-01T21:42:48Z","generated_at":"2026-11-02T16:57:09Z"}}