{"company":{"id":12297,"name":"SoFi","domain":"sofi.com","url":"https://alion.io/company/sofi"},"answer":"SoFi builds mostly with SQL, Python. Its stack also includes Snowflake, GCP, Tableau, DynamoDB. SQL is named in 6 of the 11 job postings SoFi published in the last 12 months (55%). Counted by Alion from the job postings of SoFi, updated Oct 13, 2026.","window_days":365,"postings_analysed":11,"open_postings":8,"technologies_in_use":58,"modernity_score":86,"ai_adoption":true,"technologies":[{"name":"SQL","layer":"languages","postings":6,"share":0.5455,"required":4,"open_postings":4,"first_seen":"2026-08-12","last_seen":"2026-10-09","median_stated_pay_usd":168000},{"name":"Snowflake","layer":"data","postings":6,"share":0.5455,"required":4,"open_postings":4,"first_seen":"2026-08-12","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"Python","layer":"languages","postings":5,"share":0.4545,"required":2,"open_postings":3,"first_seen":"2026-08-12","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":4,"share":0.3636,"required":4,"open_postings":2,"first_seen":"2026-08-12","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":4,"share":0.3636,"required":4,"open_postings":2,"first_seen":"2026-08-12","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"GCP","layer":"cloud","postings":4,"share":0.3636,"required":2,"open_postings":2,"first_seen":"2026-08-12","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Tableau","layer":"cloud","postings":3,"share":0.2727,"required":3,"open_postings":2,"first_seen":"2026-10-03","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"AWS","layer":"cloud","postings":3,"share":0.2727,"required":2,"open_postings":1,"first_seen":"2026-08-12","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Azure","layer":"cloud","postings":3,"share":0.2727,"required":2,"open_postings":1,"first_seen":"2026-08-12","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":3,"share":0.2727,"required":2,"open_postings":2,"first_seen":"2026-09-04","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"AI Agents","layer":"practices","postings":2,"share":0.1818,"required":2,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Fine-tuning","layer":"practices","postings":2,"share":0.1818,"required":2,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"LangGraph","layer":"frameworks","postings":2,"share":0.1818,"required":2,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"PEFT","layer":"ai","postings":2,"share":0.1818,"required":2,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Docker","layer":"tools","postings":2,"share":0.1818,"required":1,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"DynamoDB","layer":"data","postings":2,"share":0.1818,"required":1,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"ElasticSearch","layer":"data","postings":2,"share":0.1818,"required":1,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"FAISS","layer":"frameworks","postings":2,"share":0.1818,"required":1,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":2,"share":0.1818,"required":1,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"LoRA","layer":"ai","postings":2,"share":0.1818,"required":1,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Pinecone","layer":"data","postings":2,"share":0.1818,"required":1,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Prompt Engineering","layer":"practices","postings":2,"share":0.1818,"required":1,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Arize Phoenix","layer":"cloud","postings":2,"share":0.1818,"required":0,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":2,"share":0.1818,"required":0,"open_postings":2,"first_seen":"2026-09-04","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"GitLab","layer":"cloud","postings":2,"share":0.1818,"required":0,"open_postings":2,"first_seen":"2026-09-04","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"LangChain","layer":"frameworks","postings":2,"share":0.1818,"required":0,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"LangSmith","layer":"cloud","postings":2,"share":0.1818,"required":0,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"TGI","layer":"cloud","postings":2,"share":0.1818,"required":0,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Transformers","layer":"frameworks","postings":2,"share":0.1818,"required":0,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Triton","layer":"frameworks","postings":2,"share":0.1818,"required":0,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"dbt","layer":"tools","postings":2,"share":0.1818,"required":0,"open_postings":2,"first_seen":"2026-09-04","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"vLLM","layer":"cloud","postings":2,"share":0.1818,"required":0,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"A/B Testing","layer":"practices","postings":1,"share":0.0909,"required":1,"open_postings":1,"first_seen":"2026-10-11","last_seen":"2026-10-11","median_stated_pay_usd":null},{"name":"AWS Lambda","layer":"cloud","postings":1,"share":0.0909,"required":1,"open_postings":0,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Amazon Kinesis","layer":"cloud","postings":1,"share":0.0909,"required":1,"open_postings":0,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Amazon S3","layer":"cloud","postings":1,"share":0.0909,"required":1,"open_postings":0,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Amazon SageMaker","layer":"cloud","postings":1,"share":0.0909,"required":1,"open_postings":0,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Anomaly Detection","layer":"practices","postings":1,"share":0.0909,"required":1,"open_postings":0,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Apache Kafka","layer":"cloud","postings":1,"share":0.0909,"required":1,"open_postings":0,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Cortex","layer":"tools","postings":1,"share":0.0909,"required":1,"open_postings":1,"first_seen":"2026-09-04","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"Databricks","layer":"cloud","postings":1,"share":0.0909,"required":1,"open_postings":0,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Dimensional Modeling","layer":"practices","postings":1,"share":0.0909,"required":1,"open_postings":1,"first_seen":"2026-09-04","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"Feature Store","layer":"practices","postings":1,"share":0.0909,"required":1,"open_postings":0,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Flink","layer":"frameworks","postings":1,"share":0.0909,"required":1,"open_postings":0,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Microsoft Excel","layer":"tools","postings":1,"share":0.0909,"required":1,"open_postings":1,"first_seen":"2026-10-08","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"NLP","layer":"practices","postings":1,"share":0.0909,"required":1,"open_postings":0,"first_seen":"2026-10-05","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Platform Engineering","layer":"practices","postings":1,"share":0.0909,"required":1,"open_postings":1,"first_seen":"2026-09-04","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"Power BI","layer":"cloud","postings":1,"share":0.0909,"required":1,"open_postings":1,"first_seen":"2026-10-09","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"PyTorch","layer":"frameworks","postings":1,"share":0.0909,"required":1,"open_postings":0,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Scikit-learn","layer":"frameworks","postings":1,"share":0.0909,"required":1,"open_postings":0,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Spark","layer":"cloud","postings":1,"share":0.0909,"required":1,"open_postings":0,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"State Management","layer":"practices","postings":1,"share":0.0909,"required":1,"open_postings":0,"first_seen":"2026-10-05","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Streamlit","layer":"frameworks","postings":1,"share":0.0909,"required":1,"open_postings":1,"first_seen":"2026-09-04","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"TensorFlow","layer":"frameworks","postings":1,"share":0.0909,"required":1,"open_postings":0,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Time Series Forecasting","layer":"practices","postings":1,"share":0.0909,"required":1,"open_postings":0,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Amazon Redshift","layer":"data","postings":1,"share":0.0909,"required":0,"open_postings":1,"first_seen":"2026-09-04","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"GitLab CI","layer":"cloud","postings":1,"share":0.0909,"required":0,"open_postings":1,"first_seen":"2026-10-09","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"Prometheus","layer":"tools","postings":1,"share":0.0909,"required":0,"open_postings":1,"first_seen":"2026-09-04","last_seen":"2026-09-04","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"Deeplight AI","url":"https://alion.io/company/deeplight/technologies","shared_technologies":45},{"name":"TwinPacs","url":"https://alion.io/company/twinpacs-sdn-bhd/technologies","shared_technologies":44},{"name":"Maya","url":"https://alion.io/company/maya-ph/technologies","shared_technologies":44},{"name":"Multi Bank Group","url":"https://alion.io/company/multibankgroup/technologies","shared_technologies":45},{"name":"Caylent","url":"https://alion.io/company/caylent/technologies","shared_technologies":49},{"name":"Remitly","url":"https://alion.io/company/remitly/technologies","shared_technologies":44},{"name":"ConveGenius","url":"https://alion.io/company/convegenius/technologies","shared_technologies":48},{"name":"Socure","url":"https://alion.io/company/socure/technologies","shared_technologies":46}],"html_url":"https://alion.io/company/sofi/technologies","json_url":"https://alion.io/company/sofi/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-10-13T04:49:42Z","generated_at":"2026-10-14T00:42:02Z"}}