{"company":{"id":2142966,"name":"Pharma Essentia","domain":"pharmaessentia.com","url":"https://alion.io/company/pharmaessentia"},"answer":"Pharma Essentia builds mostly with SQL, Python, C#, Java. Its stack also includes Snowflake, Tableau, Power BI. SQL is named in 6 of the 13 job postings Pharma Essentia published in the last 12 months (46%). Counted by Alion from the job postings of Pharma Essentia, updated Oct 17, 2026.","window_days":365,"postings_analysed":13,"open_postings":11,"technologies_in_use":24,"modernity_score":73,"ai_adoption":true,"technologies":[{"name":"SQL","layer":"languages","postings":6,"share":0.4615,"required":5,"open_postings":4,"first_seen":"2026-10-12","last_seen":"2026-10-17","median_stated_pay_usd":null},{"name":"Snowflake","layer":"data","postings":4,"share":0.3077,"required":4,"open_postings":2,"first_seen":"2026-10-12","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"Python","layer":"languages","postings":4,"share":0.3077,"required":3,"open_postings":3,"first_seen":"2026-10-12","last_seen":"2026-10-17","median_stated_pay_usd":null},{"name":"AI Agents","layer":"practices","postings":3,"share":0.2308,"required":3,"open_postings":3,"first_seen":"2026-10-12","last_seen":"2026-10-17","median_stated_pay_usd":null},{"name":"ETL/ELT","layer":"practices","postings":3,"share":0.2308,"required":3,"open_postings":2,"first_seen":"2026-10-12","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"Master Data Management","layer":"practices","postings":3,"share":0.2308,"required":3,"open_postings":2,"first_seen":"2026-10-12","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"Tableau","layer":"cloud","postings":3,"share":0.2308,"required":2,"open_postings":3,"first_seen":"2026-10-12","last_seen":"2026-10-17","median_stated_pay_usd":null},{"name":"Microsoft Excel","layer":"tools","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-10-12","last_seen":"2026-10-17","median_stated_pay_usd":null},{"name":"Power BI","layer":"cloud","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-10-12","last_seen":"2026-10-12","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":2,"share":0.1538,"required":1,"open_postings":2,"first_seen":"2026-10-12","last_seen":"2026-10-17","median_stated_pay_usd":null},{"name":"LLM Evaluation","layer":"practices","postings":2,"share":0.1538,"required":1,"open_postings":2,"first_seen":"2026-10-12","last_seen":"2026-10-17","median_stated_pay_usd":null},{"name":"C#","layer":"languages","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-10-17","last_seen":"2026-10-17","median_stated_pay_usd":null},{"name":"CAPA","layer":"tools","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-10-12","last_seen":"2026-10-12","median_stated_pay_usd":null},{"name":"GCP","layer":"cloud","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-10-12","last_seen":"2026-10-12","median_stated_pay_usd":null},{"name":"Java","layer":"languages","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-10-17","last_seen":"2026-10-17","median_stated_pay_usd":null},{"name":"Knowledge Graph","layer":"practices","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-10-17","last_seen":"2026-10-17","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-10-12","last_seen":"2026-10-12","median_stated_pay_usd":null},{"name":"Multimodal AI","layer":"practices","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-10-17","last_seen":"2026-10-17","median_stated_pay_usd":null},{"name":"Function Calling","layer":"practices","postings":1,"share":0.0769,"required":0,"open_postings":1,"first_seen":"2026-10-17","last_seen":"2026-10-17","median_stated_pay_usd":null},{"name":"Human-in-the-Loop","layer":"practices","postings":1,"share":0.0769,"required":0,"open_postings":1,"first_seen":"2026-10-17","last_seen":"2026-10-17","median_stated_pay_usd":null},{"name":"LLM Guardrails","layer":"practices","postings":1,"share":0.0769,"required":0,"open_postings":1,"first_seen":"2026-10-12","last_seen":"2026-10-12","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":1,"share":0.0769,"required":0,"open_postings":1,"first_seen":"2026-10-17","last_seen":"2026-10-17","median_stated_pay_usd":null},{"name":"Structured Outputs","layer":"practices","postings":1,"share":0.0769,"required":0,"open_postings":1,"first_seen":"2026-10-17","last_seen":"2026-10-17","median_stated_pay_usd":null},{"name":"Tool Use","layer":"practices","postings":1,"share":0.0769,"required":0,"open_postings":1,"first_seen":"2026-10-17","last_seen":"2026-10-17","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"Keystone","url":"https://alion.io/company/keystone/technologies","shared_technologies":13},{"name":"Biogen","url":"https://alion.io/company/biogen-2/technologies","shared_technologies":14},{"name":"Kapitus","url":"https://alion.io/company/kapitus/technologies","shared_technologies":13},{"name":"GSK","url":"https://alion.io/company/gsk/technologies","shared_technologies":14},{"name":"McCormick","url":"https://alion.io/company/mccormick-com/technologies","shared_technologies":13},{"name":"Cengage","url":"https://alion.io/company/cengage/technologies","shared_technologies":14},{"name":"Factored","url":"https://alion.io/company/factored/technologies","shared_technologies":13},{"name":"Form Energy","url":"https://alion.io/company/form-energy/technologies","shared_technologies":14}],"html_url":"https://alion.io/company/pharmaessentia/technologies","json_url":"https://alion.io/company/pharmaessentia/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-10-17T13:14:18Z","generated_at":"2026-10-18T00:00:56Z"}}