# phData - **Answer**: phData builds mostly with SQL, Python, Java, Scala. Its stack also includes AWS, Anthropic, Snowflake, Amazon Redshift. AWS is named in 55 of the 55 job postings phData published in the last 12 months (100%). Counted by Alion from the job postings of phData, updated Nov 11, 2026. - **Window days**: 365 - **Postings analysed**: 55 - **Open postings**: 39 - **Technologies in use**: 102 - **Modernity score**: 85 - **Ai adoption**: yes - **License**: CC BY-SA 4.0 ## Company - **Id**: 11321 - **Name**: phData - **Domain**: phdata.io - **Url**: ## Technologies - **AWS** — Layer: cloud; Postings: 55; Share: 1; Required: 55; Open postings: 39; First seen: 2026-03-24 - **Anthropic** — Layer: cloud; Postings: 55; Share: 1; Required: 55; Open postings: 39; First seen: 2026-03-24 - **Azure** — Layer: cloud; Postings: 55; Share: 1; Required: 55; Open postings: 39; First seen: 2026-03-24 - **Claude** — Layer: ai; Postings: 55; Share: 1; Required: 55; Open postings: 39; First seen: 2026-03-24 - **Snowflake** — Layer: data; Postings: 55; Share: 1; Required: 55; Open postings: 39; First seen: 2026-03-24 - **dbt** — Layer: tools; Postings: 55; Share: 1; Required: 55; Open postings: 39; First seen: 2026-03-24 - **Fivetran** — Layer: tools; Postings: 54; Share: 0.9818; Required: 54; Open postings: 39; First seen: 2026-03-24 - **SQL** — Layer: languages; Postings: 29; Share: 0.5273; Required: 27; Open postings: 21; First seen: 2026-06-18 - **Python** — Layer: languages; Postings: 29; Share: 0.5273; Required: 22; Open postings: 21; First seen: 2026-06-18 - **Databricks** — Layer: cloud; Postings: 26; Share: 0.4727; Required: 23; Open postings: 18; First seen: 2026-06-18 - **GCP** — Layer: cloud; Postings: 25; Share: 0.4545; Required: 21; Open postings: 15; First seen: 2026-06-18 - **CI/CD** — Layer: practices; Postings: 22; Share: 0.4; Required: 17; Open postings: 17; First seen: 2026-06-18 - **Apache Kafka** — Layer: cloud; Postings: 20; Share: 0.3636; Required: 16; Open postings: 13; First seen: 2026-06-18 - **Spark** — Layer: cloud; Postings: 20; Share: 0.3636; Required: 16; Open postings: 13; First seen: 2026-06-18 - **Matillion** — Layer: tools; Postings: 19; Share: 0.3455; Required: 14; Open postings: 14; First seen: 2026-06-18 - **Java** — Layer: languages; Postings: 18; Share: 0.3273; Required: 9; Open postings: 12; First seen: 2026-06-18 - **AWS Bedrock** — Layer: cloud; Postings: 14; Share: 0.2545; Required: 10; Open postings: 12; First seen: 2026-06-18 - **Copilot** — Layer: tools; Postings: 13; Share: 0.2364; Required: 12; Open postings: 11; First seen: 2026-06-18 - **Machine Learning** — Layer: practices; Postings: 13; Share: 0.2364; Required: 11; Open postings: 11; First seen: 2026-03-24 - **Cortex** — Layer: tools; Postings: 13; Share: 0.2364; Required: 9; Open postings: 11; First seen: 2026-06-18 - **Prometheus** — Layer: tools; Postings: 13; Share: 0.2364; Required: 0; Open postings: 11; First seen: 2026-06-18 - **Amazon Redshift** — Layer: data; Postings: 12; Share: 0.2182; Required: 12; Open postings: 10; First seen: 2026-07-21 - **LLM** — Layer: ai; Postings: 12; Share: 0.2182; Required: 12; Open postings: 10; First seen: 2026-06-18 - **LangChain** — Layer: frameworks; Postings: 12; Share: 0.2182; Required: 10; Open postings: 10; First seen: 2026-06-18 - **Amazon S3** — Layer: cloud; Postings: 12; Share: 0.2182; Required: 9; Open postings: 7; First seen: 2026-07-21 - **OpenAI** — Layer: cloud; Postings: 11; Share: 0.2; Required: 11; Open postings: 9; First seen: 2026-06-18 - **Amazon SageMaker** — Layer: cloud; Postings: 11; Share: 0.2; Required: 6; Open postings: 10; First seen: 2026-06-18 - **AI Agents** — Layer: practices; Postings: 10; Share: 0.1818; Required: 10; Open postings: 9; First seen: 2026-06-18 - **Scala** — Layer: languages; Postings: 10; Share: 0.1818; Required: 10; Open postings: 5; First seen: 2026-06-18 - **Azure Data Factory** — Layer: tools; Postings: 10; Share: 0.1818; Required: 7; Open postings: 7; First seen: 2026-07-21 - **RAG** — Layer: practices; Postings: 9; Share: 0.1636; Required: 7; Open postings: 8; First seen: 2026-06-18 - **Cassandra** — Layer: data; Postings: 9; Share: 0.1636; Required: 6; Open postings: 4; First seen: 2026-07-21 - **Apache NiFi** — Layer: tools; Postings: 9; Share: 0.1636; Required: 5; Open postings: 5; First seen: 2026-07-21 - **Bitbucket** — Layer: cloud; Postings: 9; Share: 0.1636; Required: 5; Open postings: 7; First seen: 2026-07-21 - **CloudFormation** — Layer: tools; Postings: 9; Share: 0.1636; Required: 5; Open postings: 7; First seen: 2026-07-21 - **Terraform** — Layer: tools; Postings: 9; Share: 0.1636; Required: 5; Open postings: 7; First seen: 2026-07-21 - **Flyway** — Layer: tools; Postings: 9; Share: 0.1636; Required: 3; Open postings: 7; First seen: 2026-07-21 - **Liquibase** — Layer: tools; Postings: 9; Share: 0.1636; Required: 3; Open postings: 7; First seen: 2026-07-21 - **GitHub** — Layer: cloud; Postings: 8; Share: 0.1455; Required: 6; Open postings: 6; First seen: 2026-07-21 - **Model Context Protocol** — Layer: tools; Postings: 8; Share: 0.1455; Required: 4; Open postings: 7; First seen: 2026-06-18 - **Gemini** — Layer: ai; Postings: 7; Share: 0.1273; Required: 7; Open postings: 5; First seen: 2026-06-18 - **Google BigQuery** — Layer: data; Postings: 7; Share: 0.1273; Required: 7; Open postings: 5; First seen: 2026-06-18 - **LangGraph** — Layer: frameworks; Postings: 7; Share: 0.1273; Required: 7; Open postings: 5; First seen: 2026-06-18 - **LLM Guardrails** — Layer: practices; Postings: 6; Share: 0.1091; Required: 6; Open postings: 4; First seen: 2026-06-18 - **Azure DevOps** — Layer: cloud; Postings: 6; Share: 0.1091; Required: 5; Open postings: 3; First seen: 2026-07-27 - **ChatGPT** — Layer: ai; Postings: 6; Share: 0.1091; Required: 5; Open postings: 6; First seen: 2026-07-27 - **Cursor** — Layer: tools; Postings: 6; Share: 0.1091; Required: 5; Open postings: 6; First seen: 2026-07-27 - **ElasticSearch** — Layer: data; Postings: 6; Share: 0.1091; Required: 3; Open postings: 2; First seen: 2026-07-21 - **Function Calling** — Layer: practices; Postings: 6; Share: 0.1091; Required: 2; Open postings: 6; First seen: 2026-06-18 - **Informatica** — Layer: tools; Postings: 5; Share: 0.0909; Required: 3; Open postings: 2; First seen: 2026-08-04 - … 52 more in the JSON form ## Changes ### First appeared - **Talend** — First seen: 2026-09-16 - **Alteryx** — First seen: 2026-09-16 - **Agentic Workflows** — First seen: 2026-08-04 - **Feature Store** — First seen: 2026-08-04 - **Vertex AI** — First seen: 2026-08-04 - **Informatica** — First seen: 2026-08-04 - **Pinecone** — First seen: 2026-08-04 - **Power BI** — First seen: 2026-07-29 ### Rising - **Azure DevOps** — Share from: 4; Share to: 17 - **LLM** — Share from: 17; Share to: 27 - **Informatica** — Share from: 4; Share to: 13 - **LLM Guardrails** — Share from: 9; Share to: 13 ### Falling - **SQL** — Share from: 87; Share to: 30 - **Python** — Share from: 87; Share to: 30 - **Java** — Share from: 65; Share to: 10 - **CI/CD** — Share from: 70; Share to: 20 - **Apache Kafka** — Share from: 65; Share to: 17 - **Spark** — Share from: 65; Share to: 17 - **Amazon Redshift** — Share from: 48; Share to: 3 - **Bitbucket** — Share from: 39; Share to: 0 ## Similar stacks - [BMC Software](https://alion.io/company/bmc-software/technologies) — Shared technologies: 81 - [Minfy Technologies](https://alion.io/company/minfy-technologies/technologies) — Shared technologies: 82 - [3Pillar Global](https://alion.io/company/3pillar/technologies) — Shared technologies: 78 - [Optum](https://alion.io/company/optum/technologies) — Shared technologies: 82 - [Tiger Analytics](https://alion.io/company/tigeranalytics/technologies) — Shared technologies: 88 - [Cornerstone OnDemand](https://alion.io/company/cornerstone-ondemand/technologies) — Shared technologies: 78 - [Blend360](https://alion.io/company/blend360/technologies) — Shared technologies: 77 - [Optimum Solutions](https://alion.io/company/optimum-infosystem/technologies) — Shared technologies: 77 --- [Page](https://alion.io/company/phdata/technologies) · [JSON](https://alion.io/company/phdata/technologies.json) Source: Alion (alion.io), 2026-11-11. 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