dbt

data_ml

Outil open-source de transformation de données analytics (dbt = data build tool), créé en 2016. Repose sur du SQL templaté en Jinja, avec tests et lineage intégrés. Tourne sur Snowflake, BigQuery, Redshift, Databricks. Standard du modern data stack côté T du ELT. Édition Core (gratuite) et dbt Cloud (SaaS).

>Co-occurrences observées dans les offres d'emploi tech réelles (France Travail, Adzuna, ATS publics).

═══ SALAIRES

> données insuffisantes pour dbt (2 offresavec salaire dans le scope — seuil : 30)

>co-occurrences pour dbt(51 offres · data_ml)
>data_ml(22)
Airflow1631.4%
Looker1121.6%
Power BI917.6%
Tableau917.6%
Apache Spark815.7%
Databricks713.7%
MLOps59.8%
Apache Kafka47.8%
Amplitude47.8%
Dagster35.9%
Iceberg35.9%
Talend23.9%
Ray23.9%
Trino23.9%
MLflow23.9%
pandas23.9%
NumPy12.0%
Delta Lake12.0%
Weights & Biases12.0%
Vertex AI12.0%
TensorFlow12.0%
PyTorch12.0%
>database(10)
SQL4180.4%
BigQuery1733.3%
Snowflake1121.6%
PostgreSQL713.7%
Redshift59.8%
SQL Server47.8%
Redis47.8%
Elasticsearch35.9%
MongoDB12.0%
ClickHouse12.0%
>language(9)
Python3262.7%
TypeScript611.8%
Java47.8%
Kotlin35.9%
Swift35.9%
C#35.9%
Go23.9%
PHP23.9%
Scala12.0%
>devops(9)
Terraform1325.5%
Kubernetes1223.5%
Docker713.7%
Datadog59.8%
GitLab CI35.9%
Grafana23.9%
Prometheus12.0%
ArgoCD12.0%
GitHub Actions12.0%
>cloud(3)
GCP1937.3%
AWS1223.5%
Azure815.7%
>ai(9)
Claude713.7%
GitHub Copilot23.9%
LLM23.9%
Cursor23.9%
ChatGPT23.9%
Mistral AI23.9%
fine-tuning12.0%
RAG12.0%
Amazon Bedrock12.0%
>tool(3)
Git713.7%
GitLab611.8%
RabbitMQ35.9%
>backend_framework(6)
Node.js47.8%
.NET35.9%
Flask23.9%
Symfony23.9%
Ruby on Rails23.9%
FastAPI23.9%
>frontend_framework(3)
React59.8%
Angular12.0%
Vue.js12.0%
>productivity(4)
Excel23.9%
SharePoint12.0%
Jira12.0%
Confluence12.0%
>mobile(4)
React Native23.9%
iOS12.0%
Android12.0%
SwiftUI12.0%
>api(2)
GraphQL23.9%
REST12.0%
>erp(2)
Sage12.0%
SAP12.0%
>certification(1)
SAFe12.0%

═══ OFFRES RÉCENTES (dbt)

>les 5 offres les plus récentes du scope — le lien ouvre l'offre chez la source.