Apache Spark

data_ml

Moteur de traitement distribué pour big data, créé à Berkeley en 2009, passé à Apache. APIs en Scala / Java / Python / R. Plus rapide que Hadoop MapReduce grâce à l'exécution en mémoire. Standard de l'industrie pour les pipelines data à grande échelle.

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

═══ SALAIRES

> données insuffisantes pour Apache Spark (3 offresavec salaire dans le scope — seuil : 30)

>co-occurrences pour Apache Spark(76 offres · data_ml)
>data_ml(19)
Databricks3748.7%
MLflow3343.4%
Delta Lake3140.8%
Apache Kafka1317.1%
MLOps810.5%
Airflow810.5%
dbt810.5%
Vertex AI45.3%
Power BI45.3%
PyTorch33.9%
Ray22.6%
Tableau22.6%
scikit-learn22.6%
TensorFlow22.6%
Iceberg11.3%
Talend11.3%
Looker11.3%
pandas11.3%
vLLM11.3%
>cloud(3)
AWS3039.5%
Azure2938.2%
GCP2634.2%
>language(11)
Python3444.7%
Java1722.4%
Scala1114.5%
Go45.3%
C#33.9%
Kotlin11.3%
C++11.3%
PHP11.3%
R11.3%
Swift11.3%
Rust11.3%
>devops(12)
Kubernetes1519.7%
Docker1317.1%
Terraform1013.2%
Jenkins56.6%
Ansible45.3%
GitLab CI45.3%
Prometheus33.9%
Grafana22.6%
Splunk11.3%
Datadog11.3%
ArgoCD11.3%
Helm11.3%
>database(11)
SQL1925.0%
Snowflake67.9%
MySQL45.3%
BigQuery45.3%
SQL Server45.3%
PostgreSQL33.9%
Oracle33.9%
Elasticsearch33.9%
MongoDB22.6%
Redis11.3%
Redshift11.3%
>ai(10)
LLM1519.7%
RAG810.5%
LangChain45.3%
Hugging Face22.6%
Cursor22.6%
fine-tuning22.6%
Amazon Bedrock22.6%
GitHub Copilot11.3%
Claude11.3%
Mistral AI11.3%
>productivity(1)
Excel3140.8%
>tool(3)
Git79.2%
GitLab67.9%
Maven45.3%
>backend_framework(5)
Spring67.9%
Spring Boot56.6%
.NET33.9%
FastAPI11.3%
Node.js11.3%
>mobile(4)
Android22.6%
iOS22.6%
Jetpack Compose11.3%
SwiftUI11.3%
>frontend_framework(2)
Angular45.3%
React11.3%
>os(1)
Linux45.3%
>identity(3)
LDAP22.6%
Entra ID11.3%
Okta11.3%
>erp(1)
SAP22.6%
>certification(1)
PMP11.3%
>api(1)
REST11.3%

═══ OFFRES RÉCENTES (Apache Spark)

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