Data Engineering experience:
- Database Management - SQL and NoSQL
- Big Data Technologies - Apache Hadoop and Apache Spark
- ETL (Extract, Transform, Load) Processes - Apache NiFi, Talend, or Apache Airflow
- Data Architecture and System Design
Machine Learning /AI and Data Science Understanding:
- Experience in deploying and managing machine learning models in production environments