AWS Data Engineer

Required Skills:
• Strong experience in Python, SQL, PySpark 
• Hands-on experience with AWS services:
• Experience with Apache Spark, Airflow, Kafka
• Knowledge of Data Warehousing concepts
• Experience with CI/CD and DevOps tools
• Strong understanding of REST APIs
AI / ML Skills:
• Experience integrating ML models using SageMaker 
• Knowledge of NLP / Generative AI / LLM concepts 
• Experience with vector databases or embeddings is a plus 
• Familiarity with prompt engineering / AI workflows