Data Engineer

5+ years of experience in Data Engineering
Strong programming skills in Python and SQL
Hands-on experience with AWS services (S3, Glue, Redshift, Lambda, EMR)
Experience with big data tools like Apache Spark, Hadoop, or Kafka
Knowledge of Machine Learning concepts and model lifecycle
Experience with ETL/ELT frameworks and data pipeline orchestration
Strong understanding of data warehousing and data lakes
Preferred Skills:
Experience with ML frameworks (TensorFlow, PyTorch, Scikit-learn)
Familiarity with Airflow for workflow orchestration
Knowledge of Docker and Kubernetes
Experience in real-time streaming (Kafka, Kinesis)
Exposure to CI/CD and DevOps practices