3-5 years of experience as a Data Engineer, having built large and complex data pipelines  Experience designing, building and operationalizing large scale enterprise data solutions and applications using AWS data and analytics services in combination with other services platforms  Spark, EMR, RedShift, Kinesis, Kinesis Firehose, Athena, Lambda & AWS Glue  Thorough knowledge of AWS concepts for use in day-to-day development regarding security, networking, and other concepts