Imad Z.

Hey dear, in this case i will resume you some of what you would expect from me as a data engineer : Data Modeling: Work with unorganized data and come up with a normalized data model Managing tables: selecting records, inserting/updating/deleting records efficiently, various table joins and data aggregation Data cleansing and preparation: deal with missing data, unformatted or non-standard data, translate data analysis questions into data queries and address anomalies found in data sets Feature engineering: assist data scientists in creating and transforming features to suit the business analytics or machine learning problem, e.g. continuous to categorical, binning, binary coding, weight of evidence, etc. Data Integration: integrate various data platforms into a working pipeline, Hadoop, Spark, NoSQL Solutions, Cloud Platforms: Data Architecture and Security: ability to plan comprehensive blueprints for data infrastructure, along with security principles (network, system, user, table, row access) Data Applications: expose outputs and processes into a working application prototype (MVC) - mobile/web-based visualizations, user interface, and back-end glue-code to databases and also as a software dev : Software development Software testing and debugging Problem solving and logical thinking Written and verbal communication Teamwork