I have a Casual Dining Restaurant client that is requesting an RFP on having a menu pricing analysis and tracking model created that will help them determine what products and/or markets they could possible increase pricing. As a result, I am looking to put together a small team of Statisticians/Machine learning/Math experts
Restaurant concepts are known for their 'dirty' data specifically:
1) their menu items are not categorized
2) the way they program their POS they sometimes do not capture the full price of Combo items
3) they do not have a history of the promotions/discounts they have historically conducted (in local markets)
So I need the team to not only be experts in the math/stats/machine learning aspect...but the 'data' model/cleansing aspect as well.
Education: Masters or PhD in Statistics/Computer Science/Mathematics
Must be able to program, preferably in different programming languages such as Python, R, Java, Ruby, Clojure, Matlab, Pig or SQL.
Should have an understanding of Hadoop, Hive, Spark, Google BigQuery, AWS Redshift and/or MapReduce
Please indicate hourly Rate