Sr. Data Scientist
Santa Ana, CA
6 months
Job Description : What is the specific title of the position? Senior Data ScientistWhat Project / Projects will the candidate be working on while on assignment? 1) Field Team Modernization / Intelligent Decision Management - build and support of new predictive data models 2) Coding Transformation - build and support of new / existing predictive data models 3) Ad hoc data analysisIs this person a sole contributor or part of a team? If so, please describe the team? (Name of team, size of team, etc.)Individual contributor within Decision Intelligence team.
What are the top 5-10 responsibilities for this position? (Please be detailed as to what the candidate is expected to do or complete on a daily basis) Analytic data model development Quality check of output from other developers Data exploration / research Documentation of logic and results Presentation of logic and results to team and stakeholders
What software tools / skills are needed to perform these daily responsibilities? See below
What skills / attributes are a must have? Programming : SQL, Python, Spark, Hive Libraries : Scikit-Learn, Numpy Analytics : Regression, Classification, Clustering, (Decision Trees, SVM, Linear Regression, Logistic Regression, KNN, KMeans) Visualization : Matplot Systems : UNIX, Windows Soft : Integrity, strong verbal and written communication, teamwork, creativity Experience : 3-4 years related field
What skills / attributes are nice to have? Analytics : Neural Networks, Graph Computation, Approximate Nearest Neighbors, Time Series, NLP Visualization : Tableau, Plotly, Excel Infrastructure : Big Data, Cloud Computing, High Performance Computing (GPUs) Experience : 5+ years related field
Sr. Data Scientist • Santa Ana, California, United States
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