Data Scientist

2 weeks ago

Eagan, United States ApTask Full time

Position: Data Scientist

Location: Eagan, MN (Remote)

Duration: Full-time


Job Description:

•Collecting data through means such as analyzing business results or by

•setting up and managing new studies

•Transferring data into a new format to make it more appropriate for analysis

•Searching through large data sets for usable information

•Creating new, experimental frameworks to collect data

•Building tools to automate data collection

•Correlating similar data to find actionable results

•Creating reports and presentations for business uses


Skills Required

•Statistics – Frequentist & Bayesian − C++, Python, R, PySpark, Juoyter Lab, Pycharm

•Exploratory Data Analysis, Visual Analytics − Oracle, MySQL

•Windows, Linux − A/B Testing

•Hadoop, Spark, MLlib, Git − Design of Experiments (DoE)

•Natural Language Processing (NLP) models

•Pandas, Numpy, Matplotlib, Scikit[1]Learn, Scipy and NltkTK in Python for developing various machine learning algorithms.

•Leadership and Communication Skills − ML Algorithms: LR, SVM, Ensemble Trees, Matrix

•Factorization, Neural Networks, Clustering

•Analysis, Dimensionality Reduction Algorithms,

•Optimization problems a plus

•Experiences

•Experience in linear algebra, especially sparse systems

•Experience in data munging, data cleansing, feature selection, feature engineering.

•Developed Recommender Systems

•Developed forecasting model to predict revenue using Python libraries.

•Candidate should be very client oriented, proactive, innovative, problem solver

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