Data Scientist

Position: Data Scientist
Location: Eagan, MN (Remote)
Duration: Fulltime

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 datamunging, datacleansing, 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