What are the responsibilities and job description for the Data Scientist position at Collabera LLC?
Job Description
DayToDay Responsbilities:
- Work with product engineering and Customer Support on identifying problems in different areas where data mining/machine Retrieve, synthesize, and present critical data in a format that is immediately useful to answering specific questions or improving system performance.
- Assist team members with data collection, Exploratory Data Analysis including cleaning, visualization, model building, training, testing, and presentation, apply data mining techniques to cleanse and explore large, complex data sets in preparation for further analysis and also apply appropriate data-reduction, feature selection, and feature engineering techniques
- Apply advanced machine learning algorithms, statistical methods and predictive modeling techniques on large and varied data sets that include application logfiles, other online application telemetry, structured and unstructured data sources
- Collaborate daily with other analytics team members implementing data analysis and machine learning techniques
- Autonomously direct data science initiatives to uncover business value using statistical, machine learning and analytics techniques
- Design research methods that address questions related to predicting educational outcomes, designing impactful software, and other strategic issues
- Analyze research results, draw actionable insights, and present findings to product management and development personnel
- Lead the development of business requirements and functional algorithms that can be used in real-time production environments
- Provide on-going tracking and monitoring of performance of algorithms and statistical models, troubleshoot and implements enhancements and fixes to these systems as needed.
- Work closely with product teams to assist them with implementation of recommended data-driven solutions.
- Prepare execution strategy documentation.
- Conduct Governance call with Charter stakeholders.
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