Aamazing IT Sacramento, CA
- Posted: over a month ago
Data Scientist who will support our factory and delivery leadership teams with insights gained from analyzing company data. The ideal candidate is adept at using large data sets to find opportunities for service and process optimization and using models to test the effectiveness of different courses of action. They must have strong experience using a variety of data mining/data analysis methods, using a variety of data tools, building and implementing models, using/creating algorithms and creating/running simulations. They must have a proven ability to drive business results with their data-based insights. They must be comfortable working with a wide range of stakeholders and functional teams. The right candidate will have a passion for answering questions from leadership and customers hidden in large data sets and working with stakeholders to improve business outcomes.
Responsibilities for Data Scientist
Work with stakeholders throughout the organization to identify opportunities for leveraging company data to drive business solutions. Mine and analyze data from company databases to drive optimization and improvement of product development, marketing techniques and business strategies. Assess the effectiveness and accuracy of new data sources and data gathering techniques. Develop custom data models and algorithms to apply to data sets. Use predictive modeling to increase and optimize customer experiences, revenue generation, ad targeting and other business outcomes. Develop company A/B testing framework and test model quality. Coordinate with different functional teams to implement models and monitor outcomes. Develop processes and tools to monitor and analyze model performance and data accuracy.
Qualifications for Data Scientist
Experience creating and using advanced machine learning algorithms and statistics: regression, simulation, scenario analysis, modeling, clustering, decision trees, neural networks, etc. -
Experience analyzing data from 3rd party providers: ITSM, Chat Bot, Knowledge Base, Twilio, etc.
Experience with distributed data/computing tools: Map/Reduce, Hadoop, Hive, Spark, Gurobi, etc.
Experience visualizing/presenting data for stakeholders using: PowerBI, Periscope, Business Objects, D3, ggplot, etc. Certifications (like to have at least one) dasca.org: ABDE, SBDE, ABDA, or SBDA or compariable
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