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Data Engineer
3 months ago
- Competitive Compensation
- Flexible Scheduling
- Career Growth Opportunities
- Identify and understand needs
- Assessment and decomposition of requirements
- Development and presentation of design solutions
- Cost benefit analysis of design solutions
- Documentation of design solutions in proposals.
- 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.
- Bachelor's degree required. Advanced degree preferred.
- Minimum five to seven years of experience in systems architecture, solution design and solution implementation.
- Strong problem solving skills with an emphasis on product development.
- Experience using statistical computer languages (R, Python, SLQ, etc.) to manipulate data and draw insights from large data sets.
- Experience working with and creating data architectures.
- Knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and their real-world advantages/drawbacks.
- Knowledge of advanced statistical techniques and concepts (regression, properties of distributions, statistical tests and proper usage, etc.) and experience with applications.
- Excellent written and verbal communication skills for coordinating across teams.
- A drive to learn and master new technologies and techniques.
- Excellent planning skills in both tactical and strategic planning.
- The ability to work on multiple concurrent projects is essential.
- Strong self-motivation and the ability to work with minimal supervision.