Predictive Modeling Expert
3 weeks ago
Estimated Salary: $180,000 - $200,000 per year
About the Role:We are seeking an experienced Predictive Modeling Expert to join our team at ZipRecruiter. The successful candidate will have a strong background in machine learning and predictive modeling, with the ability to develop and deploy models that deliver significant business value.
Key Responsibilities:- Model Development and Deployment: Develop and deploy predictive models to solve business challenges, such as customer segmentation, demand forecasting, and recommendation systems. You will use machine learning frameworks like TensorFlow, PyTorch, or Scikit-learn to develop models that deliver impact.
- Data Visualization and Reporting: Create compelling data visualizations and dashboards using tools like Tableau, Power BI, or D3.js. You will translate complex data insights into easily understandable reports that drive business decisions.
- Cross-Functional Collaboration: Work closely with product managers, engineers, and other stakeholders to understand business needs and deliver data-driven solutions. You will ensure that insights are communicated effectively and that data is integrated into product development and strategy.
- Experimental Design and Analysis: Design and conduct experiments to optimize product features, marketing campaigns, and user experiences. You will analyze the results and provide recommendations based on statistical rigor.
- Predictive Modeling Expertise: Strong knowledge of machine learning algorithms, data modeling techniques, and predictive modeling. You are comfortable applying various predictive modeling methodologies to solve business problems.
- Programming and Data Manipulation: Proficiency in programming such as Python, R, or SQL. You have experience working with data manipulation libraries like Pandas, NumPy, or Spark, and are comfortable querying and processing large datasets.
- Data Visualization: Expertise in creating impactful data visualizations and dashboards using tools like Tableau, Power BI, Matplotlib, or Seaborn. You know how to communicate complex insights in a clear, visually compelling manner.
- Statistical Analysis and Testing: Solid understanding of statistical methods, hypothesis testing, A/B testing, and experimentation. You have experience conducting tests and making data-driven decisions.
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