Our company provides labor-only moving services. We are currently seeking a data science contractor with specific expertise in predictive analytics and machine learning to help us enhance our marketing efforts.
Project Goal: To develop predictive models that can identify trends and predict future customer behavior based on our existing data. We hope to leverage these insights to better personalize our marketing strategy, increase customer engagement, and ultimately grow our business.
Tasks:
- Analyze our existing customer and marketing data to identify trends and patterns.
- Develop and implement predictive models to forecast customer behavior.
- Work closely with our team to translate the data into actionable marketing strategies.
- Provide ongoing monitoring and adjustment of the models as necessary.
- Prepare clear reports and visualizations to explain your findings to our team.
Skills and Qualifications:
- Proven experience in data science, with a focus on predictive analytics and machine learning.
- Proficiency in relevant data analysis and machine learning tools (e.g., R, Python, SPSS, RapidMiner, Google Cloud's AutoML, Azure Machine Learning).
- Experience with data visualization tools (e.g., Tableau, PowerBI).
- Excellent communication skills, with the ability to translate complex data into easy-to-understand insights.
- Prior experience in the moving industry or a similar field is a plus.
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