Predictive Analytics Expert
5 days ago
Aegistech Data Science Leader
We are seeking a skilled Data Science Leader to join our team and drive the success of our analytics and predictive capabilities. As a key member of our Data Science & Analytics team, you will be responsible for leading the development of our data engineering, predictive modeling, and generative modeling efforts.
Key Responsibilities- Data Strategy: Develop and execute a comprehensive data strategy that aligns with our business goals and objectives.
- Team Leadership: Lead and manage a team of data scientists and engineers to achieve our analytics and predictive modeling goals.
- Technology Selection: Evaluate and select the best technologies and tools to support our data engineering, predictive modeling, and generative modeling efforts.
- Collaboration: Collaborate with cross-functional teams to ensure our analytics and predictive modeling efforts are aligned with our business objectives.
Requirements:
- 8+ years of experience in a data science or machine learning role.
- Experience with business efficiency metrics, such as: Customer Acquisition Cost (CAC), Revenue Acquisition Cost (RAC), Retention, Margin, Annual Recurring Revenue (ARR), Lifetime Value (LTV), and Engagement.
- Experience with at least one dashboarding tool, such as: Tableau, Power BI, Looker, Google Data Studio, Streamlit, Dash, etc.
- Proficiency with Python
- Proficiency with SQL
- Knowledge of machine learning algorithms and statistical techniques for predictive modeling, such as: Regression, Classification, Clustering, Time Series Analysis, and Optimization.
- Proficiency with end-to-end pipelines.
- Expert knowledge in model evaluation metrics.
- Experience pulling data from various third-party systems and APIs.
- Proficiency with version control.
- Proven ability to work both independently and as part of a team.
Estimated Salary: $150,000 - $220,000 per year
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