Predictive Analytics Expert

5 days ago


Baltimore, Maryland, United States Aegistech Full time

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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