Senior Marketing Data Scientist
San Antonio Home Office I, United States
USD 143K-273K Senior-level Full Time
Tasks
- Assess model regulatory implications and expectations
- Build audience strategy models
- Build reusable production quality algorithms
- Communicate results to non technical partners
- Compose technical documentation
- Develop and deploy models in model risk management framework
- Develop optimization solutions
- Develop scalable machine learning solutions
- Develop simulation solutions
- Escalate potential issues
- Execute analysis and modeling
- Gather interpret and manipulate structured data
- Gather interpret and manipulate unstructured data
- Integrate first party and third party data
- Maintain best practices for model development
- Maintain reusable production quality algorithms
- Manage project milestones risks and impediments
- Mentor junior data scientists
- Partner with data engineering and IT for production deployment
- Prioritize analytics and modeling problems
- Recommend analytical and modeling projects
- Resolve identities across marketing channels
- Select modeling techniques
- Translate business requests into analytical questions
Perks/Benefits
- 401k
- Adoption Assistance
- Career development and continuing education
- Comprehensive medical, dental and vision plans
- Life insurance
- Paid Holidays
- Paid time off
- Paid volunteer hours
- Parental benefits
- Pension
- Relocation assistance
- Remote eligible
- Wellness programs
Skills/Tech-stack
Clickstream analytics | Clustering | DBSCAN | Data Modeling | Data Preprocessing | Data Visualization | Data cleaning | Databricks | Decision Trees | Deterministic matching | Discriminant analysis | Google BigQuery | HQL | Hierarchical Clustering | Identity resolution | JSON | K-Means | K-means Clustering | Linear Regression | Logistic Regression | Machine Learning | NoSQL | Optimization | Power BI | Probabilistic matching | Python | R | Random Forest | SQL | Simulation | Snowflake | Statistical Analysis | Support Vector Machines | Tableau | Vector machines | XML
Education
Associate Degree | Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
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