You might hire a data engineer to:
- Work with data to solve business problems, building and maintaining the infrastructure to answer questions and improve processes
- Help streamline data science workflows, adding value to product offerings and building out customer lifecycle and retention models 
- Work closely with the data science and business intelligence teams to develop data models and pipelines for research, reporting, and machine learning 
- Be an advocate for best practices and continued learning 
| Required skills and qualifications | Preferred skills and qualifications | 
| Three or more years of experience with Python, SQL, and data visualization/exploration tools | Master’s degree (or equivalent) in statistics, applied mathematics, or related discipline | 
| Familiarity with the AWS ecosystem, specifically Redshift and RDS | Experience building or maintaining ETL processes | 
| Communication skills, especially explaining technical concepts to nontechnical business leaders | Professional certification | 
| Comfort working in a dynamic, research-oriented team with concurrent projects |