Machine Learning Intern

About the Role

The Data Science (DS) internship at Crowe follows the firmwide calendar, approximately overlapping the academic summer. DS interns will have a designated data scientist mentor and will spend the majority of their time working on a data science project overseen by that mentor. The expectation is that at the end of the internship, functional and demonstrable progress has been made in a way that can be integrated into the functional portfolio of the team.

The data science internship does not necessarily transition to a full-time role at the end of the period. Depending on team need, firm budget, and fit, interns should not expect their time to conclude with an offer.

Example Projects

• Anomaly detection using deep neural networks
• Numerical optimization applied to problems in manufacturing
• Personal identifiable information (PII) and personal health information (PHI) detection in natural language

Areas of Focus

Modeling

• Understanding how to frame business problems as data science problems
• Navigating the full data science lifecycle: research and exploration, development, deployment, support
• Using correct model selection and training procedures to prevent common modeling errors
• Creating reasonable test scenarios and diagnostic measures

Software Development

• Writing high-quality Python (readable, reusable, modular, and well-abstracted code)
• Using Linux, the terminal, and other core development tools
• Understanding source control (git), containerization (docker), and deployment technologies (CI/CD, Kubernetes)
• Participating in code reviews

Business Value and Processes

• Contributing to team development processes and agile/scrum rituals
• Helping to clarify and prioritize work, define success criteria, and own work item completion
• Applying all relevant change management controls for risk and compliance policies
• Presenting work clearly to technical and non-technical audiences

Requirements

• Relevant majors: Data Science, Computer Science, Mathematics, Natural or Social Sciences
• Relevant additional backgrounds also considered
• Uphold Crowe’s values of Care, Trust, Courage, and Stewardship
• Act ethically and with integrity at all times

Pay

A reasonable estimate of the current range is $27.00 - $42.00 per hour.

Benefits

Crowe offers employees a comprehensive total rewards package, including:

• Exceptional people experience in an inclusive culture that values diversity
• Consistent career coaching to guide career goals and aspirations