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Data Science Summer Internship

Learn more about Crowe
Crowe

Crowe

Data Science Summer Internship

Chicago, IL
Internship
Paid
  • Responsibilities

    YOUR JOURNEY AT CROWE STARTS HERE:

    At Crowe, you have the opportunity to deliver innovative solutions to today’s complex business issues. Crowe’s accounting, consulting, and technology personnel are widely recognized for their in-depth expertise and understanding of sophisticated process frameworks and enabling technologies, along with their commitment to delivering measurable results that help clients build business value. Our focus on emerging technology solutions along with our commitment to internal career growth and exceptional client value has resulted in a firm that is routinely recognized as a “Best Place to Work.” We are 75 years strong and still growing. Come grow with us! 

    DATA SCIENCE AT CROWE:

    We are a team of about 30 data scientists, machine learning engineers, and project managers, spread across several projects delivering products in professional services. Our work often starts in a Jupyter notebook and local IDE development, but rarely ends there; we deliver ML models as scalable, enterprise-ready API services. We attend DS conferences and gather for a Book Club/Journal Club to discuss the latest developments in ML or consider broader issues in ethics, productivity, and culture. Come work with us!  

    ROLE SUMMARY:

    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.  

    Important: 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 that may be prioritized for an internship:

    • 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

     

    ROLE EXPECTATIONS:

    This is a fast-paced environment with a high learning curve, so we provide many resources and on-the-job training opportunities – if you are willing to learn and build your areas of expertise, you will succeed.  The data science internship is intended to expose the intern to what it means to do data science on a team in an enterprise setting. To that end, there are three major components with which an intern should expect to engage. 

    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 (cicd/k8s) 

    • 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

     

    EDUCATION

    We are seeking college sophomore or junior level students completing their studies and pursuing academic degrees in one of the following preferred majors (or similar background). A minimum 3.0 GPA (major and cumulative) is required; 3.2 GPA (major and cumulative) is preferred. 

    • Data Science 

    • Computer Science 

    • Mathematics 

    • Natural or Social Sciences 

    • Relevant additional backgrounds also considered

     

    LOCATIONS

    • Chicago/Oak Brook, IL

    • Indianapolis, IN

    MORE ABOUT CROWE

    Crowe LLP (www.crowe.com) is a public accounting, consulting and technology firm with offices around the world. Crowe uses its deep industry expertise to provide audit services to public and private entities. The firm and its subsidiaries also help clients make smart decisions that lead to lasting value with its tax, advisory, and consulting services. Crowe is recognized by many organizations as one of the best places to work in the U.S. As an independent member of Crowe Global, one of the largest global accounting networks in the world, Crowe serves clients worldwide. The network consists of more than 200 independent accounting and advisory services firms in more than 130 countries around the world.

  • Industry
    Management Consulting
  • About Us

    You may know Crowe as a public accounting firm. While that’s certainly where we started, we’ve evolved to become a modern, future-focused accounting, consulting and technology firm with a fresh approach to client-service and team member happiness. Today, we bring advanced tech into every part of our business, from the fingertips of our diversely talented colleagues, to the screens of our dynamic clients around the globe. Our culture encourages our people to work on their terms, when and how they want, with a focus on delivering exceptional service to our clients.