Shifting Data Science Left: Software Engineering Practices for Data Scientists
Struggling to get data science projects into production? Learn how leading teams apply agile engineering principles to move faster, collaborate better, and deliver real-world impact faster.
Sign Up for our Virtual Customer Tech Hour
May 28th, 2025 1:00 PM ET | 10:00 AM PT
Join Us for Customer Tech Hour!
Tired of investing time in data science projects that never deliver real results? Join us to learn how top teams are applying software engineering principles to data science with one clear goal: getting to production faster.
Our team will walk through the mindsets and methods that lead to faster development cycles, smoother handoffs, and more reliable, production-ready outcomes.
We’ll cover essential practices such as thoughtful project planning, scalable design, effective tooling, and strong team structures that help data scientists consistently deliver work ready for the real world. You'll leave with a clear foundation to turn ideas into impact and models into deployed solutions.
In this session, you'll learn:
- Plan and scope data science projects with production in mind from day one
- Apply software design philosophies to improve reusability and scalability
- Choose the right tools and frameworks for seamless collaboration and deployment
- Build team structures and workflows that move fast without sacrificing quality
- Avoid common pitfalls that stall or derail projects before they reach production