Data Science and Engineering

Gather More Value and Insights From Your Data.

WillowTree’s Data Science and Engineering (DSE) practice offers deep expertise in data engineering, machine learning and AI, data visualization, and business intelligence.

WillowTree's DSE team helps your company thrive at every level of data maturity.

End-to-end data science & engineering capabilities.

Data engineering & MLOps
  • Data Warehousing & Data Lakes
  • Big Data Processing
  • MLOps Pipelines
Model development, AI & ML
  • Generative AI
  • Forecasting and Segmentation with Machine Learning Models
  • NLP, OCR, and Computer Vision
Data visualization & business intelligence
  • Custom Dashboards
  • Data Mining & Extraction

Flexible, scalable collaboration models.

Our team of 60+ global practitioners has advanced degrees in statistics, machine learning, and computer science, and supports cutting-edge use cases across industry sectors and technologies.

Autonomous squads
Accelerate roadmaps and scaled programs with self-contained, pre-normed delivery teams.
Staff augmentation
Bolster your data teams with world-class data engineers and scientists.
Project delivery
Support the entire data lifecycle, from strategy and early PoCs, to execution and optimization.

Unlocking value for clients across verticals.

Optimizing conversion with a ML matching algorithm.

What if finding a financial advisor was as easy as a dating app? Compatibility matching inspired Edward Jones’ Financial Advisor Matching Tool, now live across EJ’s web properties. By leveraging a custom-built, machine learning matching algorithm, EJ’s Matching Tool helps prospective clients find the right advisor for their needs and aspirations.

Partnering with a top Global Credit Reporting Company

Modernizing data pipelines and ML infrastructure.

Data is intrinsic to building consumer credit. Just ask one of our recent clients, a renowned data analytics and consumer credit reporting firm. Via its credit monitoring system, our client informs 3.6 billion credit decisions annually, protecting 134 million consumers from fraud. The industry-leading firm asked WillowTree to modernize its entire data infrastructure by incorporating modern machine learning capabilities and best practices. In doing so, we delivered tangible and significant business outcomes.

3 months
to rapidly rebuild data infrastructure from scratch
reduction in processing times
50 datasets
added and processed within six months
100 models
deployed to business users

Incorporating data into a powerful UX for tomorrow's electrical grid.

Schneider is a global leader in transformational digital energy management and automation. The firm asked WillowTree to reimagine the front-end UX of an emerging micro-grid product. In just four weeks, WillowTree created a working prototype of the redesigned dashboard, featuring data visualizations that power deeper intelligence among external users and internal business units.

Now, we’re partnering with Schneider to perform technical and user research that will inform the MVP for its forthcoming, modernized micro-grid software product.

Additional challenges we’ve solved:

“How can we use GPT to accelerate our data strategies?”
“When do we proactively transfer a customer from a chatbot experience to a live agent?”
“How do we automate removing sensitive personal info from clinical data?”
“How do we architect South America’s largest credit dataset?”

We’re ready to help.

WillowTree’s DSE team is excited to bring our deep expertise to unlock the value of your data.
Contact us