Data Engineer​/Scientist

Overview

Your Title :
Data Engineer/Scientist

Job Location: [US]

Are you an enthusiastic and self-motivated Data Engineer / Scientist eager to contribute your expertise to our dynamic and innovative team? Join us in leveraging data to drive meaningful business outcomes and contribute to the success of Trimble's data-driven initiatives.

• Design, develop, and program methods, processes, and systems to deploy ML models (e.g., logistic regression, XGBoost) to predict churn risk for Sketch Up's diverse customer base.
• Generate actionable insights and solutions by translating complex model outputs into business-friendly insights for targeted retention strategies.
• Collaborate with product and go-to-market teams to engineer impactful features from raw customer data, developing metrics for tracking engagement and activity facilitating better understanding of customer behavior.
• Develop software programs, algorithms, and automated processes to cleanse, integrate, and evaluate datasets for customer segmentation, ML model training and evaluation.
• Extract meaningful insights from data and effectively communicate findings to optimize churn prediction models using metrics like AUC and lift.

• Bachelor's Degree in Computer Science, Data Analytics, Engineering, or a related field. Master’s and Ph.D. graduates welcome.
• Minimum of 5 years of experience in data science, data engineering or a related field, with demonstrated expertise in building, evaluating, and deploying machine learning models for predictive analytics, particularly in areas like churn prediction.
• Strong critical thinking abilities and the capacity to work autonomously.
• Proficient understanding of key data engineering concepts, such as data lakes, columnar formats, ETL tools, and BI tools, coupled with strong statistical modeling skills for churn analysis and customer segmentation, including cohort analysis and the use of demographic and firmographic data.
• Demonstrated passion and aptitude for problem-solving.
• Proficiency in Python & SQL - other languages a benefit.
• Effective collaboration skills within a team environment.

Dedicated to the world’s tomorrow, Trimble is a technology company delivering solutions that enable our customers to work in new ways to measure, build, grow and move goods for a better quality of life. Core technologies in positioning, modeling, connectivity and data analytics connect the digital and physical worlds to improve productivity, quality, safety, transparency and sustainability. From purpose-built products and enterprise lifecycle solutions to industry cloud services, Trimble is transforming critical industries such as construction, geospatial, agriculture and transportation to power an interconnected world of work.

For more information about Trimble (NASDAQ: TRMB), visit

Hybrid location verbiage:
Under a flexible work arrangement (hybrid), this resource primarily supports the Architecture, Engineering, Construction and Owners (“AECO”) Segment and works collaboratively more widely.

In a hybrid role, you will work with your manager and team lead to establish a mutually agreeable schedule for your time working in the office based on the position and the business need. Typically hybrid positions are 1-3 days per week, or 20%-60% of the month in the office.

Trimble Sketch Up is the most widely used 3D design environment in the world - delighting architects, interior designers, construction companies, woodworkers and hobbyists around the world. With more than a million subscribers - and many more users of our free offerings - being part of Sketch Up is being part of a movement.

We believe in celebrating our differences. That is why our diversity is our strength. To us, that means actively participating in opportunities to be inclusive. Diversity, Equity, and Inclusion have guided our current success while also moving our desire to improve. We actively seek to add members to our community who represent our customers and the places we live and work.

We have programs in place to make sure our people are…