Data Engineer/Scientist

Trimble • Westminster, GA

15d • Hybrid

About The Position

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. Unleash your potential as a Trimble Data Engineer and Scientist! Working closely with your manager and team, you will leverage your expertise to drive impactful business outcomes, particularly in understanding and improving customer retention for SketchUp. Your path to impactful action starts here:

Requirements

• 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.

Responsibilities

• Design, develop, and program methods, processes, and systems to deploy ML models (e.g., logistic regression, XGBoost) to predict churn risk for SketchUp'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.

Benefits

• Trimble offers comprehensive core benefits that include Medical, Dental, Vision, Life, Disability, Time off plans and retirement plans.
• Most of our businesses also offer tax savings plans for health, dependent care and commuter expenses as well as Paid Parental Leave and Employee Stock Purchase Plan.
• If this position is identified above as commission- or bonus-eligible, the terms of the commission plan or discretionary bonus plan for which you are eligible will be provided following the employee start date.

What This Job Offers

• Job Type: Full-time
• Career Level: Mid Level
• Number of Employees: 5,001-10,000 employees