Data Engineer/Scientist
Role details
Job location
Tech stack
Job description
- Design and deploy sophisticated ML models, such as XGBoost and logistic regression, to proactively identify and mitigate churn risk.
- Translate complex model outputs into business-friendly insights that drive targeted go-to-market retention strategies.
- Engineer impactful features from raw customer data to develop advanced metrics for tracking global engagement and activity.
- Architect automated processes and algorithms to cleanse and integrate massive datasets for high-level customer segmentation and model training.
- Optimize churn prediction performance using advanced metrics like AUC and lift to ensure maximum business impact.
Requirements
Ready to make a tangible impact on global industries using cutting-edge AI? Trimble is looking for a passionate problem-solver like you to leverage data to drive meaningful business outcomes and contribute to the success of our data-driven initiatives! You will unleash your potential by designing systems that improve customer retention for SketchUp, turning complex datasets into actionable strategies that move the world forward., * 5+ years of expertise in data science or engineering, specifically building and deploying predictive machine learning models.
- Proficiency in Python and SQL for data manipulation and algorithm development.
- Strong grasp of data engineering concepts including data lakes, ETL tools, and columnar formats.
- Experience in statistical modeling for churn analysis, customer segmentation, and cohort analysis.
- Bachelor's degree in Computer Science, Data Analytics, or Engineering (Master's or Ph.D. preferred).
Bonus Points For:
- Experience with demographic and firmographic data integration.
- Familiarity with BI tools and cloud-based data environments.
- Advanced academic research in predictive analytics or related fields.
Benefits & conditions
Compensation: Trimble provides the following compensation range and general description of other compensation and benefits that it in good faith believes it might pay and/or offer for this position. This compensation range is based on a full time schedule. Trimble reserves the right to ultimately pay more or less than the posted range and offer additional benefits and other compensation, depending on circumstances not related to an applicant's sex or other status protected by local, state, or federal law.
Hiring Range $122,642.00-$165,466.00
Pay Rate Type Salary
Bonus Eligible? Yes
Commission Eligible? No
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.