Senior Applied Data Scientist, Fleet Intelligence

Added
23 minutes ago
Type
Full time
Salary
Salary not provided

Related skills

forecasting snowflake sql python machine learning

📋 Description

  • Help deliver near-term Fleet Intelligence initiatives, including tire intelligence, utilization
  • Evaluate and develop credible projections or predictive models for fleet usage, maintenance cost
  • Translate product questions into clear hypotheses, target variables, baselines, evaluation plans
  • Explore Fleetio's maintenance, usage, cost, work-order, telematics, warranty, and asset-history
  • Build, validate, and operationalize models from experimentation through production monitoring and
  • Define model-quality metrics, confidence thresholds, drift detection, and feedback loops

🎯 Requirements

  • 5+ years of experience in applied data science, machine learning, statistical modeling, or a
  • A track record of developing and shipping models or decision-support systems that influenced real
  • Strong proficiency with Python and SQL for exploratory analysis, feature engineering, model
  • Strong grounding in statistics and machine learning fundamentals, including model selection
  • Experience with time-series forecasting, regression, classification, ranking, anomaly detection
  • Experience taking models beyond notebooks into reliable production workflows, including versioning

🎁 Benefits

  • Multiple health/dental coverage options
  • Vision insurance
  • Incentive stock options
  • 401(k) match
  • 4 weeks PTO
  • Company holidays
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