13h ago

Machine Learning Engineer

Colombia

โœจ $80k-$120k / yearest.

full-timesenior Remotetransportation

๐Ÿ›  Tech Stack

๐Ÿ’ผ About This Role

You'll design and implement demand forecasting models for a public transportation client, working alongside an AWS ProServe ML Specialist. Your work will directly optimize resource allocation and operational efficiency.

๐ŸŽฏ What You'll Do

  • Conduct EDA and statistical profiling for trends and insights
  • Engineer features for time-series forecasting models
  • Build classical ML models for forecasting and regression
  • Create dashboards using Amazon QuickSight or BI tools

๐Ÿ“‹ Requirements

  • 4+ years in data engineering or applied data science
  • Proficient in EDA and feature engineering for time-series
  • Experience with relational databases (RDS, Oracle, PostgreSQL)
  • Hands-on with Amazon SageMaker and Python data stack

โœจ Nice to Have

  • Experience with SHAP or model explainability techniques
  • AWS certification or ProServe experience

๐Ÿ“จ Hiring Process

Estimated timeline: 2-3 weeks ยท AI estimate

  1. 1Recruiter Screenยท 30 min
  2. 2Technical Interviewยท 60 min
  3. 3Hiring Manager Interviewยท 45 min
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