13h ago
Machine Learning Engineer
Colombia
โจ $80k-$120k / yearest.
full-timesenior Remotetransportation
๐ Tech Stack
๐ผ 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.
๐ฏ 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
๐ 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
โจ Nice to Have
- Experience with SHAP or model explainability techniques
- AWS certification or ProServe experience
๐จ Hiring Process
Estimated timeline: 2-3 weeks ยท AI estimate
- 1Recruiter Screenยท 30 min
- 2Technical Interviewยท 60 min
- 3Hiring Manager Interviewยท 45 min
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