ML Engineer (CVM)
6.0/10
Dodo Brands
Not specified
Remote
mid
about 2 months ago
aidevPythonSQLPySparkMLflow
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Description
What you'll do
- •Work on the full cycle of ML models that underpin Dodo's economy and customer experience.
- •Develop and implement demand forecasting models for dynamic pricing and delivery cost optimization.
- •Build models for predicting operational load and delivery times.
- •Enhance MLOps culture by building production-ready pipelines.
- •Create and maintain infrastructure for a Feature Store.
- •Develop and implement recommendation systems.
- •Conduct A/B tests to evaluate the economic impact of models.
Requirements
- •2+ years of commercial experience in Data Science focused on operational tasks.
- •Proficient in Python, SQL, and PySpark.
- •Deep understanding of ML fundamentals and experience with large datasets.
- •Strong knowledge of A/B testing.
- •Understanding of unit economics and ability to link ML models to financial metrics.
- •Ability to select optimal algorithms for specific tasks.
- •Experience with recommendation systems is a plus.
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