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Senior Machine Learning Engineer
Senior16.000 SGD · periodo no indicadoSingapore, SGhace 2 d
Análisis del mercado
📊 AI / ML / Data Science: salarios y demanda en el mercadoStack
Detalles
- Experiencia
- 10+ años
- Formación
- Estudios superiores o experiencia equivalente
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About the Job
- Set the modelling and experimentation direction across the Central Product and Platforms funnel and personally lead the highest-stakes problems
- Architect systems that hold up at the scale of millions of bookings and a global user base, owning the hard trade-offs
- Make the call on contentious short-term technical questions, from metric definitions to model architecture, across the domain
- Resolve the measurement and modelling problems that block whole teams, and define the patterns they then reuse
- Influence Central Product and Platforms product and business strategy with a data-science perspective leaders trust
- Find where existing models, pipelines, or metrics quietly cost the business at scale, and drive the fix
- Mentor senior scientists and raise the technical bar across the domain through review and example
Job Requirements
- You have at least 10 years of relevant experience.
- You have the deepest technical command of Python and the ML/stats stack (scikit-learn, LightGBM, XGBoost, deep learning and optimisation where relevant)
- You write advanced SQL and architect the large-scale data and feature systems whole teams rely on
- You take the most ambiguous, domain-spanning problems and turn them into the bets the funnel is organised around
- You have authoritative command of search, recommendation, ranking, and pricing systems at marketplace scale
- You understand Central Product and Platforms economics deeply and anticipate the second- and third-order effects of a model cha
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