Data Scientist - Behavioural modeller
Grab Vietnam
Việt Nam
9 ngày trước
source : Talent Network

Get to know the role :

Conceptualise and develop machine learning models to model Grab’s driver and passenger movements, preferences, behaviour and interactions

Incorporate models into simulation and analyse the behavioural impact on the overall system

Drive product improvements and confidence before the roll-out of new features

The day-to-day activities :

Deep dive into big data to conduct advanced statistical analyses

Conduct impact analysis, sensitivity analysis and simulation-based optimisation

Develop and execute necessary analyses or A / B tests to validate simulation models, and perform detailed analysis to identify improvement opportunities

Effectively conceptualize analyses to business / product stakeholders

The must haves :

Minimum 2 years of relevant experience in developing machine learning models for behaviour, preference or demand modelling

Ph.D. or Master’s in Computer Science, Electrical / Computer Engineering, Industrial & Systems Engineering, Operations Research, Mathematics / Statistics, or related technical disciplines

Strong fundamentals in ML, good understanding of model integration into simulation and experience in real-world model validation

Proficient in statistical programming in languages such as Python and R; and strong working knowledge in RDBMS such as PostgresQL or MySQL

Self-motivated and independent learner who is willing to share knowledge with the team

Efficient and detail-oriented time manager who thrives in a dynamic and fast-paced working environment

Really good to haves :

Experience in working with geospatial / mobility data

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