Senior Data Scientist (mobility)

Singapore, Singapore

Job Description


Company DescriptionAbout Grab and Our WorkplaceGrab is Southeast Asia\'s leading superapp. From getting your favourite meals delivered to helping you manage your finances and getting around town hassle-free, we\'ve got your back with everything. In Grab, purpose gives us joy and habits build excellence while harnessing the power of Technology and AI to deliver the mission of driving Southeast Asia forward by economically empowering everyone, with heart, hunger, honour, and humility.Get to know the teamIn the Mobility Data Science team, you are at the core and centre of Grab\'s ride hailing business. We build and serve AI models to empower our pax\' ride hailing experience in Grab. Our primary goals are to enhance our passenger experience, and drive decision-making that contributes to user growth and platform efficiencyGet to know the roleAs a Senior Data Scientist in the Mobility Data Science team, you will report into the Senior Data Science Manager and be based onsite in Singapore. We leverage on your mathematical modelling, statistical analysis, machine learning algorithms, and programming proficiency to drive data-driven decisions and help us conquer unique challenges in the ride-hailing industry. Your contributions will directly impact user growth and platform efficiency, shaping the future of Grab\'s ride-hailing business.The Critical Tasks You Will Perform

  • You will navigate through large datasets in geospatial, behavioral, economic data, and millions of interactions from our passengers to uncover insights that can enhance our passengers\' experience and make our network more efficient.
  • You will design and deploy data science solutions to address critical business challenges. This may encompass enhancing user experience, promoting user growth, managing supply and demand equilibrium, and improving our services. You will build machine learning models like ride demand forecasting, passenger preference prediction, and passenger churn prediction.
  • You will enhance our models through iterative improvements and A/B testing.
  • You will translate needs into data solutions, and help implement and deploy these solutions at scale through collaborations with software engineers, product managers, and operational teams.
  • You will stay up-to-date with the latest technology for innovation and contribute to the team\'s creation of new ideas and intellectual property.
QualificationsWhat Essential Skills You Will Need
  • We are looking for Master Degree graduate who has spent at least three years of experience in a field like Machine Learning, Data Science, Statistics, Applied Mathematics, Computer Science, Economics, Operations Research, or a related field.
  • Solid experience as a Data Scientist within Tech or related industries.
  • You are well-versed in machine learning, deep learning, data mining, and algorithmic foundations of optimisation.
  • You are familiar with machine learning frameworks like Tensorflow or Pytorch, and proficient in one or more programming languages, such as Python or Scala.
  • You are able to foster collaboration with cross functional teams and articulate insights to diverse audiences with or without Tech background.
Additional InformationLife at GrabWe care about your well-being at Grab, here are some of the global benefits we offer:
  • We have your back with Term Life Insurance and comprehensive Medical Insurance.
  • With GrabFlex, create a benefits package that suits your needs and aspirations.
  • Celebrate moments that matter in life with loved ones through Parental and Birthday leave, and give back to your communities through Love-all-Serve-all (LASA) volunteering leave
  • We have a confidential Grabber Assistance Programme to guide and uplift you and your loved ones through life\'s challenges.
What we stand for at GrabWe are committed to building an inclusive and equitable workplace that enables diverse Grabbers to grow and perform at their best. As an equal opportunity employer, we consider all candidates fairly and equally regardless of nationality, ethnicity, religion, age, gender identity, sexual orientation, family commitments, physical and mental impairments or disabilities, and other attributes that make them unique.

Grab

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Job Detail

  • Job Id
    JD1457493
  • Industry
    Not mentioned
  • Total Positions
    1
  • Job Type:
    Full Time
  • Salary:
    Not mentioned
  • Employment Status
    Permanent
  • Job Location
    Singapore, Singapore
  • Education
    Not mentioned