Grab
FinTech
SeniorDataScientist
Neural analysis suggests this role is
optimal for mid candidates.
“Senior Data Scientist at Grab. Skills: Data Science, Machine Learning, Data Engineering, Business Intelligence. Develop and deploy machine learning models. Design and implement data pipelines”
Industry & Context.
Root cause analysis; Troubleshooting; Data-driven decision making
What They're Looking For.
Must Have
5+ years of experience in data science, Proficiency in SQL, Bachelor's degree in Computer Science, Statistics, Mathematics, or related quantitative field
Nice to Have
PhD preferred, Experience with cloud platforms (AWS, GCP, Azure), Experience with ML frameworks (scikit-learn, TensorFlow, PyTorch, XGBoost, LightGBM), Experience with BI tools (Tableau, Power BI, Looker), Experience with data warehousing solutions (Snowflake, BigQuery, Redshift), Experience with MLOps tools (MLflow, Kubeflow), Experience with distributed computing frameworks (Spark, Dask)
What You'll Do.
Develop and deploy machine learning models
Design and implement data pipelines
Build and maintain business intelligence dashboards
Perform statistical analysis and A/B testing
Collaborate with cross-functional teams
Communicate findings to stakeholders
Ensure data quality and integrity
Stay updated on industry trends
How You'll Work.
Team & Collaboration
Cross-functional teams; Stakeholders
Full Job Description
About Grab and Our Workplace Grab 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 team GrabFin is an aggregate of FinTech businesses spread across 6 countries in South East Asia, in the Payments, Lending and Insurance domains. We station our engineering teams in Bangalore, Singapore, Indonesia and Vietnam. We are excited to provide financial services to all participants of the Grab Ecosystem be it our Consumers, Drivers or Merchants. We build our products on fundamental market insights combined with advanced Data Science, Generative AI and engineering to bring the best product market fit across the cross section of our user base. This understanding of our ecosystem combined with world class engineering execution continues to create tremendous value for our customers. GrabFin stations its data science team across Bangalore, Kuala Lumpur and Singapore. We aim to hire a Data Scientist to join our Bangalore office to expand the existing Bangalore team. The data scientist will work in a relatively flat team structure with an independent goal of building and manage critical credit risk analytics models daily. We will ask you to expect to solve hard technical problems and grow into an expert on PD, LGD, and EAD modelling across multiple South East Asian markets. You will have experience with technology, credit risk modelling, and data science along with being. Grab bases this role out of its Bangalore office. The Role: 1. Develop PD, LGD, and EAD models across multiple markets (Singapore, Malaysia, Thailand, Philippines, Indonesia and Vietnam), from problem framing to performan
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