Principal Data Scientist - RPL
Tasks
- Build uplift models with offline evaluation
- Design experiment and quasi experiment methods
- Formulate and solve budget constrained allocation
- Lead causal modeling for promotion optimization
- Mentor data science team and set technical standards
- Partner with business to translate model outputs into decisions
Perks/Benefits
- N/A
Skills/Tech-stack
Bandits | Causal Inference | Causal ML | Causal forests | Constrained optimization | Deep Uplift | Difference-in-differences | Experiment design | Heterogeneous treatment effects | Instrumental Variables | Lagrangian Optimization | MILP | Meta learners | Off Policy | Off-policy evaluation | Policy Evaluation | Propensity score | Python | Quasi Experiment | Reinforcement Learning | SQL | Synthetic control | Uplift Modeling
Education
N/A
Roles
Data Scientist | Principal | Principal Data Scientist | Scientist
Related jobs
-
AWS | Anomaly Detection | Azure | Classification | ClusteringSenior-level Full TimeSingapore, Singapore20h ago
-
Principal / Senior Engineer, Data Analytics & Management, Technical Operations Management SGD 120K-160KATDF | Automation | Cloud Architecture | Clustering Analysis | DashboardingSenior-level Full TimeSingapore, Singapore1d ago
-
A/B | A/B Testing | Apache Spark | B testing | Deep learningBenefits package | Birthday leave | Flexible work hours | Medical insurance | Parental leaveSenior-level Full TimeSingapore, Singapore1d ago
-
Senior Data Scientist SGD 180K-221KData Pipelines | Feature Engineering | Machine Learning | PySpark | PythonSenior-level Full TimeSG-Collyer Quay, Singapore2d ago
-
Director, Data Scientist SGD 163K-252KAgentic AI | Apache Spark | Artificial Intelligence | Association rule | Business IntelligenceExecutive-level Full TimeSingapore - Suntec Tower 42d ago
-
AI Feedback | Agent systems | Agents | Automated Evaluation | Context modelingEntry-level InternshipSingapore2d ago
-
LLM Algorithm Research Scientist Code AI Intern (AI Innovation Center) - 2026 Start (PhD) SGD 57K-57KAlgorithms | C# | C++ | Code comprehension | Computer VisionEntry-level InternshipSingapore2d ago
-
Senior Data Scientist, Research, App Ecosystem and Trust SGD 120K-170KCausal Inference | Causal inference methods | Database querying | Experimentation | Inference MethodsSenior-level Full TimeSingapore2d ago
-
Data Scientist, Product, App Ecosystem and Trust SGD 81K-109KData Analysis | Data Visualization | Experiment design | Machine Learning | Model EvaluationMid-level Full TimeSingapore3d ago
-
Senior Product Data Scientist, Consumer Payments SGD 160K-240KAgentic Analytics | Data Modeling | Data Warehousing | Experimentation | GenAISenior-level Full TimeSingapore3d ago
-
Apache Spark | Data Engineering | Deep learning | Hadoop | Image ProcessingSenior-level Full TimeSingapore4d ago
-
Computer Vision | Deep learning | Hadoop | Language Processing | Machine LearningSenior-level Full TimeSingapore4d ago
-
Experimental Design | Language Processing | Machine Learning | Natural Language | Natural Language ProcessingMid-level Full TimeIMD - Mapletree Business City, MBC …4d ago
-
Data Scientist, AI Lab (Manager) SGD 85K-111KData Modeling | Data Visualization | Generative AI | Machine Learning | PythonLearning and professional development | Wellbeing supportMid-level Full TimeSGP-Head Office, Singapore5d ago
-
G05 - Data Scientist SGD 108K-170KAgile | C++ | Computer Vision | Deep learning | Language ProcessingSenior-level Full TimeSingapore5d ago
-
Deep Learning Researcher | Trading Team SGD 115K-140KC++ | Deep learning | Machine Learning | Mathematics | PythonMid-level Full TimeShanghai, Singapore, Hong Kong7d ago
-
AWS | Anomaly Detection | Azure | Classification | ClusteringSenior-level Full TimeSingapore, Singapore7d ago
-
A/B | A/B Testing | Anomaly Detection | B testing | Causal InferenceEntry-level Full TimeSingapore7d ago
-
Principal AI Engineer, AI Agent Development SGD 191K-244KAgent Frameworks | Agent systems | Artificial Intelligence | Context engineering | Continuous LearningCompany events | Comprehensive healthcare schemes | Education subsidy | L and D programs | Meal allowancesSenior-level Full TimeHong Kong, Hong Kong SAR; Singapore, …8d ago
-
Data Scientist - Manufacturing Analytics SGD 89K-98KAWS | Anomaly Detection | Azure | Data Engineering | Data LakesSenior-level Contract Full TimeSingapore, Singapore, Singapore8d ago
-
Entry-level Full TimeMSB, Singapore8d ago
-
A/B | A/B Testing | B testing | Big Data | Big Data TechnologiesEntry-level Full TimeSingapore8d ago
-
A/B | A/B Testing | B testing | Big Data | Causal InferenceEntry-level Full TimeSingapore8d ago
-
Senior Data Scientist (Integrity) SGD 146K-190KComputer Vision | Deep learning | Git | Multimodal LLM | OCRBirthday leave | FlexWork | GrabFlex Benefits Package | Life Assistance Programme | Medical insuranceSenior-level Full TimeSingapore, Singapore9d ago
-
Data Scientist - A26276 SGD 120K-154KAMQP | AWS | Data Modeling | Databricks | Deep learningEmployee wellness program | Equal employment opportunities | Growth opportunities | Structured development framework | Working on Singapore Government Agencies projectsSenior-level Contract Full TimeSingapore, Singapore, Singapore9d ago