Data Scientist (GATD)
Tasks
- Build training and inference pipelines
- Collaborate with product engineering and operations on requirements and decision support
- Define ad delivery optimization problems
- Deploy models online and plan rollouts
- Design KPIs and metrics with observability
- Design and conduct A B tests and bandits
- Develop machine learning models for price optimization CTR CVR and value prediction
- Ensure quality and privacy governance
- Monitor model drift and performance
- Preprocess data and engineer features
- Run offline simulation and evaluation
- Support model updates and automated rollback
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | Ad Serving | Aerospike | Ansible | B testing | Bandits | Bidding | Big Data | BigQuery | Budget Pacing | CTR Prediction | CVR Prediction | Calibration | Causal Inference | Cloud PubSub | Cloud SQL | Data Preprocessing | Data Visualization | Dataflow | Drift Detection | Experimental Design | Feature Engineering | GKE | MLOps | Machine Learning | Monitoring | NumPy | Pandas | Probability | Python | SQL | Scikit-learn | Spark | Statistics | Terraform
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
Roles
Related jobs
-
Causal Inference | Experiment design | Machine Learning | Mathematical Statistics | ModelingInclusive workplaceMid-level Full TimeSingapore, Singapore16h ago
-
Big Data | Biomarker Discovery | Data Modeling | Data Visualization | Data integrationCollaborative research environment | Cross disciplinary rotations | Industry expert mentorship | Two year training programSenior-level Full TimeSGP - Singapore - Singapore (Biomedical …1d ago
-
Associate Director, Data Science SGD 74K-140KAWS | Adversarial Networks | Azure | Business Intelligence | CTMid-level Full TimeSGP - Singapore - Singapore (Biomedical …1d ago
-
Analyst-Data Science SGD 130K-180KApache Hive | Boosting | Data Visualization | Deep learning | ExcelMid-level Full TimeSingapore, Singapore2d ago
-
Financial econometrics | Language Models | Language Processing | Large Language Models | Machine LearningExecutive-level Contract Full TimeMAS: MAS Building, Singapore2d ago
-
AWS | CI/CD | Data Governance | Data Pipelines | Data PrivacyMid-level Full TimeSingapore4d ago
-
Azure Synapse | Data Modeling | Data Preparation | Feature Engineering | Microsoft FabricMid-level Full TimeRepublic Polytechnic, Singapore5d ago
-
Senior-level Contract Full TimeSingapore, Singapore, Singapore5d ago
-
Senior-level FreelanceSingapore - Remote R5d ago
-
Bioinformatics | Data Infrastructure | Data Management | Deep learning | Genome SequencingSenior-level Full TimeSFA - NCFS, Singapore5d ago
-
Mid-level Full TimeSingapore5d ago
-
Data Analyst, Assistant Vice President SGD 140K-210KAnomaly Detection | Artificial Intelligence | Cloud Computing | Data Analysis | Data VisualizationCareer development | Continuous improvement culture | Mentoring | Team collaborationExecutive-level Full TimeBOS-SGP, Singapore6d ago
-
Mid-level Full TimeSingapore6d ago
-
Data Scientist (Supply Chain), Singapore SGD 160K-191KApache Flink | Gurobi | H2O | Integer Programming | Linear ProgrammingSenior-level Full TimeMarinaOne, SG7d ago
-
Lead/Senior/ Data Scientist SGD 96K-144KAgentic Workflows | Anomaly Detection | Artificial Intelligence | Clustering | Data Pipelines3-year contractSenior-level Full TimeCAA-Changi Airport Terminal 2, Singapore7d ago
-
Data Scientist SGD 60K-78KAngular | Dash | Data Visualization | Design of Experiments | Machine LearningEntry-level Full TimeFab 10A, Singapore7d ago
-
Dashboarding | Data Cleansing | Data Pipelines | Data Preprocessing | Data TransformationEntry-level Full TimeSingapore7d ago
-
AI Engineer, Manager - Technology Consulting SGD 153K-220KAWS | Azure | Batching | CI/CD | CUDACoaching | Continuous learning | Diverse and inclusive culture | Flexible working arrangements | Inclusive work cultureSenior-level Full TimeSG, 0485838d ago
-
Data Scientist SGD 70K-133KAWS | Agent systems | Anomaly Detection | C Sharp | C#Certification support | Flexible work arrangement | Health insurance | Learning programs | Life insuranceMid-level Full TimeSingapore, Singapore, Singapore8d ago
-
A/B | A/B Testing | B testing | Causal Inference | ComplianceEntry-level Full TimeSingapore, Singapore8d ago
-
Data Scientist - A26126 SGD 70K-133KAWS | Agent systems | Agentic AI | Anomaly Detection | ChromaCertification support | Flexible work arrangement | Health insurance | Learning programs | Life insuranceMid-level Full TimeSingapore, Singapore, Singapore9d ago
-
APIs | C++ | Cloud Platforms | Deep learning | JavaCareer developmentSenior-level Full TimeSingapore, 05, SG, 6371319d ago
-
Cubist Data Scientist SGD 123K-140KAWS | Apache Airflow | Data Analysis | Data Pipelines | Data QualityMid-level Full TimeSingapore11d ago
-
Cubist Senior Data Scientist SGD 150K-191KAWS | Apache Airflow | Data cleaning | Feature extraction | LinuxSenior-level Full TimeSingapore11d ago
-
Data & AI Intern SGD 40K-45KGit | Go | LLM APIs | Langchain | N8nFast-paced environment | Learning opportunities | MentorshipEntry-level InternshipSingapore12d ago