Staff Data Scientist, Global Operations Intelligence, SMAI
Tasks
- Analyze manufacturing constraints and bottlenecks
- Apply operations research techniques for optimization and simulation
- Build mathematical models for capacity planning and allocation
- Collaborate with software teams to deploy models in production
- Contribute to roadmap development for digital twin and AI planning
- Develop optimization models for factory capacity utilization
- Develop predictive and prescriptive analytics models
- Drive cross functional alignment on assumptions and trade offs
- Forecast capacity demand and identify abnormal patterns
- Integrate optimization engines with data pipelines and dashboards
- Quantify business impact of optimization and analytics
- Translate analytical findings into actionable insights
Perks/Benefits
- N/A
Skills/Tech-stack
Anomaly Detection | CPLEX | Classification | Clustering | Constraint Programming | Dash | Digital Twin | Discrete Event Simulation | Discrete event | Event simulation) | Git | Gurobi | Integer linear programming | Linear Programming | Machine Learning | Mixed Integer | Mixed-Integer Linear Programming | Nonlinear Optimization | OR-Tools | Plotly | Power BI | Predictive Modeling | Pulp | Pyomo | Python | R | Regression | SQL | Series forecasting | Simulation-based optimization | Spark | Stochastic Optimization | Tableau | Time Series | Time Series Forecasting | What If | What-if analysis
Education
Roles
Related jobs
-
Data Scientist SGD 70K-108KAgentic AI | Azure | Azure Machine Learning | Cloud Computing | Data EngineeringMid-level Full TimeSOH02 - Singapore HP Campus Block …1d ago
-
Data Scientist SGD 70K-108KAgentic AI | Azure AI | Azure Machine Learning | Data Engineering | Data GovernanceMid-level Full TimeSOH02 - Singapore HP Campus Block …1d ago
-
Mid-level Full TimeSingapore1d ago
-
M05 - Data Scientist SGD 60K-108KAWS | Agile | Data Transformation | Data Visualization | Deep learningMid-level Full TimeSingapore1d ago
-
Mid-level Full TimeSingapore1d ago
-
Senior Data Scientist, Algorithm (Lending & Onboarding) SGD 153K-207KCredit Risk | Credit risk modeling | Data analytics | Data sets | Decision supportSenior-level Full TimeSG - Singapore2d ago
-
Analyst Digital Mfg Data Science SGD 110K-143KArtificial Intelligence | Cloud Computing | Data Analysis | Data Engineering | Data VisualizationMid-level Full TimeSGP - Woodlands, Singapore2d ago
-
Research Associate (Computer Science) SGD 60K-108KArtificial Intelligence | Data Analysis | Data Preparation | Deep learning | Experimental DesignMid-level Full TimeNTU Main Campus, Singapore2d ago
-
Senior Research Scientist, AI Safety and Security SGD 80K-144KAdversarial Machine Learning | Adversarial Robustness | Agentic AI | Backdoor Detection | BenchmarkingSenior-level Full TimeSingapore2d ago
-
Research Scientist, AI Safety and Security SGD 74K-85KAdversarial Machine Learning | Adversarial Robustness | Agentic AI | Backdoor Detection | Continual LearningSenior-level Full TimeSingapore2d ago
-
Senior-level Full TimeSingapore, Singapore2d ago
-
Mid-level Full TimeSingapore2d ago
-
Tech Prof-Data Science, Assoc SGD 61K-100KData Engineering | Data Exploration | Data Modeling | Data cleaning | Machine LearningCareer developmentMid-level Full TimeSingapore, 05, SG, 6371313d ago
-
Anomaly Detection | Change Point | Change point detection | Data Drift | Deep learningSenior-level Full TimeSGP Kallang Place, Singapore3d ago
-
Scientist / Senior Scientist (Bioinformatics - AI/ML) SGD 108K-150KBioinformatics | Data Management | Data Processing | Deep learning | Genome SequencingSenior-level Full TimeSFA - NCFS, Singapore3d ago
-
Data Scientist [Principal] SGD 115K-154KAWS | Data Engineering | Decision analysis | Deep learning | ELTSenior-level Full TimeHDB HUB, Singapore3d ago
-
Alerting | Data Analysis | Data Modeling | Data Monitoring | Data ProcessingMid-level Full TimeSingapore3d ago
-
Senior Data Scientist, Product, GooglePay SGD 160K-222KCausal Inference | Ecommerce analytics | Financial Services | Financial services analytics | Payments analyticsSenior-level Full TimeSingapore; Bengaluru, Karnataka, India3d ago
-
Staff/Senior Data Scientist, Analytics (Payments) SGD 132K-170KCausal Inference | Data Modeling | Experimentation | Measurement frameworks | PythonSenior-level Full TimeSG - Singapore5d ago
-
Bias detection | Cloud Native | Data Pipelines | Data Preprocessing | Data cleaningSenior-level Full TimeSingapore5d ago
-
AWS | Anomaly Detection | Anomaly detection models | Azure | ClassificationSenior-level Full TimeSingapore, Singapore6d ago
-
Staff Data Scientist, Cashalo SGD 161K-245KDeep learning | GitHub Copilot | Language Models | Large Language Models | LightGBMEquity | Flexible work support | Global team collaboration | Health insurance | Health plan subsidiesSenior-level Full TimeRemote - Australia R7d ago
-
Senior-level Full TimeSingapore - Singapore - Block 33 …7d ago
-
Audio Processing | Autoregressive models | CODEC | Deep learning | Diffusion ModelsSenior-level Full TimeSingapore-CapitaSky7d ago
-
Senior Data/Data Scientist (Contract) SGD 135K-170KAgentic AI | Agile | Cloud Architecture | Cloud Computing | Data AnalysisContract roleSenior-level Contract Full TimeMAS: MAS Building, Singapore7d ago