Senior Data Scientist
Tasks
- Build digital twin models for semiconductor fabs
- Collaborate with engineering and IT teams on AI automation and Industry 4.0
- Design dashboards for real time fab KPIs
- Develop predictive maintenance algorithms
- Forecast equipment failures and cycle time variations
- Integrate IoT, MES, and facility data
- Optimize fab workflows for cost energy and productivity
- Run physics based and what if simulations
- Support 3D visualization of fab layouts
Perks/Benefits
- N/A
Skills/Tech-stack
3D Modeling | AWS | Azure | Data Engineering | IoT | MES | Machine Learning | NVIDIA Omniverse | Optimization | Predictive Maintenance | PyTorch | Python | R | SQL | Simulation | Statistical Analysis | TensorFlow
Education
Roles
Related jobs
-
Data Scientist, Product Analytics SGD 136K-191KAgent Orchestration | Artificial Intelligence | Bias Mitigation | Data Mining | ExperimentationCareer growth | Skill development communitySenior-level Full TimeSingapore4h ago
-
Algorithm Design | Bandwidth Optimization | Computational statistics | Deep learning | ExperimentationSenior-level Full TimeSingapore5h ago
-
Computation Efficiency | Deep learning | Generative AI | Inference acceleration | Instruction TuningMid-level Full TimeSingapore5h ago
-
Applied Mathematics | Bandwidth Optimization | Computational statistics | Deep learning | Diffusion ModelsSenior-level Full TimeSingapore5h ago
-
AI Governance | AI ethics | Analytics | Artificial Intelligence | Cross-Functional CollaborationExecutive-level Full TimeSingapore, Singapore8h ago
-
Staff Research Scientist, Quantum Computing SGD 147K-180KCryptography | Error correction | Information theory | Machine Learning | Quantum AlgorithmsSenior-level Full TimeSingapore, Singapore8h ago
-
Analytics | Artificial Intelligence | Cross-Functional Collaboration | Cross-functional | Data GovernanceExecutive-level Full TimeSingapore, Singapore9h ago
-
AI/ML | AI/ML Governance | AI/ML Model Deployment | AI/ML Platforms | Artificial IntelligenceExecutive-level Full TimeSingapore, Singapore9h ago
-
Senior Data Scientist SGD 102K-130KComputer Vision | Data Mining | Data Preprocessing | Data Privacy | Data QualityCareer growth support | Interactive tools | Learning and development programs | MentorshipSenior-level Full TimeSingapore, Singapore1d ago
-
Senior Data Scientist (LLM) SGD 162K-162KAlignment | Cloud Computing | Data Annotation | Data Preprocessing | Deep learningSenior-level Full TimeSingapore1d ago
-
Principal Data Scientist, Smai Oi SGD 96K-132KCPLEX | Data analytics | Discrete Event Simulation | Discrete event | Event simulation)Cross-functional collaboration | Industry leading technical impact | Travel opportunitiesSenior-level Full TimeFab 10A, Singapore1d ago
-
Data collection | Deep learning | Feature Engineering | Foundation Models | Language ProcessingCredit bearing internshipEntry-level InternshipSingapore, Singapore2d ago
-
AP Data Scientist - Financial Crime SGD 102K-134KData Processing | Data Science | Deep learning | Graph Analysis | Machine LearningSenior-level Full TimeSingapore2d ago
-
AP Data Scientist - Financial Crime SGD 95K-115KData Privacy | Data Processing | Data Visualization | Deep learning | Graph AnalysisMid-level Full TimeSingapore2d ago
-
AI Research Scientist SGD 60K-120KC++ | CUDA | Generative AI | Language Models | Large Language ModelsMid-level Part TimeSingapore, Singapore-Suntec Tower2d ago
-
Chain-of-Thought | Data Compliance | Fine Tuning | Knowledge Distillation | Language ModelsEntry-level Full TimeSingapore, Singapore4d ago
-
Chain-of-Thought | Data Compliance | Knowledge Distillation | Language Models | Language ProcessingEntry-level Full TimeSingapore, Singapore4d ago
-
AWS | CI/CD | Experiment design | Exploratory research | FastAPICoaching and mentoring | Employee wellness program | Equal opportunity workplace | Growth opportunities | Structured development frameworkMid-level Full TimeSingapore, Singapore, Singapore4d ago
-
C# | Electromagnetism | MATLAB | Mechanics | NumPyFlexible schedule | Freelance | Part-time | Project-based employmentSenior-level FreelanceSingapore - Remote R4d ago
-
Data Analysis | Data Governance | Data Mining | Data Preparation | Exploratory Data AnalysisSenior-level Full TimeSingapore, Singapore5d ago
-
API | AWS | Apache Hadoop | Apache Spark | Deep learningMid-level Full TimeSingapore, Singapore5d ago
-
Data Analysis | Data Mining | Database Design | ETL | MATLABLearning and development | Relocation supportMid-level Full TimeSingapore,SGP5d ago
-
Global Supply Chain Data Scientist SGD 150K-203KAWS | Azure | Data Visualization | Forecasting | Google CloudSenior-level Full TimeSingapore-Yishun5d ago
-
Senior-level Full TimeSingapore - Singapore - Block 33 …6d ago
-
Principal Data Science Specialist SGD 102K-130KAPIs | Automation | Data Preprocessing | Data analytics | Data cleaningSenior-level Full TimeCharles & Keith Group HQ, Singapore6d ago