G04 - Data Scientist (Mirage)
Tasks
- Build and integrate REST APIs for ML workflows
- Collaborate with software engineers to integrate ML into products
- Debug integration issues affecting ML workflows
- Design and conduct machine learning experiments
- Develop preprocessing and imputation pipelines
- Diagnose training failures and poor model outputs
- Participate in agile rituals and code reviews
- Translate research into practical prototypes
- Tune hyperparameters and refine model architectures
- Write user facing documentation for ML models
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | Anonymization | CI/CD | Data Generation | Data Preprocessing | Differential Privacy | FastAPI | Flask | Git | Hyperparameter Tuning | Imputation | Machine Learning | Privacy Metrics | PyTorch | Python | REST APIs | Scikit-learn | Synthetic Data Generation | Synthetic data | TensorFlow
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
Related jobs
-
Computer Vision | Generative AI | Information Retrieval | Language Models | Language ProcessingSenior-level Full TimeSingapore, Singapore9h ago
-
Backend Development | High Availability | Inference Optimization | Machine Learning | Model InferenceSenior-level Full TimeSingapore, Singapore9h ago
-
Machine Learning Operations Manager (Safety Model Operations) - AI Data Service & Operations SGD 99K-139KActive Learning | Alerting | CI/CD | Data Drift | Data IngestionMid-level Full TimeSingapore, Singapore9h ago
-
Deep learning | Distributed Systems | Inference Optimization | Information Retrieval | JavaSenior-level Full TimeSingapore, Singapore9h ago
-
C++ | Deep learning | Distributed Systems | Docker | ElasticsearchMid-level Full TimeSingapore, Singapore9h ago
-
Backend Development | Cloud infrastructure | Data Processing | Debugging | Distributed SystemsMid-level Full TimeSingapore, Singapore9h ago
-
Professional Services Engineer SGD 73K-133KAPIs | Amazon Web Services | Authentication | CI/CD | JavaMid-level Full TimeSingapore, SG9h ago
-
Automation | C# | C++ | Cloud Networking | Code debuggingOn-call rotation | Travel up to 15 percent in regionSenior-level Full TimeSingapore10h ago
-
Forward Deployed Engineer V, GenAI, Google Cloud SGD 74K-130KAPI Integration | Agent systems | Agentic Workflows | Cloud platform | CrewAISenior-level Full TimeSingapore10h ago
-
AI compute | AI compute clusters | AI hardware | Chip interconnects | Collective communicationSenior-level Full TimeSingapore10h ago
-
Senior Data Scientist SGD 102K-144KA/B | A/B Testing | B testing | Cloud ML | Deep learningBirthday leave | Employee assistance programme | Health benefits package | Medical insurance | Parental leaveSenior-level Full TimeSingapore, Singapore10h ago
-
Senior Robotics Applications Engineer SGD 100K-168KAutomated testing | Behavior Tree | BehaviorTree | C++ | CI/CDSenior-level Full TimeSingapore,SGP21h ago
-
Senior-level Full TimeFab 10A, Singapore21h ago
-
Senior-level Full TimeFab 10A, Singapore21h ago
-
Database Administrator (Contract) SGD 88K-88KAWS | Always On | Backup and Recovery | Database Automation | Database monitoringMid-level Contract Full TimeMAS: MAS Building, Singapore21h ago
-
Actuator integration | BACnet | Block programming | Building Management | Building Management SystemsSenior-level Full TimeNgee Ann Polytechnic, Clementi Campus, Singapore21h ago
-
Robotics Engineer USD 137K-187KBenchmarks | Calibration | Computer Vision | Data logging | Data synchronizationEntry-level Full TimeSF Bay Area, CA, Remote, International, … R1d ago
-
Deep Learning Engineer Specialist SGD 40K-60KAction Recognition | C# | C++ | Computer Vision | Deep learningEntry-level Full Time InternshipSingapore1d ago
-
AI Algorithm Engineer SGD 36K-36KAction Recognition | Agile | C++ | Computer Vision | Deep learningEntry-level Full Time InternshipSingapore1d ago
-
Clustering | Data Lake | Data Modeling | Data Transformation | Data WarehousingInterpersonal support | Knowledge transfer sessions | Training and consultancyExecutive-level Full TimeITE-HQ (Headquarters), Singapore1d ago
-
Mid-level Full TimeSingapore1d ago
-
Data Engineer - A26171 SGD 70K-100KAWS Database | AWS Database Migration Service | AWS ECS | AWS Glue | AWS LambdaCertification support | Employee wellness | Flexible work arrangement | Health insurance | Learning programsMid-level Full TimeSingapore, Singapore, Singapore1d ago
-
Data Scientist - A26126 SGD 70K-108KAWS | Anomaly Detection | CSS | Chroma | ClassificationCertification support | Flexi allowance | Flexi benefits | Flexible work arrangement | Learning programsMid-level Full TimeSingapore, Singapore, Singapore1d ago
-
Data Scientist (Mirage, Data Practice) - A26013 SGD 60K-100KAWS | CI/CD | FastAPI | Flask | PandasCertification support | Flexi benefits | Flexible work arrangement | Learning programs | Life and health insuranceMid-level Full TimeSingapore, Singapore, Singapore1d ago
-
Senior Specialist, AI Engineer SGD 92K-170KAWS | Agentic AI | Audit trails | Azure | Azure DatabricksSenior-level Full TimeSG-Collyer Quay, Singapore1d ago