Recommendation System Architecture Engineer- Soaring Star Talent Program
Tasks
- Abstract common components and services
- Balance computing resources and effectiveness
- Balance model training and operation costs
- Build data-quality analysis tools
- Build recommendation and data middle-offices
- Construct multimodal data frameworks
- Design recommendation system architecture
- Design schema evolution mechanisms
- Develop high-performance storage engines
- Ensure data privacy and security
- Ensure real-time data accuracy
- Handle cross-domain heterogeneous data
- Identify and retire ineffective strategies
- Implement adaptive fault diagnosis
- Improve data processing and model training efficiency
- Leverage large model capabilities for optimization
- Manage recommendation strategies
- Optimize large-scale model efficiency for recommendation
- Optimize system performance
- Perform offline evaluation
- Resolve system bottlenecks
Perks/Benefits
- N/A
Skills/Tech-stack
AI model co-design | CV | Co-design | Cost Optimization | Cross domain | Cross-domain data | Cross-domain data handling | Data Privacy | Data Processing | Data Quality | Data Quality Management | Data Stream | Data handling | Data stream processing | Distributed Systems | Engine Development | Fault Diagnosis | Heterogeneous computing | High Performance | High-Performance Computing | Model Optimization | Model co-design | Multimodal AI | Multimodal Data | Multimodal Data Processing | NLP | Performance Computing | Python | Quality management | Real Time | Real-time Data | Real-time Data Processing | Schema Design | Storage Engine | Storage engine development | Stream processing | System Architecture
Education
Bachelor's | Master's | PhD
Related jobs
-
Data Science Internship SGD 57K-57KAnti-Money Laundering | Data Engineering | Data Pipelines | Data cleaning | Fraud DetectionFlexible remote work options | Focus Fridays | Generous PTO | Hybrid work options | Learning and development opportunitiesEntry-level InternshipSingapore - Singapore1d ago
-
API | Azure Data | Azure Data Explorer | Azure Data Factory | Azure DevOpsOnsite workMid-level Full TimeSingapore, Singapore1d ago
-
Capacity Planning | Computer Vision | Deep reinforcement learning | LLM | Language ModelsMid-level Full TimeSingapore, Singapore1d ago
-
Algorithm Implementation | Automatic Parameter Optimization | Capacity Scheduling | Data Modeling | Dynamic Route PlanningMid-level Full TimeSingapore, Singapore1d ago
-
Data Center Production Operations Engineer SGD 150K-203KBash | DHCP | DNS | Data analytics | Data center24/7 on-call rotation | Travel up to 15 percentSenior-level Full TimeSingapore1d ago
-
Data Center Production Operations Engineer SGD 53K-96KAutomation | Bash | Cause analysis | DHCP | DNS247 on call rotation | Travel up to 15 percent timeMid-level Full TimeSingapore1d ago
-
Backend Software Engineer, Manus SGD 170K-203KAPI Design | AWS | Architecture | Azure | Best practicesSenior-level Full TimeSingapore1d ago
-
Backend Software Engineer, Manus SGD 140K-143KAPI Design | AWS | Azure | Best practices | Bias MitigationMid-level Full TimeSingapore1d ago
-
AI Agent Engineer, Manus SGD 57K-57KAPI Design | Agent System | Agent System Architecture | Prompt engineering | RAGEntry-level Full TimeSingapore1d ago
-
Senior Machine Learning Engineer, Compliance SGD 106K-106KAML | Anomaly Detection | Automation workflows | Batch Data Processing | Batch dataCandidate Support Programs | Company events | Education subsidy | Healthcare schemes | L and D programsSenior-level Full TimeSingapore, Singapore1d ago
-
Bash | Cloud platform | Data Processing | Docker | GCPAsynchronous culture | Career growth opportunities | Friendly work environment | Remote/distributed teamMid-level Full TimeSingapore, Singapore1d ago
-
AI Engineer (Data and Analytics Department) SGD 140K-200KCI/CD | Continuous Training | Data Drift | Data Drift Detection | Deep learningSenior-level Full TimeEMA HQ, Singapore1d ago
-
Data Engineer (Data and Analytics Department) SGD 18K-27KAWS | AWS Glue | AWS Lambda | Amazon Redshift | Amazon S3None Full TimeEMA HQ, Singapore1d ago
-
Manager/Assistant Director (Data Platform Engineer) SGD 245K-375KAWS | Access Management | Agile | Azure | Azure SynapseExecutive-level Full TimeSFA - JEM, Singapore1d ago
-
Finance Operations (FinOps) Analytics Architect (with Agentic AI Expertise) - Vice President SGD 120K-185KAWS | Agent systems | Anomaly Detection | Azure | BudgetingHybrid workSenior-level Full Time3 CHANGI BUSINESS PARK CRESCENT CHANGI …1d ago
-
Software Engineering, Machine Learning (Singapore) SGD 60K-108KAgent Orchestration | Artificial Intelligence | Bias Mitigation | Data Mining | JavaScriptEntry-level Full TimeSingapore2d ago
-
Data Engineer SGD 57K-70KApache Hive | Apache Spark | Azure DevOps | Azure Machine Learning | CI/CDEntry-level Full TimeSingapore, Singapore, Singapore2d ago
-
Staff Data Engineer SGD 108K-180KApache Airflow | Apache Flink | Apache Kafka | Data Governance | Data ManagementEquity | Fully stocked kitchen | Open office space | Team building eventsSenior-level Full TimeSG - Singapore2d ago
-
Director, Compliance Data Science & AI SGD 160K-250KAML detection | Anomaly Detection | Blockchain data | Customer Risk Rating | Graph analyticsCompany events | Education subsidy | Healthcare coverage | L and D programs | Meal allowancesExecutive-level Full TimeSingapore, Singapore2d ago
-
Senior Engineer Team Lead (Data Science) SGD 96K-132KData Exploration | Data Pipelines | Data Validation | Data Visualization | Data dashboardsSenior-level Full TimeSingapore, SG2d ago
-
AWS | Azure | CI/CD | Cloud platform | Computer VisionCollaborative work culture | MentorshipEntry-level Full TimeNTU Main Campus, Singapore2d ago
-
Entry-level Full TimeNTU Main Campus, Singapore2d ago
-
Computational Neuroscience | Data Analysis | Deep learning | Deep reinforcement learning | Experiment designMid-level Full TimeNTU Main Campus, Singapore2d ago
-
AWS | Ansible | Azure | Bash | CI/CDContinuous learning | Mentorship opportunities | Professional developmentMid-level Full TimeNTU Main Campus, Singapore2d ago
-
AWS | Ansible | Azure | Bash | CI/CDContinuous learning | Professional developmentMid-level Full TimeNTU Main Campus, Singapore2d ago