Senior Backend Engineer - AML Engine Orchestration
Singapore, Singapore
SGD 150K-203K (estimate) Senior-level Full Time
Tasks
- Build distributed model inference for online learning
- Build distributed training runtime for large scale GPU training
- Design distributed computing APIs and runtimes
- Develop distributed orchestration frameworks
- Handle scheduling across multi datacenter multi region multi cloud
- Implement preemption and rescheduling
- Improve diagnosability of distributed training systems
- Integrate AutoScaling and parallelization
- Manage resource multiplexing across clusters
- Optimize MLops workflows for online recommendation
- Optimize cluster utilization and load balancing
Perks/Benefits
- N/A
Skills/Tech-stack
Autoscaling | Backend Development | Distillation | Distributed Systems | Embeddings | Fine Tuning | GPU Training | Kubernetes | Load Balancing | Load Modeling | MLOps | Model Inference | Multi-cloud | Multi-region | Parallel Computing | Preemption | Reinforcement Learning | Resource Optimization | Scheduling
Education
N/A
Roles
Related jobs
-
Chain-of-Thought | Data Compliance | Knowledge Distillation | Language Models | Language ProcessingEntry-level Full TimeSingapore, Singapore10h ago
-
AWS | Agile | Apache Airflow | Apache Flink | Apache SparkMid-level Full TimeSingapore, Singapore1d ago
-
Backend Developer(.Net) SGD 111K-160K.Net Core | Amazon Web Services | Apache Kafka | C# | Cloud platformSenior-level Full TimeSingapore, Singapore, Singapore1d ago
-
Mid-level Full TimeSingapore, Singapore, Singapore1d ago
-
Data Mining | Data Modeling | Data Visualization | Data Warehousing | Distributed SystemsSenior-level Full TimeSingapore, Singapore1d ago
-
C# | C++ | CUDA | GPU Computing | High PerformanceSenior-level Full TimeSingapore, Singapore, Singapore1d ago
-
Automation | C# | C++ | Cloud Networking | Code debuggingGlobal team support | On-call rotation | Travel up to 15 percentMid-level Full TimeSingapore1d ago
-
Senior Software Engineer, Data Platform & AI Enablement SGD 147K-180KApache Flink | Apache Spark | Checkpointing | Data Streaming | Distributed SystemsSenior-level Full TimeSG - Singapore1d ago
-
AI Deployment Strategist - Singapore SGD 70K-100KAPI Integration | Artificial Intelligence | Fine Tuning | Front-end | Front-end integrationGym membership allowance | Health insurance | Meal allowance | Transportation reimbursementMid-level Full TimeSingapore1d ago
-
AWS | Azure | Computer Vision | Data Analysis | Data PreprocessingCollaborative work environment | Dental insurance | Employee wellness programs | Flexible work hours | Health insuranceMid-level Full TimeSingapore, Singapore, Singapore1d ago
-
Artificial Intelligence | Deep learning | Machine Learning | Reinforcement LearningMid-level Full TimeNTU Main Campus, Singapore1d ago
-
APIs | Compute Technologies | Data Structures | Data Structures and Algorithms | DebuggingSenior-level Full TimeSingapore2d ago
-
Data Engineer SGD 65K-70KApache Spark | Audit trails | Azure | Azure DevOps | Azure Machine LearningHybrid workEntry-level Full TimeSingapore, Singapore, Singapore2d ago
-
Senior Software Engineer (Big Data Processing) SGD 147K-180KAgentic AI | Design Patterns | Docker | Elasticsearch | JavaEmpower to innovate | Engineering and operational excellence | Engineering excellence culture | Modern technology | Purposeful meaningful workSenior-level Full TimeSingapore, Singapore2d ago
-
Senior-level Full TimeSingapore2d ago
-
Lead AI Engineer SGD 108K-143KArtificial Intelligence | CI/CD | Data Preprocessing | Data Versioning | Deployment FrameworkSenior-level Full TimeSingapore2d ago
-
Computer Vision Engineer SGD 60K-120KC++ | Deep learning | Fine Tuning | Image Segmentation | Image classificationMid-level Full TimeSingapore2d ago
-
Algorithm Engineer (R&D) SGD 80K-140KC# | C++ | CUDA | Classification | Data AnalysisFamily-friendly benefitsMid-level Full TimeSGP-Central Singapore-Singapore-KLA2d ago
-
Data Deduplication | Data Pipelines | Data Quality | Data Quality Filtering | DeepSpeedBirthday leave | Flexible work arrangements | Health and wellness benefits | Medical insurance | Parental leaveEntry-level Full TimeSingapore, Singapore3d ago
-
ACR | AKS | ARM Templates | Agile | Application InsightsSenior-level Full TimeSingapore, Singapore3d ago
-
Apache Flink | Apache Kafka | Data Processing | Data integration | Distributed SystemsEntry-level Full TimeSingapore, Singapore3d ago
-
Capacity Planning | Disaster Recovery | Distributed Systems | Docker | GPUMid-level Full TimeSingapore, Singapore3d ago
-
Distributed Systems | Linux | Machine Learning | Networking | Performance AnalysisEntry-level Full TimeSingapore, Singapore3d ago
-
Software Engineer, Payments Data Platform SGD 138K-139KC# | C++ | Data Processing | Data pipeline | Distributed SystemsMid-level Full TimeSingapore3d ago
-
AI Engineer - Gemini Powered Solutions SGD 140K-186KAgentic AI | BigQuery | CI/CD | Cloud Run | Cloud StorageSenior-level Full TimeSingapore, Raffles City Tower3d ago