Backend Engineer - Large Model Knowledge System/Content understanding/RAG (ByteDance Singapore)
Singapore, Singapore
Mid-level Full Time
Tasks
- Build multimodal content understanding pipeline
- Deliver domain knowledge base solutions for public cloud products
- Design and optimize large model RAG and knowledge base architecture
- Drive cloud native monitoring billing and elastic scheduling iteration
- Implement large scale vector retrieval
- Implement video representation models
- Maintain and extend backend architecture of in house vector databases
- Optimize model inference performance
- Optimize vector computing components
- Resolve service availability throughput and storage bottlenecks
- Support multimodal unstructured data processing and storage
Perks/Benefits
- N/A
Skills/Tech-stack
Cloud Native | Cloud-native monitoring | Elastic Scheduling | Inference Optimization | Knowledge Base | Knowledge-base architecture | Model Inference | Model Inference Optimization | Multimodal Learning | Performance Tuning | Retrieval-Augmented Generation | Storage Optimization | Vector Database | Vector Retrieval | Vector computing | Video Representation
Education
N/A
Roles
Language: en
Views: 7
Clicks: 0
Saves: 0
Related jobs
-
Agent Development | Agent Development Kit | Agent systems | Application Programming | Application Programming InterfacesMid-level Full TimeSingapore13h ago
-
Deployed AI Engineer SGD 60K-96KCloud services | Human-in-the-loop | Integration Patterns | Language Models | Large Language ModelsMid-level Full TimeSingapore, SG1d ago
-
AI Engineer SGD 85K-143KAI Foundry | Agentic Systems | Azure AI | Azure AI Foundry | Azure CognitiveMid-level Full TimeSingapore, Singapore, Singapore1d ago
-
AI Engineer SGD 63K-130KAPI Integration | Agent Orchestration | Agent systems | Database Integration | GovernanceMid-level Full TimeSingapore, Singapore, Singapore1d ago
-
Mid-level Full TimeSingapore, Singapore, Singapore1d ago
-
Senior Machine Learning Engineer SGD 162K-214KAmazon Web Services | Anomaly Detection | Apache Kafka | Apache Spark | Cloud platformDistributed team collaboration | Lean team ownership | Remote-first flexibilitySenior-level Full TimeSingapore R1d ago
-
.NET | AKS | Azure DevOps | Azure Functions | Azure OpenAIMid-level Full TimeSingapore, Singapore1d ago
-
Chain-of-Thought | Data Analysis | Few-Shot Learning | Few-shot | Language ModelsSenior-level Full TimeSingapore1d ago
-
Lead AI Engineer SGD 153K-216KAgent automation | CI/CD | Clean Code | Generative AI | Knowledge Grounded Language ModelsSenior-level Full TimeSingapore2d ago
-
Associate AI Specialist SA SGD 96K-139KAWS Bedrock | AgentCore) | Agentic Workflows | Amazon SageMaker | Amazon Web ServicesMid-level Full TimeSGP2d ago
-
A2A | Agent evaluation | Agent systems | Agentic AI | CodeActMid-level Full TimeSingapore, Singapore, Singapore3d ago
-
VP of Research, Machine Learning SGD 120K-270KAgent systems | GPU | JAX | Knowledge Distillation | Machine LearningExecutive-level Full TimeSingapore R3d ago
-
Principal Machine Learning Engineer SGD 160K-225KApache Arrow | Apache Spark | DPO | Deep learning | DeepSpeedSenior-level Full TimeSingapore R3d ago
-
Technical Lead, Machine Learning SGD 160K-225KBatch inference | Bias Evaluation | DPO | Data Pipelines | Fine TuningSenior-level Full TimeSingapore R3d ago
-
Staff Machine Learning Engineer SGD 150K-220KBias Evaluation | DPO | Data Pipelines | Evaluation | GPU OptimizationSenior-level Full TimeSingapore R3d ago
-
Senior-level Full TimeSingapore, Singapore4d ago
-
Foundation Engineering, AI Platform, GenAI Search and Document Management Developer, Associate, Singapore SGD 146K-256KConcurrent programming | Distributed Systems | Elasticsearch | GRPC | JavaEntry-level Full TimeSingapore, Singapore, Singapore4d ago
-
Backend Engineer - AI Solutions - A26300 SGD 90K-108KAI Agent | AI agent workflows | API Development | AWS | Access ControlsEmployee wellness program | Fun working environment | Learning and development opportunities | Structured development frameworkMid-level Contract Full TimeSingapore, Singapore, Singapore5d ago
-
Machine Learning Platform Engineer SGD 139K-180KAWS | Azure | CI/CD | Dask | Distributed SystemsHealth and wellbeing resources | Paid volunteer daysMid-level Full TimeSydney - Australia - Sydney, 2000 … R5d ago
-
Mid-level Full TimeSingapore5d ago
-
Tech Lead — ASR / TTS / Speech LLM (IC + Mentor) SGD 60K-130KAGC | Active Learning | Activity Detection | Automatic Speech Recognition | CTCHIPAA compliant environment | Healthcare domain impact | Mentorship | SOC 2 aligned operationsSenior-level Full TimeSingapore R5d ago
-
AI Software Engineer - VP/ED SGD 163K-240KAI Governance | AI Security | APIs | AWS | Agent OrchestrationCommunity initiatives | Flexible benefits | Learning opportunities | Professional development | Wellbeing initiativesExecutive-level Full TimeSGP-Head Office, Singapore6d ago
-
.NET | Agent Orchestration | Agent systems | App Service | Azure AppSenior-level Full TimeSingapore, Singapore6d ago
-
Senior-level Full TimeSingapore - Central, Downtown Core6d ago
-
Agentic AI | Anomaly Detection | CI/CD | DevOps | LLM orchestrationExecutive-level Full TimeDBS Asia Hub, Singapore7d ago