LLM & Agent Algorithm Graduate (Search) - 2027 Start (PhD)
Tasks
- Apply object detection and OCR for search experiences
- Build agent loop training inference evaluation closed loop
- Build reward verifier systems and automated evaluation frameworks
- Build search-domain LLM foundation
- Develop multi agent orchestration and scheduling algorithms
- Develop post training pipeline for search LLMs
- Develop self improvement and recursive self improvement pipelines
- Develop visual search and on device intelligence features
- Evaluate long cycle complex agent tasks
- Implement agent execution framework for tool calling planning memory and environment interaction
- Implement long term memory mechanisms for LLMs
- Implement multimodal AIGC creation workflows
- Optimize LLM inference for long context
- Perform data synthesis and quality control for vertical domains
Perks/Benefits
- N/A
Skills/Tech-stack
AI Feedback | Agent Orchestration | Agent systems | Automated Evaluation | Computer Vision | Context modeling | Data Quality | Data quality control | Deep learning | Distributed Training | Fine Tuning | Human Feedback | Knowledge Distillation | Language Models | Language Processing | Large Language Models | Learning from Human Feedback | Long Context | Long Context Modeling | Long-term Memory | Machine Learning | MapReduce | Mixed Precision | Mixed-precision training | Model Alignment | Model Distillation | Model Pruning | Model Quantization | Multi-Agent | Multi-Agent Systems | Multimodal Learning | Natural Language | Natural Language Processing | Planning | Pretraining | PyTorch | Quality Control | RAG | Recursive Self Improvement | Reinforcement Learning | Reinforcement Learning from AI Feedback | Reinforcement Learning from Human Feedback | Self-Improvement | Spark | TensorFlow | TensorRT | Tool-Calling
Education
Related jobs
-
VP / AVP, GenAI Engineer/Scientist, Innovation Group SGD 130K-200KAgent evaluation | Audit Logging | Bias Testing | Classification | Data PreparationExecutive-level Full TimeCentral Region (City Area), Singapore1d ago
-
Agentic AI | Audit Logging | Bias Testing | Calibration | Cause analysisExecutive-level Full TimeCentral Region (City Area), Singapore1d ago
-
VP1 Senior GenAI Engineer, GMET SGD 162K-205KAPI Design | Agentic Workflows | Containerization | Context Management | Distributed SystemsSenior-level Full TimeCentral Region (City Area), Singapore1d ago
-
Manager, Data Engineer, Group Technology & Ops SGD 115K-143KApache Flink | Apache Hive | Apache Iceberg | Apache Kafka | Apache NiFiMid-level Full TimeWest Region (City Area), Singapore1d ago
-
VP, Data Scientist, Enterprise AI, Innovation Group SGD 130K-261KAgentic AI | Agile project management | Boosting | Data Visualization | Deep learningExecutive-level Full TimeCentral Region (City Area), Singapore1d ago
-
Agile project management | Bayesian Inference | Causal Inference | Data Visualization | Deep learningExecutive-level Full TimeCentral Region (City Area), Singapore1d ago
-
VP2 Senior GenAI Application Engineer, GMET SGD 147K-180KAgent Orchestration | DeepAgent | Elastic | Java | LangchainSenior-level Full TimeCentral Region (City Area), Singapore1d ago
-
CI/CD | Data Pipelines | DevOps | ETL | HadoopExecutive-level Full TimeCentral Region (City Area), Singapore1d ago
-
数据挖掘工程师 SGD 67K-78KAssociation Mining | Data Mining | Data Structures | Deep learning | ForecastingEntry-level Full Time新加坡1d ago
-
Mid-level Full TimeSingapore, Singapore1d ago
-
.NET | Agent Orchestration | Agent systems | App Service | AuthenticationMid-level Full TimeSingapore, Singapore1d ago
-
.NET | App Service | Azure | Azure App | Azure App ServiceMid-level Full TimeSingapore, Singapore1d ago
-
Senior-level Full TimeSingapore, Singapore1d ago
-
Control Theory | Domain Adaptation | Domain Randomization | Imitation Learning | IsaacGymFast iteration cycle | High visibility projects | Open source contributionsMid-level Full TimeSingapore1d ago
-
Machine Learning Engineer (Data Mining) - TikTok Shop SGD 143K-180KC++ | Data Mining | Decision Trees | Factorization machines | FlinkMid-level Full TimeSingapore1d ago
-
Agent systems | Cloud platform | Cost Per | Cost Per Request | CrewAIMid-level Full TimeSingapore2d ago
-
A2A | Agent Development Kit | Agent systems | Agentic Systems | Cloud APIsSenior-level Full TimeSingapore2d ago
-
Data Quality | Data Validation | Data Visualization | Data pipeline | Deep learningMid-level Full TimeSingapore2d ago
-
Sr Advanced Software Engr (Data Scientist) SGD 160K-225KAzure Cloud | CI/CD | Computer Vision | Data Modeling | Deep learningSenior-level Full TimeSingapore2d ago
-
#EG Prompt Engineer/Designer SGD 120K-168KA/B | A/B Testing | B testing | Change Management | Context ManagementCollaborative team environment | Professional development supportSenior-level Full TimeSingapore, Singapore2d ago
-
AWS | Artificial Intelligence | Azure | Cloud Platforms | Data LineageSenior-level Full TimeSingapore-Yishun2d ago
-
Artificial Intelligence | Data Quality | Data Visualization | Data quality monitoring | Diagnostic AnalyticsSenior-level Full TimeSingapore-Yishun2d ago
-
Research Scientist (Computer Science / Artificial Intelligence / Machine Learning / Natural Language Processing) SGD 72K-120KComputational Efficiency | Deep learning | Efficient Inference | Efficient Training | Efficient machine learningSenior-level Full TimeNTU Main Campus, Singapore2d ago
-
Distributed Systems | Hugging Face | Information Retrieval | Language Models | Language ProcessingSenior-level Full TimeNTU Main Campus, Singapore2d ago
-
Research Engineer I (Computer Science / Artificial Intelligence / Data Science / Electrical Engineering) SGD 60K-108KBenchmarking | Deep learning | Distributed Training | Efficient Fine Tuning | Efficient InferenceMid-level Full TimeNTU Main Campus, Singapore2d ago