LLM & Agent Algorithm Intern (Search) - 2027 Start (PhD)
Tasks
- Automate hyperparameter tuning and training pipeline
- Build agent execution framework for tool calling planning and memory
- Build and optimize search domain LLM foundation
- Build long term memory mechanisms for LLMs
- Build multimodal AIGC creation using image and video generation
- Build online reward verifier systems
- Create automated evaluation frameworks for long cycle tasks
- Develop long horizon task agents for persistent intent
- Develop multi agent orchestration for scheduling allocation and communication
- Develop post training pipeline for search LLMs
- Develop recursive self improvement workflows
- Evaluate multi agent collaboration and cross domain capabilities
- Implement agent loop training inference evaluation closed loop
- Implement visual search and on device intelligence with object detection and OCR
- Integrate search knowledge into LLMs
- Optimize LLM inference for long context
- Optimize model compression and inference acceleration
- Synthesize and evaluate synthetic training data
Perks/Benefits
- N/A
Skills/Tech-stack
AI Feedback | Agent systems | Agents | Automated Evaluation | Context modeling | Data Synthesis | Deep learning | Distributed Training | Fine Tuning | Human Feedback | Knowledge Distillation | Language Models | Large Language Models | Learning from Human Feedback | Long Context | Long Context Modeling | Machine Learning | MapReduce | Mixed Precision | Mixed-precision training | Model Alignment | Model Compression | Model Fine-tuning | Model Training | Multi-Agent | Multi-Agent Systems | Orchestration | Planning | Pruning | PyTorch | Quantization | RAG | Reinforcement Learning | Reinforcement Learning from AI Feedback | Reinforcement Learning from Human Feedback | Reward Modeling | Self-Improvement | Spark | Synthetic data | TensorFlow | TensorRT | Tool-Calling | Verifier Systems
Education
Related jobs
-
LLM Algorithm Research Scientist Code AI Intern (AI Innovation Center) - 2026 Start (PhD) SGD 57K-57KAlgorithms | C# | C++ | Code comprehension | Computer VisionEntry-level InternshipSingapore4h ago
-
Senior Data Scientist, Research, App Ecosystem and Trust SGD 120K-170KCausal Inference | Causal inference methods | Database querying | Experimentation | Inference MethodsSenior-level Full TimeSingapore5h ago
-
Senior-level Full TimeSingapore - Central, Downtown Core15h ago
-
Agentic AI | Anomaly Detection | CI/CD | DevOps | LLM orchestrationExecutive-level Full TimeDBS Asia Hub, Singapore16h ago
-
Machine Learning Engineer (EC AI) SGD 70K-130KData Analysis | Experimental Design | Machine Learning | Predictive Modeling | PythonMid-level Full TimeCrimson House Singapore16h ago
-
[Lta-Itcd] Senior Ai Engineer / Ai Engineer SGD 74K-74KAI Governance | Agentic AI | Cloud Platforms | Computer Vision | Data ManagementSenior-level Full TimeLTA HSO B6 02, Singapore16h ago
-
AI Engineer（Senior Level） SGD 147K-180KFaiss | Information Retrieval | Java | Latency optimization | Machine LearningSenior-level Full Time新加坡20h ago
-
Data Scientist, Product, App Ecosystem and Trust SGD 81K-109KData Analysis | Data Visualization | Experiment design | Machine Learning | Model EvaluationMid-level Full TimeSingapore1d ago
-
Risk, Metrics & Analytics Platform, Counterparty Credit Risk Engineering, Associate, Singapore SGD 130K-190KAWS | Artificial Intelligence | Automated testing | CI/CD | Code reviewMid-level Full TimeSingapore, Singapore, Singapore1d ago
-
Alerting | Benchmarking | Cloud infrastructure | Data Pipelines | Distributed SystemsMid-level Full TimeSingapore R1d ago
-
LLM Application Engineer SGD 120K-170KAPI Integration | Agentic Workflows | Backend Development | Distributed Systems | Evaluation FrameworksMid-level Full TimeSingapore R1d ago
-
Apache Spark | Data Engineering | Deep learning | Hadoop | Image ProcessingSenior-level Full TimeSingapore1d ago
-
Staff/Lead LLM Data Scientist (Singapore based) SGD 140K-192KAgent Orchestration | Context Management | Experimentation | Feature Engineering | Language ModelsRelocation assistance | Visa sponsorshipSenior-level Full TimeSingapore1d ago
-
Staff/Lead LLM Data Scientist (Singapore based) SGD 140K-192KAgent Orchestration | Context Management | Cost Optimization | Evaluation | ExperimentationRelocation assistance | Visa sponsorshipSenior-level Full TimeSingapore1d ago
-
Computer Vision | Deep learning | Hadoop | Language Processing | Machine LearningSenior-level Full TimeSingapore1d ago
-
AI Lead, IT Applications SGD 165K-238KAI Foundry | AI Observability | AI RMF | AI Search | AI StudioSenior-level Full TimeSingapore1d ago
-
Staff / Senior Product Engineer - Advanced Analytics SGD 120K-168KAWS SageMaker | Agentic AI | Azure Machine Learning | Cloud Computing | ConfluenceSenior-level Full TimeMSB, Singapore1d ago
-
Senior AI Engineer SGD 165K-225KAWS | CI/CD | CloudWatch | Docker | EC2Career growth | Flexible working environment | Market leader total rewards | Remote-friendly cultureSenior-level Full TimeSingapore R1d ago
-
Mid-level Full TimeSLA-REVENUE HOUSE LEVEL 14, Singapore1d ago
-
Senior Data Scientist SGD 149K-214KA/B | A/B Testing | Anomaly Detection | B testing | Data analyticsSenior-level Full TimeSingapore-CapitaSky1d ago
-
Experimental Design | Language Processing | Machine Learning | Natural Language | Natural Language ProcessingMid-level Full TimeIMD - Mapletree Business City, MBC …1d ago
-
Entry-level Full Time新加坡1d ago
-
M55 - Full Stack Engineer SGD 149K-205K.NET | AI Foundry | AI Search | AI orchestration | API ManagementAgile environment | Engineering reusable patterns | Iterative product deliverySenior-level Full TimeSingapore2d ago
-
AI Agents | C++ | Classification | Clustering | Cross-modal retrievalEntry-level Full TimeSingapore2d ago
-
Computer Vision | Generative AI | Image Segmentation | Language Models | Language ProcessingEntry-level Full TimeSingapore2d ago