Senior / Staff Computer Vision & AI Algorithm Engineer (Core R&D)
SGP - Singapore - Tampines
SGD 150K-170K (estimate) Senior-level Full Time
Tasks
- Build transformer based detection and recognition architectures
- Design evaluation protocols and run ablation studies
- Develop few shot small sample learning methods
- Develop vector and graph based learning for structured data
- Fine tune LLM and VLM models using post training pipelines
- Implement reinforcement learning from human feedback
- Integrate algorithms into production modules
- Optimize compute kernels using SIMD and CUDA
- Profile and improve runtime memory and throughput
- Reproduce research algorithms from papers
- Research develop optimize computer vision algorithms
- Train and apply graph neural networks for connectivity reasoning
- Write high performance training and inference code
Perks/Benefits
- N/A
Skills/Tech-stack
Anomaly Detection | C++ | CUDA | Computer Vision | Convolutional Neural Networks | DPO | Deep learning | Few-Shot Learning | Few-shot | Fine Tuning | Graph Neural Networks | Instance Segmentation | Keypoint detection | Language Models | Large Language Models | LoRA | Meta Learning | Neural Networks | Object Detection | PEFT | Parallel Computing | PyTorch | Python | RLHF | Reinforcement Learning | Rotated Object Detection | SIMD | Semantic Segmentation | Supervised Fine Tuning | Transformers | Vector Representation | Vision Language Models | Vision-language
Education
Related jobs
-
APIs | Azure Data | Azure Data Explorer | Azure Data Factory | Azure DevOpsOnsite workMid-level Full TimeSingapore, Singapore8h ago
-
Computer Vision | Deep learning | Information Retrieval | Language Processing | Machine LearningEntry-level Full TimeSingapore, Singapore10h ago
-
Mid-level Full TimeSingapore19h ago
-
Sr. Forward Deployed Engineer SGD 160K-214KAnthropic | Apache Spark | Artificial Intelligence | Data Engineering | DatabricksSenior-level Full TimeSingapore20h ago
-
Engineer, AI Developer/AI Platform SGD 90K-130KArtificial Intelligence | Human-in-the-loop | Lifecycle Management | Machine Learning | Model LifecycleEntry-level Full TimeAero - 507 Airport Road, SG22h ago
-
Senior Data Engineer (18 Months Contract) SGD 160K-191KAI | Automation | C# | Continuous Learning | Data GovernanceEmployee resource groupsSenior-level Contract Full TimeSingapore - Woodlands - NorthTech22h ago
-
Machine Learning Graduate SGD 57K-57KArtificial Intelligence | Data Analysis | Data Preprocessing | Data Visualization | DocumentationEntry-level Full TimeSingapore, Central Singapore, Singapore22h ago
-
Machine Learning Graduate SGD 57K-57KArtificial Intelligence | Data Analysis | Data Preprocessing | Docker | GitCareer Development Programs | Health and wellbeing benefits | Onsite work arrangementEntry-level Full TimeSingapore, Central Singapore, Singapore22h ago
-
Senior Big Data Engineer SGD 90K-130KAlgorithms | C++ | Data Extraction Transformation Loading | Data Structures | Data extractionSenior-level Full Time Internship新加坡1d ago
-
Machine Learning Engineer - Logistics Fulfillment SGD 75K-120KCapacity Scheduling | Deep reinforcement learning | Dynamic Route Planning | Image Recognition | Language ModelsMid-level Full TimeSingapore, Singapore1d ago
-
Computer Vision | Data Analysis | Deep learning | Generative AI | Graph Neural NetworksInternshipEntry-level InternshipSingapore, Singapore1d ago
-
Adversarial Training | Chain-of-Thought | Computer Vision | Deep learning | Few-Shot LearningSenior-level Full TimeSingapore, Singapore1d ago
-
Senior Manager - Data Science SGD 150K-220KAgile | Deep learning | Generative AI | Language Models | Language ProcessingSenior-level Full TimeSingapore1d ago
-
API Integration | Apache Airflow | Data Pipelines | Deployment | DocumentationSenior-level Contract Full TimeSingapore, Singapore, Singapore1d ago
-
API | API Integration | Automation | Data Processing | DocumentationMid-level Full TimeSingapore, Singapore, Singapore1d ago
-
Artificial Intelligence | Data Mining | Data analytics | Deep learning | JMPMid-level Full TimeFab 10A, Singapore1d ago
-
Language Models | Language Processing | Large Language Models | Linear Algebra | Natural LanguageEntry-level Full TimeNTU Main Campus, Singapore1d ago
-
Assistant Vice President/ Vice President, Network Data Engineer, Core Technology Infrastructure SGD 120K-261KAgile | Ansible | Arista | BGP | Change ManagementFlexible benefits | In-office collaborationExecutive-level Full TimeSingapore1d ago
-
C# | Electromagnetism | MATLAB | Mechanics | NumPyEnglish CV requirement | Flexible part-time schedule | Freelance project-based workEntry-level FreelanceSingapore - Remote R1d ago
-
Software Engineer SGD 122K-140KApache Flink | Apache Kafka | Apache Spark | Cloud Dataflow | Cloud RunMid-level Full TimeCrimson House Singapore1d ago
-
Staff/Lead LLM Data Scientist (Singapore based) SGD 120K-135KAgent Orchestration | Cost Optimization | Deep learning | Evaluation | ExperimentationRelocation assistance | Visa sponsorshipSenior-level Full TimeSingapore2d ago
-
Senior Data Engineer, Compliance Data Platform SGD 139K-143KAuditability | Data Lineage | Data Modeling | Data Quality | Data immutabilityCompany events | Education subsidy | Healthcare | L and D programs | Meal allowanceSenior-level Full TimeHong Kong, Hong Kong SAR; Singapore, …2d ago
-
Staff Data Engineer, Finance Data Platform SGD 171K-206KAirflow | Anomaly Detection | Audit Trail | Data Lineage | Data ModelingEducation subsidy | Healthcare coverage | L and D programs | Meal allowances | Team building programsSenior-level Full TimeHong Kong, Hong Kong SAR; Singapore, …2d ago
-
Senior Machine Learning - Search SGD 140K-182KBM25 | C++ | Collaborative Filtering | Deep learning | Dense vectorsSenior-level Full TimeSingapore2d ago
-
Structural Engineer (with Computational Design Skills) - “High-Rise & Complex Buildings” SGD 45K-54KC# | Element analysis | Finite Element Analysis | Finite element | GrasshopperEntry-level Full TimeSingapore, Singapore2d ago