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
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