Algorithm Design Engineer - AI算法工程师

Fortuntech Mt Technology Sdn Bhd; Seberang Perai; On-site; MYR 150,000 - 200,000; Full time

Job summary

A technology firm in Penang is seeking a skilled professional to design algorithms in industrial equipment and computer vision fields. Responsibilities include optimizing existing algorithms to improve performance metrics and conducting research on large AI models. The ideal candidate will have expertise in model training and techniques such as GPU acceleration. Join a dynamic team pushing the boundaries of technology and AI applications.

Qualifications

• Expertise in algorithm design for industrial equipment and computer vision.
• Ability to optimize existing algorithms for performance metrics.
• Familiarity with mainstream frameworks for model training.

Responsibilities

• Design algorithms for feature extraction and model training.
• Optimize algorithms to enhance accuracy and speed.
• Conduct research on large AI models for fine-tuning.

Skills

Algorithm design

Model training

Optimization techniques

GPU acceleration

Image classification

Job description

Responsible for algorithm design in fields such as industrial equipment and computer vision, encompassing feature extraction, pattern recognition, and model training
负责工业设备、计算机视觉等领域的算法设计，包括特征提取、模式识别、模型训练等

Optimise existing algorithms to enhance model performance metrics (e.g., accuracy, recall, inference speed）
优化现有算法，提升模型性能（如准确率、召回率、推理速度等）

Conduct model training and tuning using mainstream frameworks
使用主流框架进行模型训练和调优

Research large AI models and perform fine-tuning or RAG (Retrieval-Augmented Generation) optimisation based on business requirements
研究 AI大模型，结合业务需求进行微调或RAG（检索增强生成）优化

Optimise model inference performance through techniques such as GPU acceleration and quantisation pruning
优化模型推理性能，如GPU加速、量化剪枝等

Familiar with industrial image segmentation, image classification, object detection, few-shot learning, incremental learning, YOLO-World, Grounding DINO, transferSeg, AIDI, VIDI, 3C
熟悉：工业领域图像分割，图像分类，目标识别，小样本，增量学习，yoloworld ,Grounding DINO, transferSeg，AIDI VIDI, 3C