- Islandwide (Singapore) Singapore

工作地点
职位描述
岗位职责
Our client is a Singapore-basedAI company that uses computer vision to analyse drone and telephoto imagery ofbuilding exteriors, detecting defects such as cracks, spalling and corrosionfor building-compliance inspections. Their production environment runs on AWSwith a GPU compute fleet supporting photogrammetry, 3D reconstruction and AImodel training/serving.
• Own and modernise the production defect-detection andclassification model stack
• Migrate legacy computer-vision workloads to supportedruntimes and modern serving infrastructure
• Design and run a structured evaluation of managed vs.self-hosted vision-language models (VLMs)
• Operate distributed inference and GPU batch processingpipelines on AWS
• Contribute computer-vision stages to photogrammetry and3D reconstruction pipelines
• Build dataset curation, annotation and evaluationworkflows over large-scale imagery data
• Establish model evaluation benchmarks and versionedground-truth datasets
• 2+ years of ML/computer-vision engineering with modelsin production
• 2+ years running training/inference on AWS (EC2 GPUand/or SageMaker)
• Strong PyTorch and CUDA/GPU engineering background
• Recent hands-on experience with vision-language ormultimodal models
• Python and boto3 automation (S3, EC2, SSM, Lambda)
• Model serving experience (e.g. TorchServe, Docker onEC2)
• Comfortable administering both Linux and Windows GPUhosts
• Experience with photogrammetry, 3D reconstruction (e.g.NeRF/Gaussian Splatting) or drone/geospatial imagery is a strong plus
• GIS/geospatial tooling familiarity
• Experience in building-inspection or similar regulateddomains
• Image restoration/enhancement or thermal imageryanalysis experience
重要安全守则
申请工作时,切勿提供您的银行或信用卡详细资料。不要转账或完成无关的在线调查问卷。如果您发现可疑内容,请举报此招聘广告。