Research Engineer (VLM for inspection) - #1098389

Responsibilities:

• Design, develop, and optimize AI models for image-based vision inspection tasks, integrating vision models with LLMs/VLMs for enhanced decision-making.

• Implement and fine-tune state-of-the-art models such as Yolact, DeepLabV3, Vision Transformers, and others.

• Explore and implement LLMs or VLMs (e.g., OpenAI GPT, LLaMA, CLIP, BLIP) to incorporate domain knowledge via text prompts for tasks like final sentencing in inspection workflows.

• Develop and maintain Python-based pipelines for data preprocessing, model training, and evaluation.

• Research and implement innovative algorithms to improve model accuracy and efficiency.

• Collaborate with cross-functional teams to understand project requirements and deliver high-quality integrated solutions.

• Document research findings, experimental results, and software implementations.

• Stay updated with the latest advancements in AI and computer vision technologies.

Requirements

• Bachelor’s or Master’s degree in Computer Science, Electrical Engineering, or a related field.

• Strong proficiency in Python programming.

• Expertise in deep learning frameworks like PyTorch and TensorFlow

• Hands-on experience with computer vision models, including, Yolact, DeepLabV3, Vision Transformers, etc.

• Familiarity with LLMs or VLMs, and their integration with vision models (e.g., OpenAI GPT, LLaMA, CLIP, BLIP).

• Familiarity with image processing techniques and libraries such as OpenCV.

(3 year direct contract)

Industry: Manufacturing Technology R&D Institute | Location: 6 bus stops away from Boon Lay MRT

GMP Recruitment Services (S) Pte Ltd | EA Licence: 09C3051 | VO UYEN AI LINH | Registration No: R22109232  

This is in partnership with the Employment and Employability Institute Pte Ltd (“e2i”). 

 e2i is the empowering network for workers and employers seeking employment and employability solutions. e2i serves as a bridge between workers and employers, connecting with workers to offer job security through job-matching, career guidance and skills upgrading services, and partnering employers to address their manpower needs through recruitment, training, and job redesign solutions. e2i is a tripartite initiative of the National Trades Union Congress set up to support nation-wide manpower and skills upgrading initiatives.   

By applying for this role, you consent to GMP Recruitment Services (S) Pte Ltd’s PDPA and e2i’s PDPA.