AI Engineer

goldenagri; Jakarta Pusat; On-site; IDR 240,000,000 - 480,000,000; Full time

Job summary

goldenagri is seeking an AI Engineer to drive research and development in vision transformers and foundational models for agricultural applications. You will work on computer vision tasks, edge deployment, and satellite imagery analytics to deliver scalable AI solutions for real-time mobile and edge devices.

Join a team focusing on innovative ML techniques, self-supervised learning, and model distillation to optimize performance while collaborating with cross-functional teams and ensuring robust

Qualifications

• Bachelor's degree required in IT/Information Systems.
• 3-5 years of AI engineering experience.

Responsibilities

• Research and develop vision transformer models and foundational AI techniques for computer vision challenges.
• Design algorithms for object detection, classification, segmentation, and satellite imagery enhancement for agriculture insights.
• Preprocess large datasets, apply data augmentation, visualize results to improve model performance.
• Collaborate with cross-functional teams to translate business needs into scalable AI solutions.
• Experiment with vision transformers, self-supervised learning, model distillation, and edge deployment.
• Deploy inference models on edge platforms (Smartphones, Raspberry Pi) using TensorFlow Lite/OpenVINO/TensorRT.
• Build and train models with advanced computer vision frameworks for industrial applications.
• Develop AI-driven control systems to automate agricultural processes and monitor SOP compliance.
• Implement LLM-based knowledge management for document search while ensuring data privacy.
• Ensure QA and documentation of research findings and model architectures.

Skills

Coding

Machine Learning

Education

Bachelor's degree in Information Technology and Information System

Job description

Job Description Summary :

This role will be specialized in Vision Transformers, Foundational Models, and Data Science & will be at the forefront of researching, developing, and implementing innovative machine learning solutions in computer vision and generative AI. You will play a pivotal role in driving innovation and advancing our capabilities in using these models across various types of computer vision and real time applications on mobile and edge devices.

Job Description :

• Perform research and innovation efforts in developing cutting-edge vision transformer models, self-supervised learning, and other advanced AI techniques for computer vision challenges.
• Design and develop algorithms for tasks like object detection, classification, segmentation, and enhancing satellite imagery resolution for agricultural insights.
• Analyze and preprocess large-scale datasets, utilizing statistical methods, data augmentation, and visualization tools to improve model performance and provide actionable insights.
• Collaborate with cross-functional teams to understand business needs and create scalable AI-driven solutions.
• Experiment with novel computer vision techniques, including vision transformer-based models, self-supervised learning models, and model distillation (student-teacher models), to identify the best solutions for specific AI use cases, ensuring the highest performancefor each application.
• Optimize and deploy inference models on edge platforms such as smartphones and Raspberry Pi using TensorFlow Lite, OpenVINO, and TensorRT, on real-time AI applications.
• Build and train models using advanced computer vision frameworks for industrial applications.
• Develop AI-driven control systems and integrate models with hardware for automation in agricultural processes, including activity tracking systems to monitor SOP compliance.
• Implement knowledge management solutions using Large Language Models (LLMs) for document search and retrieval, ensuring data privacy.
• Ensure quality assurance and compliance of AI models, performing rigorous testing and documentation of research findings, algorithms, and model architectures.

Job Requirement :

• Min Bachelor Degree in Information Technology and Information System
• Having min 3-5 years of working experience in AI Engineer
• Familiar with Coding and Machine Learning
• Fluent in English
• Willing to be located in Head Office Jakarta

“Our company has never levied any fees for recruitment process nor has it required to order tickets and accommodation through a certain travel agent or certain person”