AI Engineer

Golden Agri-Resources (GAR); Pulau Untung Jawa; On-site; IDR 240,000,000 - 480,000,000; Full time

Job summary

Golden Agri-Resources (GAR) seeks an AI Engineer to advance computer vision and generative AI research. You will work on vision transformers, self-supervised learning, and deploying models on edge devices, contributing to agricultural insights and real-time applications.

The role requires 3–5 years in AI, proficiency in English, and willingness to be based at the Head Office in Jakarta. You will collaborate with cross-functional teams to translate business needs into scalable AI solutions.

Qualifications

• Bachelor degree in Information Technology and Information System.
• 3–5 years of AI Engineer experience.
• Fluent in English.

Responsibilities

• Research and develop vision transformer models and self-supervised learning techniques for CV challenges.
• Design algorithms for detection, classification, segmentation, and satellite image enhancement for agricultural insights.
• Preprocess large datasets using statistical methods, data augmentation, and visualization to improve model performance.
• Collaborate with cross-functional teams to translate business needs into scalable AI solutions.
• Experiment with vision transformer models, self-supervised learning, and student-teacher distillation for optimal use cases.
• Optimize and deploy inference on edge platforms (smartphones, Raspberry Pi) using TensorFlow Lite, OpenVINO, and TensorRT.
• Build and train models using advanced CV frameworks for industrial applications.
• Develop AI-driven control systems and integrate models with hardware for automation in agriculture.
• Implement knowledge management with LLMs for document search while ensuring data privacy.
• Ensure QA and documentation of research findings, algorithms and model architectures.

Skills

Vision transformers

Self-supervised learning

Machine learning

Edge deployment

Collaboration

Education

Bachelor degree in IT/IS

Tools

TensorFlow Lite

OpenVINO

TensorRT

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”