AI Engineer

Golden Agri Resources; Jakarta Pusat; On-site; IDR 300,000,000 - 600,000,000; Full time

Job summary

Golden Agri Resources is seeking an AI Engineer specialized in Vision Transformers, Foundational Models, and Data Science to research, develop, and implement innovative machine learning solutions in computer vision and generative AI. You will advance our capabilities across many computer vision tasks and real-time applications on mobile and edge devices.

The role requires a Bachelor’s degree in IT/IS and 3–5 years of AI engineering experience, plus fluency in English.

Qualifications

• Specialized in vision transformers, self-supervised learning, and AI techniques for computer vision challenges.
• Experience with object detection, segmentation, and enhancement of satellite imagery resolutions for agricultural insights.
• Familiar with deploying AI models on edge devices and collaborating with cross-functional teams.

Responsibilities

• Perform research and innovation in developing vision transformer models and other advanced AI techniques for computer vision challenges.
• Design algorithms for object detection, classification, segmentation, and enhancing satellite imagery resolution for agricultural insights.
• Analyze large-scale datasets with data augmentation and visualization 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 models, self-supervised learning, and model distillation to identify best solutions for specific use cases.
• Optimize and deploy inference models on edge platforms like smartphones and Raspberry Pi using TensorFlow Lite, OpenVINO, and TensorRT.
• 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.
• Implement knowledge management solutions using LLMs for document search and retrieval, ensuring data privacy.
• Ensure QA and documentation of research findings, algorithms, and model architectures.

Skills

Vision transformers

Self-supervised learning

Computer vision

Edge deployment

Education

Bachelor's degree in IT/IS

Tools

TensorFlow Lite

OpenVINO

TensorRT

LLMs

Satellite imagery processing

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

About the Company

We are a leading, publicly-listed, global seed-to-shelf agribusiness committed to sustainable palm oil production. Our palm oil plantations cover more than 138,000 hectares (including smallholder farmers). Our primary activities are cultivating and harvesting oil palms, processing fresh fruit bunches (FFBs) into crude palm oil (CPO) and palm kernel, and refining CPO into value-added products such as cooking oil, margarine, and shortening. We own 46 mills and operate 8 downstream facilities that manage refining and kernel crushing operations, across Indonesia. Besides bulk and industrial oil, our refined products are also marketed under several brands well-loved consumer brands such as Filma and Kunci Mas. Today, these brands have been recognised for their high quality and command significant market share in their respective segments in Indonesia. Based in Jakarta, we were founded in 1962 and listed on the Indonesia Stock Exchange in 1992. A subsidiary of Golden Agri-Resources (GAR), we have Sinar Mas Oleochemical, SMART Research Institute (SMARTRI), and SMART Biotechnology Centre within our operations.

Why join us?

Palm oil and agriculture play a significant role in meeting the growing world population's demands for sustainable and innovative solutions to nutrition, energy and personal care products. As a leading global seed-to-shelf agribusiness, we want talents who are ready to overcome future challenges in this sector, and be part of sustainably feeding and fueling generations.