AI Engineer

goldenagri; Jakarta Pusat; On-site; IDR 200,880,000 - 357,120,000; Full time

Job summary

goldenagri is seeking an AI Engineer to lead research and development in vision transformers, self-supervised learning, and data science for computer vision and generative AI. You will develop algorithms for object detection, classification, and segmentation, while optimizing for real-time edge deployments on smartphones and Raspberry Pi.

The role involves handling large datasets, collaborating with cross-functional teams, and integrating models with hardware for agricultural automation.

Qualifications

• Min Bachelor Degree in Information Technology and Information System.
• 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.

Responsibilities

• 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 performance for 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.

Skills

Coding

Machine Learning

Fluent English

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

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