Senior AI Engineer
Job Description Summary :
Drive technological innovation while managing teams and contributing to strategic business growth. Having a strong technical foundation in AI/ML, computer vision, and cutting-edge AI techniques, coupled with leadership acumen and the ability to identify business opportunities that leverage AI solutions.
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, develop and deploy 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 architecture
Job Requirement :
- Masters degree in Computer Science, Data Science, or a related field with a strong focus on machine learning, computer vision, or artificial intelligence.
- Proven experience (> 4 years) in AI/ML development, with a track record of delivering AI-driven products or solutions.
- Proven experience in managing AI teams and leading AIfocused projects.
- Proficiency in TensorFlow, PyTorch, and strong programming skills in Python or other relevant languages/frameworks.
- In-depth understanding of convolutional neural networks (CNNs), attention mechanisms, and hands-on experience with vision transformers architectures, self-supervised learning, and model distillation techniques. •
- Strong foundation in statistical analysis, data manipulation, visualization techniques, remote sensing/satellite imagery.
- Experience integrating AI-driven control systems with hardware, using devices like Arduino and Raspberry Pi.
- Knowledge of deploying machine learning models in production environments and cloud platforms like AWS, GCP, or Azure.
- Expertise in handling large-scale datasets and distributed training on multi-GPU setups
- In-depth knowledge of Large Language Models (LLMs), such as GPT or BERT, and their use in natural language processing tasks. Experience in fine-tuning and deploying LLMs while ensuring data privacy and security compliance
- Publications in reputable conferences/journals highlighting contributions to the field of computer vision, generative AI and transformer-based architectures.
- Experience with DevOps practices, continuous integration, and data privacy regulations.
- Knowledge of Palm Oil industry for upstream, midstream or/and downstream is an added advantage.
"Our company has never levied any fees for the recruitment process nor has it required to order tickets and accommodation through a certain travel agent or certain person"
Information :
- Company : Sinar Mas Agribusiness and Food
- Position : Senior AI Engineer
- Location : Jakarta Selatan
- Country : ID
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Post Date : 2025-06-27 | Expired Date : 2025-07-27