1 месяц назад
Machine Learning Engineer (Computer Vision)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Machine Learning Engineer (Computer Vision): Designing and deploying production-grade machine learning solutions for construction challenges with an accent on computer vision, LLMs, multimodal AI, and generative AI. Focus on building end-to-end ML pipelines, developing MLOps infrastructure, and optimizing scalable inference performance and reliability.
Location: Remote from anywhere in the Philippines
Company
develops machine learning and AI solutions for real-world construction challenges with a supportive Australian team.
What you will do
- Design, develop, and deploy production-ready machine learning models, with a focus on computer vision.
- Build AI capabilities that identify, track, and analyse construction progress from visual data.
- Research and implement solutions using LLMs, multimodal AI models, and generative AI.
- Build and maintain scalable ML pipelines for data preparation, training, evaluation, deployment, and monitoring.
- Develop MLOps infrastructure covering model versioning, CI/CD, deployment automation, and monitoring.
- Collaborate with Software Engineers, Product Managers, and AI specialists to integrate ML capabilities into production applications.
Requirements
- Bachelor’s degree in Computer Science, Software Engineering, Artificial Intelligence, or a related discipline.
- At least 3 years of commercial experience as a Machine Learning Engineer or AI Engineer.
- Experience building and deploying production machine learning systems and computer vision models.
- End-to-end MLOps experience, including data collection and labelling, model training and evaluation, pipeline development, CI/CD automation, model versioning, monitoring, and optimisation.
- Strong Python skills, experience with PyTorch, and experience deploying scalable inference infrastructure.
- Excellent written and verbal English communication skills and the ability to work remotely from the Philippines with distributed teams across New Zealand and Australia.
Nice to have
- Experience with TensorRT or similar inference optimisation engines.
- Experience developing Edge AI or Edge ML applications.
- Experience with .NET and C#, cloud platforms, Docker, Kubernetes, and modern ML deployment pipelines.
- Experience with construction technology, geospatial imaging, drone imagery, or spatial data.
Culture & Benefits
- 100% remote work from home anywhere in the Philippines.
- Paid local holidays aligned with the Australian business calendar.
- Training and professional growth opportunities.
- Direct collaboration with a supportive Australian team without an agency intermediary.
- Long-term engagement with a stable and growing business.
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