Innovasea
Innovasea Machine Learning Engineer Role
Job Description
Innovasea is seeking a skilled Machine Learning Engineer focused on AI/ML projects for sustainable aquaculture. Take charge of the AI lifecycle, from model design to production web application.
In this role, you’ll join a passionate team dedicating efforts to sustainable solutions in fish tracking. Responsibilities include developing computer vision systems, building robust AWS infrastructure, and creating effective full-stack applications. You'll need a solid background in machine learning and software engineering to excel.
Key Responsibilities:
• Train and deploy custom computer vision models
• Design efficient camera ingestion pipelines
• Build scalable MLOps pipelines on AWS
• Develop backend APIs and user-friendly dashboards
• Master complex data transformations and debugging
Requirements:
• 5+ years in software engineering, 3+ in ML/computer vision
• Expertise in Python, TensorFlow, PyTorch
• Proven AWS model deployment experience
• Strong syst...
In this role, you’ll join a passionate team dedicating efforts to sustainable solutions in fish tracking. Responsibilities include developing computer vision systems, building robust AWS infrastructure, and creating effective full-stack applications. You'll need a solid background in machine learning and software engineering to excel.
Key Responsibilities:
• Train and deploy custom computer vision models
• Design efficient camera ingestion pipelines
• Build scalable MLOps pipelines on AWS
• Develop backend APIs and user-friendly dashboards
• Master complex data transformations and debugging
Requirements:
• 5+ years in software engineering, 3+ in ML/computer vision
• Expertise in Python, TensorFlow, PyTorch
• Proven AWS model deployment experience
• Strong syst...