Solafune is seeking an AI Engineer to design, develop, and deploy machine learning and deep learning models across diverse data types. You will also plan and operate data analysis competitions, and collaborate with research teams to bring AI technologies into real-world applications. The role involves full lifecycle model development from PoC to production, and requires Kaggle competition experience at Master level or above.
Responsibilities
Design, develop, and tune AI models (classification, detection, generation, time-series prediction, optimization)
Implement, train, and evaluate deep learning models using Python and PyTorch/TensorFlow
Perform data preprocessing, feature extraction, and evaluation metric design across image, numerical, and NLP data
Deploy models as APIs and implement on cloud environments (AWS, GCP, Azure)
Plan and operate data analysis competitions, including problem definition and dataset preparation
Manage processes from technical PoC through to production implementation
Validate and implement new technologies and algorithms in collaboration with research teams
Requirements
Experience developing AI/ML models using Python
Experience building and training deep learning models with PyTorch or TensorFlow
Understanding of machine learning fundamentals and model evaluation