
Senior AI Development Specialist
1 week ago
We are seeking a highly skilled and passionate AI/ML Engineer to join our team.
This role involves developing and optimizing AI models for deployment on edge devices, with a focus on anomaly detection and sensor data processing.
- Key Responsibilities:
- Design and implement anomaly detection models using statistical and unsupervised learning techniques.
- Optimize AI models for edge devices
- Work with time-series and sensor data, applying appropriate preprocessing, noise reduction, and feature extraction techniques.
- Utilize deep learning architectures such as CNNs, RNNs, LSTM, GRU, and GANs.
- Perform model evaluation, optimization, cross-validation, and hyperparameter tuning.
- Visualize and analyze datasets using Python tools like Pandas, Matplotlib, and Seaborn.
- Fundamental understanding of machine learning and deep learning (CNN, RNN, GAN)
- Knowledge of anomaly detection techniques (statistical models, unsupervised learning)
- Experience in integrating AI models (optimization for edge devices, TensorFlow Lite, etc.)
- Experience with Python libraries (TensorFlow, PyTorch, scikit-learn, etc.)
- Data visualization and analysis skills (Pandas, Matplotlib, Seaborn)
- AI model optimization and evaluation methods (cross-validation, hyperparameter tuning)
Good to Have:
- Sensor data processing (noise reduction, feature extraction, preprocessing techniques)
- Generative AI and applying Reinforcement Action Generation techniques would be valuable
Other Requirements
- Age: 25–35 years old (preferably young to mid-career professionals with flexible thinking and a strong willingness to learn)
- Interest in Japanese culture (such as anime)
- Strong interest in AI and embedded development with a high motivation for self-learning
- Team-oriented with excellent problem-solving skills
- Keen interest in Industrial IoT and a willingness to deepen their knowledge
Engineering Background Degree
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