
AI Engineer for Edge Computing Solutions
3 days ago
We are seeking a highly skilled and passionate Artificial Intelligence/ Machine Learning (AI/ML) Engineer to join our team. This role involves designing, 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.
- Collaborate with cross-functional teams to translate business needs into AI-powered solutions.
Required Skills and Qualifications:
- 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).
Ideal Candidate Profile:
- 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.
Benefits:
- Competitive salary and benefits package.
- Opportunities for professional growth and development.
- Collaborative and dynamic work environment.
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).
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