
Data Science and AI Developer
1 week ago
Artificial Intelligence Engineer Job
Job Summary:
We are looking for a passionate and skilled Artificial Intelligence Engineer to join our team. The ideal candidate will have a strong foundation in machine learning and deep learning, combined with hands-on experience in Python and AI frameworks.
Key Responsibilities:
- Design and Implement Anomaly Detection Models: Develop and optimize AI models for deployment on edge devices, focusing on anomaly detection and sensor data processing.
- Optimize AI Models for Edge Devices: Utilize techniques such as hyperparameter tuning and cross-validation to ensure optimal model performance.
- Work with Time-Series and Sensor Data: Apply appropriate preprocessing, noise reduction, and feature extraction techniques to enhance model accuracy.
- Utilize Deep Learning Architectures: Leverage architectures such as CNNs, RNNs, LSTM, GRU, and GANs to develop efficient and effective AI models.
- Perform Model Evaluation and Optimization: Conduct thorough evaluations and optimizations of AI models to ensure they meet business requirements.
- Collaborate with Cross-Functional Teams: Work closely with teams to translate business needs into AI-powered solutions.
Required Skills and Qualifications:
- Mandatory Skills:
- 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 Skills:
- Sensor data processing (noise reduction, feature extraction, preprocessing techniques)
- Gen AI and applying RAG technique would be added value
Additional Requirements:
- Age: 25–35 years old (preferably young to mid-career professionals with flexible thinking and a strong willingness to learn)
- Cultural Interest: Interest in Japanese culture (such as anime)
Ideal Candidate Profile:
- Strong Interest in AI and Embedded Development: Strong interest in AI and embedded development with a high motivation for self-learning
- Team-Oriented: Team-oriented with excellent problem-solving skills
- Industrial IoT Knowledge: Keen interest in Industrial IoT and a willingness to deepen their knowledge
Education:
Engineering Background Degree
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