
Senior AI Software Developer
5 days ago
We are actively assisting one of our esteemed clients in hiring an experienced AI/ML Engineer.
This role involves developing and optimizing AI models for deployment on edge devices, with a focus on anomaly detection and sensor data processing. 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 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.
- 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).
- A chance to work on cutting-edge AI projects.
- Opportunity to collaborate with experienced professionals.
- Continuous learning and skill enhancement.
- Age: 25–35 years old (preferably young to mid-career professionals with flexible thinking and a strong willingness to learn).
- Interest in Japanese culture.
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