
AI Specialist
11 hours ago
Artificial Intelligence Specialist
We are seeking a skilled Artificial Intelligence Specialist to join our team and play a pivotal role in developing and optimizing AI models for deployment on edge devices.
Key Responsibilities:- Design and implement machine learning solutions using statistical and unsupervised learning techniques to improve model performance.
- Optimize AI models for edge devices by applying techniques such as model pruning, knowledge distillation, and transfer learning.
- Work with time-series and sensor data, utilizing preprocessing, noise reduction, and feature extraction techniques to enhance model accuracy.
- Utilize deep learning architectures like CNNs, RNNs, LSTMs, GRUs, and GANs to improve model efficiency and effectiveness.
- Perform model evaluation, optimization, cross-validation, and hyperparameter tuning to ensure optimal results.
- Develop and maintain high-quality AI models using Python libraries like TensorFlow, PyTorch, and scikit-learn.
- Collaborate with cross-functional teams to translate business needs into AI-powered solutions that drive growth and innovation.
- Expertise in machine learning and deep learning concepts, including neural networks and natural language processing.
- Knowledge of anomaly detection techniques, including statistical models and unsupervised learning algorithms.
- Experience in integrating AI models with edge devices, utilizing frameworks like TensorFlow Lite and Core ML.
- Proficiency in Python programming and experience with popular libraries like NumPy, Pandas, Matplotlib, and Seaborn.
- Strong understanding of data visualization and analysis principles, with experience in creating informative dashboards and reports.
- Ability to work effectively in a fast-paced environment, prioritizing tasks and meeting deadlines while maintaining high-quality standards.
- Experience working with industrial IoT systems and willingness to deepen knowledge in this area.
- Background in computer vision or other specialized areas of AI research.
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