Machine Learning Developer

เกี่ยวกับตำแหน่งนี้

หน้าที่รับผิดชอบ

• Design, develop, and train machine learning and deep learning models
• Experiment with different architectures and configurations to optimize model performance
• Integrate AI models into existing systems and applications
• Deploy models into production environments and ensure their proper functioning
• Optimize models for performance, scalability, and cost-effectiveness
• Work closely with data engineers, business intelligence, software engineers, product managers and management
• Communicate technical concepts and results to non-technical stakeholders
• Collaborate to define project requirements and deliverables
• Monitor the performance of the models in production and continuously improve models based on feedback and new data
• Document the development process, models, and algorithms
• Prepare reports and presentations on project progress and outcomes

คุณสมบัติ

• Bachelor's degree in Computer Science, Machine Learning, Artificial Intelligence, or a related field
• Fresh graduates are welcome to apply
• Understanding of Machine Learning concepts such as Supervised Learning, Unsupervised Learning, Semi-Supervised Learning, Reinforcement Learning, Deep Learning, Ensemble Learning, and Transfer Learning
• Proficient in Data Cleaning and Preprocessing, including handling missing values, encoding categorical variables, and normalizing data
• Experience in machine learning modeling using frameworks like TensorFlow, PyTorch, or any other machine learning framework
• Proficient in programming languages commonly used in machine learning, such as Python
• Basic understanding of MLOps deployment using tools such as Flask, FastAPI, or Django
• Familiar with programming languages and libraries such as Python, R, JavaScript, Scikit-learn, Matplotlib, Seaborn, Pandas, NumPy, TensorFlow, PyTorch, etc
• Web development skills (web development certification) are a plus
• Skills in Big Data and Data Engineering are a plus

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