I. Education:
1. Bachelor's degree required; Master's or Ph.D. preferred in Machine Learning, AI, or related field.
II. Experience:
2. Minimum 10 years of exclusive Machine Learning experience.
3. Proven track record in industry or research settings.
III. Background:
4. Emphasis on practical application over purely academic background.
IV. Skills:
5. Technical proficiency in supervised/unsupervised learning, deep learning, NLP, computer vision, and data preprocessing.
6. Demonstrated research and innovation.
7. Strong teaching and communication skills.
8. Industry certifications like TensorFlow or AWS ML Certification preferred.