Specialized roles designing, implementing, and maintaining machine learning systems using TensorFlow and PyTorch.
High-demand skills in NLP for sentiment analysis, language translation, and chatbot development.
Growing importance of ethical considerations and transparent decision-making in AI models.
Increasing demand for expertise in processing data closer to the source, beyond central cloud servers.
Rising importance of securing AI systems and data against cyber threats.
Potential revolution with increasing importance of familiarity with quantum algorithms and programming languages.
Crucial skills in data engineering, architecture, and efficient data management as data volume grows.