8 Computer Science and AI Skills likely to trend in 2024
CS and AI Skills
Here are several computer science and AI skills that are gaining importance and are likely to continuetrending in 2024
Machine Learning Engineering
Specialised roles in designing, implementing and maintaining machine learning systems are likely to remain in demand. Knowledge of frameworks like tensorflow and PyTorch
Natural Language Processing (NLP)
With the growing importance of language understanding in AI applications, skills in NLP, including sentiment analysis, language translation and chatbot development are likely to be in high demand.
AI Ethics and Explainability
As AI systems become more prevalent, the importance of ethical considerations and transparent decision-making in AI models continues to grow. Understanding the ethical implications of AI and ensuring transparency in model outputs will be crucial
Edge Computing
Edge Computing involves processing data closer to the source rather than relying solely on centralised cloud servers. As IoT devices and smart systems become more widespread, expertise in edge computing will likely be in demand
Cybersecurity and AI Security
With the increase use of AI, the importance of securing AI systems and data against cyber threats is likely to grow. Skills in cybersecurity, especially in the context of AI, could be highly valuable
Quantum Computing
While still in its early stages, quantum computing has the potential to revolutionise certain computational tasks. Familiarity with quantum algorithms and programming languages will likely become increasingly important.
Data Engineering and Management
As the volume of data continues to grow, skills in data engineering, data architecture, and efficient data management will be crucial. This includes expertise in databases, data lakes and data warehouses
Robotics and Automation
Automation, including robotic process automation (RPA), is likely to become more prevalent across various industries. Skills in developing and maintaining robotic systems and automated processes will be in demand