Sure, here is a longer explanation of each of these emerging careers, including what skills and knowledge you need to acquire in order to be successful in these roles.
1. AI Ethics Specialist
- Scope: An AI Ethics Specialist focuses on making sure AI systems and algorithms are used responsibly and ethically. As AI technologies become more and more integrated with daily life, fairness, transparency, and privacy become increasingly important.
- Salary: $80,000–$150,000 annually.
- Future Value: The more ethical issues around AI are being realized, such as bias and data privacy. The role will be in very high demand due to an increase in companies implementing solutions using AI.
- Learning Requirements:
- Knowledge of AI/ML and its societal implications.
- Understanding of data privacy laws and regulations (GDPR, etc.).
- Background in philosophy, law, or ethics combined with technical experience.
- Learning Platforms:
- Coursera AI Ethics by UC Berkeley
- edX AI For Everyone by Andrew Ng
- Stanford University Online Ethics of AI
- Job Platforms: LinkedIn, Indeed, AngelList.
- Metaverse Developer
- Scope: Developers in the metaverse design virtual worlds, digital assets, and immersive experiences. This may include gaming environments, virtual real estate, or interactive simulations.
- Salary: $90,000–$170,000 annually.
- Future Value: As companies and individuals shift toward virtual spaces for work, entertainment, and socializing, the demand for metaverse developers will rise.
- Learning Requirements:
- Expertise in 3D modeling and game design.
- Knowledge in the use of platforms such as Unity, Unreal Engine, and other VR/AR tools.
- Knowledge of blockchain for the development of NFTs and virtual assets.
- Learning Platforms:
- Unity Learn for 3D Modeling and VR.
- Tutorials on Unreal Engine.
- Courses in Metaverse Development on Coursera.
- Job Platforms: MetaverseJobs.com, Remote.co, LinkedIn.
3. Genomic Data Scientist

- Scope: The Genomic Data Scientists analyze