This table summarizes the key professional roles related to artificial intelligence and the skills required for each one.
| Role | Description | Required Skills |
|---|---|---|
| Data Scientist | Analyzes data to discover patterns and create predictive models. | Python, R, advanced statistics, machine learning, data mining |
| Machine Learning Engineer | Develops algorithms to allow systems to learn from data. | Python, TensorFlow, PyTorch, deep learning, big data, mathematics |
| AI Researcher | Conducts research to develop new AI algorithms and models. | AI theory, mathematics, computer science, deep learning |
| AI Architect | Designs the infrastructure to implement AI solutions. | Cloud computing, data engineering, IT security, machine learning |
| NLP Engineer | Develops systems to interpret and respond to human language. | Python, Java, computational linguistics, machine learning, deep learning |
| Computer Vision Engineer | Develops artificial vision systems to interpret images. | Image processing, CNN, deep learning, Python, OpenCV |
| Robotics Engineer | Designs intelligent robots for autonomous or assisted tasks. | Mechanics, electronics, AI, programming, sensor systems |
| AI Product Manager | Manages the development and strategy of AI products. | AI understanding, machine learning, product management, communication |
| AI Consultant | Provides advice on implementing AI solutions in companies. | AI technologies, AI implementation, business strategy, project management |
| Ethics Specialist in AI | Manages ethical and regulatory aspects of AI. | Tech ethics, privacy, regulations, social responsibility |
| AI Operations Specialist (MLOps) | Supports the development and operational management of AI models. | Automation, big data, software engineering, programming |
| AI Trainer | Trains AI systems with training data. | Data labeling, machine learning, datasets, AI platforms |
| Cognitive AI Specialist | Develops systems that simulate human cognitive processes. | Cognitive AI, computational neuroscience, psychology, machine learning |
| AI Governance Expert | Ensures regulatory compliance and safety in the use of AI. | AI regulations, data protection, AI ethics |
| AI Sales & Marketing Specialist | Sells and markets AI-based products and solutions. | AI knowledge, sales skills, marketing, customer understanding |