AI (Artificial Intelligence) and ML (Machine Learning) are fields that involve the development and application of algorithms that can learn from data and make predictions or decisions based on patterns and trends. AI refers to the broader field of creating machines that can perform intelligent tasks, while ML is a subset of AI that focuses specifically on algorithms that can learn from data.
In the field of AI/ML, The Persel group (PG) hires for specialized roles in areas such as:
1. Data Science: These technologists collect, process, and analyze data in order to identify patterns and trends that can be used to train ML models. They typically have a strong background in statistics, data analysis, and programming languages such as Python or R.
2. Machine Learning Engineering: These technologists develop and implement ML algorithms and models, often using tools such as TensorFlow or PyTorch. They typically have a strong background in machine learning, computer science, and mathematics.
3. Natural Language Processing (NLP): These technologists develop algorithms that can process and analyze human language, enabling machines to understand and generate natural language text. They typically have a strong background in linguistics, computer science, and machine learning.
4. Computer Vision: These technologists develop algorithms that can analyze and interpret images and video, enabling machines to “see” and understand visual information. They typically have a strong background in computer vision, image processing, and machine learning.
5. Robotics: These technologists develop intelligent algorithms that can control and interact with robotic systems, enabling machines to perform complex tasks and operate autonomously. They typically have a strong background in robotics, control theory, and machine learning.