Page 73 - Ai Book - 8
P. 73
Computer Vision Engineer
Computer vision engineers specialize in developing algorithms and systems that enable computers to interpret
and understand visual information from the world. The specific skills required for the role of a Computer Vision
Engineer include:
u Proficiency in programming languages such as Python, C++, and Java.
u Deep understanding of image processing techniques and
algorithms
u Knowledge of machine learning frameworks such as TensorFlow
and PyTorch
u Familiarity with computer vision libraries such as OpenCV
Natural Language Processing (NLP) Engineer
NLP engineers focus on developing systems that can understand, interpret, and generate human-like language.
The specific skills required for the post of an NLP Engineer are as follows:
u Strong programming skills, especially in languages such as
Python and Java
u In-depth knowledge of linguistics and language structures
u Familiarity with NLP libraries and frameworks such as NLTK,
spaCy, and Hugging Face Transformers
u Understanding of machine learning techniques applied to
language processing
Robotics Engineer
Robotics engineers design, build, and maintain robotic systems, including
their software and hardware components. The specific skills required
for the post of a Robotics Engineer include:
u Proficiency in programming languages such as Python, C++, and
ROS (Robot Operating System)
u Strong knowledge of mechatronics and control systems
u Familiarity with computer vision for robotic perception
u Experience in sensor integration and machine learning for robotics
AI Ethics and Bias Analyst
With the growing importance of ethical considerations in AI, there is a demand for professionals who can assess
and address biases in AI systems. The specific skills required for the role of an AI Ethics and Bias Analyst include:
u Understanding of ethical principles in AI development
u Familiarity with bias detection techniques and fairness in machine
learning
u Strong analytical and critical thinking skills
u Knowledge of relevant legal and regulatory frameworks
73
73