As AI developer I work on designing, creating, and implementing artificial intelligence models and systems.
Here's an outline of primary roles and responsibilities:
1. Develop AI Models and Algorithms
- Role: Design and implement machine learning and AI models to solve specific problems.
- Responsibility: Choose appropriate algorithms (e.g., supervised, unsupervised, reinforcement learning) and develop the system to meet performance, scalability, and accuracy requirements.
2. Data Preparation and Processing
- Role: Handle and preprocess large datasets that are used to train AI models.
- Responsibility: Clean, filter, and transform data into a usable format. This often includes data wrangling, dealing with missing or inconsistent data, and feature engineering.
Key Skills used:
Programming languages: Python, R, Java, C++
Frameworks and Libraries: TensorFlow, PyTorch, Keras, Scikit-learn
Mathematics and Statistics: Linear algebra, calculus, probability, and statistics
Data Management: SQL, NoSQL, big data technologies
Cloud Platforms: AWS, Google Cloud, Azure
Problem-solving: Strong analytical and critical thinking skills
As AI developer would be glad to play a crucial role in pushing the boundaries of AI technologies, and their responsibilities span from research to practical applications in various industries.