Guild Mortgage Company is seeking to develop and implement advanced artificial intelligence systems to enhance the functionality and user experience of various applications, providing affordable home financing solutions with unparalleled service.
Requirements
- Bachelor’s or Master’s degree in Computer Science, Artificial Intelligence, Data Science, Engineering, or a related field.
- Minimum of 3 years of experience
- Advanced knowledge and experience working with Python
- Proficiency in other programming languages such as Java, R, or Scala.
- Experience with machine learning frameworks like TensorFlow, Keras, PyTorch, or similar.
- Strong understanding of algorithms and data structures.
- Knowledge of AI principles and technologies, including neural networks, NLP, and computer vision.
Responsibilities
- Source relevant data from various channels, including databases, online sources, and internal systems, essential for training AI models.
- Process raw data to make it suitable for use in machine learning, which includes cleaning, normalizing, and segmenting the data.
- Create machine learning models using appropriate algorithms and techniques to solve specific business problems or enhance application capabilities.
- Rigorously test AI models to ensure their accuracy, reliability, and robustness, and validate them against predefined metrics.
- Seamlessly integrate AI models into existing software applications, employing API calls or embedded code for smooth functionality.
- Continuously optimize AI systems for better speed, efficiency, and accuracy, ensuring they meet the required performance standards.
- Identify and fix bugs or issues in AI models and their integration into applications, ensuring smooth operation.
Other
- Travel: Infrequent based on company events and/or relevant conferences or training
- Problem solver with an ability to work as a team towards a solution.
- Ability to prioritize multiple tasks in a deadline-driven environment, strong sense of urgency and responsiveness.
- Strong detail orientation and highly organized with proven ability to lead effectively and drive results in a matrixed management environment.
- Excellent verbal and written communication skills plus demonstrate strong leadership capabilities.
