AI Engineer

Guild Mortgage Company seeks an AI Engineer to develop and implement advanced AI systems. The role involves designing, programming, and training machine learning models, managing large datasets, and integrating AI into applications. The position requires a strong foundation in software development, data science, and data engineering.

• Source relevant data from databases, online sources, and internal systems for training AI models.
• Process raw data through cleaning, normalizing, and segmenting for machine learning.
• Create machine learning models using appropriate algorithms to solve business problems.
• Test AI models for accuracy, reliability, and robustness against predefined metrics.
• Integrate AI models into existing applications using API calls or embedded code.
• Optimize AI systems for speed, efficiency, and accuracy.
• Identify and fix bugs in AI models and integrations.
• Keep abreast of latest AI and machine learning advancements.
• Collaborate with cross-functional teams including data scientists and developers.
• Document AI system architectures for maintenance and knowledge transfer.
• Improve user interface and experience using AI.
• Adhere to ethical guidelines in AI development ensuring fairness and transparency.
• Analyze AI system performance for improvements.
• Utilize cloud computing platforms for AI development and deployment.
• Incorporate user and stakeholder feedback into AI system development.
• Bridge technical and non-technical teams to align AI with business objectives.
• Assist business unit leaders and teams with AI-related technical issues.
• Contribute to team AI expertise by sharing design patterns and knowledge.

• Strong foundation in software development, data science, and data engineering.
• Deep understanding of machine learning principles.
• Experience with processing large datasets and developing ML models.
• Proficiency in programming languages such as Python.
• Experience with cloud computing platforms.
• Ability to integrate AI models via API or embedded code.