Minimum qualifications:

• Bachelor’s degree or equivalent practical experience.
  
• 8 years of experience in software development.
  
• 5 years of experience testing, and launching software products, and 3 years of experience with software design and architecture.
• Experience with deep learning, transformers, or large language models (LLMs).
• Experience with machine learning model training and inference performance, and programming in Python or C++.

Preferred qualifications:

• Master’s degree or PhD in Engineering, Computer Science, or a related technical field.
  
• Experience designing and analyzing experiments for machine learning models.
• Experience with machine learning frameworks and libraries (e.g., TensorFlow, Keras, or TFX).
• Experience deploying and maintaining machine learning systems in production environments.
• Experience working with advertising systems or related technologies.