Senior Software Engineer, Map Ads Machine Learning

• Write and test product or system development code.
• Collaborate with peers and stakeholders through design and code reviews to ensure best practices amongst available technologies (e.g., style guidelines, checking code in, accuracy, testability, and efficiency.).
• Analyze experiment results and identify opportunities for improvements in ad quality, user happiness, and business.
• Triage product or system issues and debug/track/resolve by analyzing the sources of issues and the impact on hardware, network, or service operations and quality.
• Develop and work with ML models to improve the ads retrieval, pre/post click quality, pricing, etc.

Minimum qualifications:

• Bachelor’s degree or equivalent practical experience.
  
• 5 years of experience programming in Python or C++.
  
• 3 years of experience with one or more of the following: reinforcement learning (e.g., sequential decision making), ML infrastructure, or specialization in another ML field.
  
• 3 years of experience with end to end Machine Learning (e.g., model deployment, model evaluation, data processing, debugging).
• 3 years of experience testing, maintaining, or launching software products, and 1 year of experience with software design and architecture.
  

Preferred qualifications:

• Master's degree or PhD in Computer Science or a related technical field.
• 5 years of experience with data structures and algorithms.
• 1 year of experience in a technical leadership role.
  
• Experience developing accessible technologies.
  
• Experience with ads serving.

• Bachelor’s degree or equivalent practical experience.
  
• 5 years of experience programming in Python or C++.
  
• 3 years of experience with one or more of the following: reinforcement learning (e.g., sequential decision making), ML infrastructure, or specialization in another ML field.
  
• 3 years of experience with end to end Machine Learning (e.g., model deployment, model evaluation, data processing, debugging).
• 3 years of experience testing, maintaining, or launching software products, and 1 year of experience with software design and architecture.