Machine Learning Engineer, Search - Local Services Team

Responsibilities

• Support the local video service business to improve user discovery of life services including hospitality, dining, and leisure experiences.
• Enhance the search experience for local services and drive ecosystem growth.
• Apply large-scale machine learning techniques in search and recommendation contexts with billions of users to improve user shopping experiences and increase conversion efficiency.
• Design and implement local services search algorithms across the full stack, covering query analysis, relevance, recall, coarse and fine ranking, and blended ranking; develop personalized behavior modeling for relevance; forecast CTR and CVR; implement vector recall and value blending.

Requirements

• Excellent analytical and problem-solving abilities.
• Strong foundation in machine learning and deep learning, with experience in natural language processing.
• Strong programming skills with solid knowledge of data structures and algorithms.
• Proficiency in Linux development environments.

Technologies

• Linux

Benefits

• Day-one access to medical, dental, and vision insurance
• 401(k) savings plan with company match
• Paid parental leave
• Short-term and long-term disability coverage
• Life insurance
• Wellbeing benefits
• 10 paid holidays per year
• 10 paid sick days per year
• 17 days of Paid Personal Time (prorated upon hire with increasing accruals by tenure)