Remote Staff Machine Learning Engineer, Notifications Relevance

Description:

• Reddit is seeking a Staff Machine Learning Engineer to join the Notifications Relevance team, responsible for delivering personalized content to users through various channels.
• The role involves solving challenging problems like budgeting optimization, candidate retrieval, and ranking to enhance user engagement.
• Responsibilities include designing and implementing content discovery algorithms, developing scalable systems, leading technical roadmaps, and collaborating with cross-functional teams.
• The position requires influencing technology choices, driving architectural decisions, and mentoring junior engineers to foster innovation and craftsmanship.

Requirements:

• 8+ years of post-internship industry experience and a MS or PhD degree in Computer Science or related field.
• 6+ years of hands-on experience in building and productionizing candidate retrieval and ranking machine learning models at scale.
• Deep understanding of industry-scale recommendation systems and proficiency in Python, Golang, PyTorch, or Tensorflow.
• Experience with large-scale data processing tools like Dataflow, Kubeflow, Airflow, BigQuery, and Ray is a plus.
• Familiarity with deep learning recommendation model training using distributed frameworks and hardware resource utilization.

Benefits:

• Comprehensive Healthcare Benefits and 401k Matching.
• Workspace benefits for home office setup and Personal & Professional development funds.
• Family Planning Support and Flexible Vacation with Reddit Global Wellness Days.
• 4+ months paid Parental Leave and Paid Volunteer time off.
• Permanent remote work with the option to work flexibly in Reddit's office locations.