Software Engineer - Machine Learning

January 19

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Reddit, Inc.

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Software Engineering • Full-Stack Engineering • Frontend Engineering • Backend Engineering • Social Media

501 - 1000

Description

• Model architecture engineering via exploring different state-of-the-art model architectures such as Multi-task learning, Attention Layer • Systematic feature engineering to build powerful features from Reddit’s data with aggregation, embedding, sub-models, content understanding techniques, etc. • Build efficient ML infrastructure and tools such as auto ML flows and batch feature engineering framework, to accelerate ML dev cycle

Requirements

• 3+ years of experience with industry-level Machine Learning models • 3+ years of experience with mainstream ML frameworks (such as Tensorflow and Pytorch) • 3+ years of end-to-end experience of training, evaluating, testing, and deploying industry-level models • Deep learning experience is a strong plus • Experience in orchestrating complicated data generation pipelines on large-scale dataset is a plus • Experience with Ads domain is a plus • Experience with Recommendation Systems is a plus

Benefits

• Comprehensive Healthcare Benefits • 401k Matching • Workspace benefits for your home office • Personal & Professional development funds • Family Planning Support • Flexible Vacation (please use them!) & Reddit Global Wellness Days • 4+ months paid Parental Leave • Paid Volunteer time off