Job Description
- Job Description:
- Use ML and/or LLMs to personalize first and early user experiences on Reddit.
- Build systems for real-time feature fetching and model inference.
- Build systems for recurring training of models using modern architectures (deep learning, transformers or other sequential models).
- Work closely with ML Platform teams to provide feedback on and improve Reddit’s ML infrastructure.
- Work with Product and Design partners to identify user problems, and design solutions to these problems using ML and/or LLMs.
- Contribute meaningfully to our team’s strategy. We give everyone a seat at the table and encourage active participation in planning our future. Don’t just come along for the ride.
- Participate in product reviews and team meetings, providing technical insight. Help scope, estimate, and prioritize between conflicting needs.
- Foster a healthy engineering culture and collaborate with other engineers.
- Requirements:
- 5+ years of experience building deep learning models using mainstream ML frameworks (TensorFlow, PyTorch).
- 5+ years of experience training, evaluating, testing, and deploying industry-level models.
- 5+ years of experience orchestrating data generation pipelines on large-scale datasets.
- Successful track record of applying machine learning techniques to real-world problems.
- Fluent in data analysis and SQL.
- First-hand familiarity with AB testing using an experimentation platform.
- Excellent communication skills. You collaborate effectively with teams in a fully remote environment and discuss complex topics with technical and non-technical audiences.
- Experience writing production-quality software (preferred Python or Go).
- Experience with content recommendations and personalization is a plus.
- Passionate about building delightful products for users.
- Strong organizational skills, the ability to prioritize tasks and keep projects on schedule.
- Entrepreneurial spirit. You are self-directed, innovative, and biased towards action in fast-paced environments. You love to build new things and thrive in ambiguity.
- BS degree in Computer Science, a similar technical field of study or equivalent practical experience.
- Benefits:
- Comprehensive Healthcare Benefits and Income Replacement Programs
- 401k Match
- Family Planning Support
- Gender-Affirming Care
- Mental Health & Coaching Benefits
- Flexible Vacation & Reddit Global Days off
- Generous paid Parental Leave
- Paid Volunteer time off
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