Senior Machine Learning Engineer - Core Experience and Growth
Fully remote within US or CanadaFull-TimeSenior
Salary216700 - 303400 USD per year
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Job Details
- Experience
- 5+ years
- Required Skills
- PythonSQLData AnalysisMachine LearningPyTorchGoTensorflowA/B testingDeep Learning
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
- Experience writing production-quality software (Python or Go preferred)
- BS degree in Computer Science, a similar technical field of study or equivalent practical experience
Responsibilities
- 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
- 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
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