Senior Machine Learning Engineer, Safety
New
R
Reddit, Inc.Technology, Safety
Remote - United StatesFull-TimeSenior
Salary$216,700 — $303,400 USD
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Job Details
- Experience
- 5+ years
- Required Skills
- PythonPyTorchTensorflowDeep LearningNLP
Requirements
- 5+ years of relevant MLE experience in natural language processing, deep learning, and AI model development.
- Strong background in Python programming.
- Expertise in deep learning frameworks like TensorFlow, PyTorch, or Hugging Face Transformers.
- Expertise in distributed training frameworks (e.g., Ray Training, PyTorch Distributed).
- Proficiency in data preprocessing, tokenization, embeddings, and language modeling techniques.
- Excellent communication and collaboration skills.
- Entrepreneurial spirit and self-motivation.
Responsibilities
- Design, develop, optimize and deploy ML models, including large language models, for various natural language processing tasks.
- Implement and maintain training pipelines, leveraging distributed training and optimizing for performance and efficiency.
- Collaborate with cross-functional teams to gather requirements, define model architectures and iterate on model development.
- Conduct model evaluations, performance analysis, and optimization to improve model accuracy and reduce biases.
- Stay up-to-date with the latest research and advancements in the field of natural language processing, multimodal signals, and large language models.
- Contribute to the development of best practices, guidelines, and ethical AI principles for responsible ML development and deployment.
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