Senior Machine Learning Engineer - Content and Contributor Intelligence
Y
YelpMachine Learning, AI
This opportunity is fully remote and does not require you to be located in any particular state within the US. We welcome applicants from throughout the US.Full-TimeSenior
SalaryUSD 112000 - 269000 / year
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Job Details
- Required Skills
- PythonSQLMachine LearningPyTorchTensorflowscikit-learnLLMComputer Vision
Requirements
- Experience developing and productionizing machine learning models, particularly in neural networks, computer vision, and LLMs.
- Proficiency with ML packages such as PyTorch, TensorFlow, Spark MLlib, XGBoost, and Sklearn.
- Strong coding skills in Python or equivalent languages like Java or C++.
- Solid understanding of engineering and infrastructure best practices.
- Experience with LLM APIs (OpenAI, Bedrock, etc.), prompt engineering, and evaluation.
- Bachelor’s Degree or an equivalent work experience.
Responsibilities
- Conduct end-to-end analyses, wrangling data via SQL or Python, to statistical modeling, to hypothesizing and presenting business ideas.
- Mentor and guide junior engineers, fostering a culture of learning and technical excellence.
- Work with large and complex textual and visual datasets.
- Support the development and deployment of projects involving machine learned models for offline, batch-based data products as well as models deployed to online, real-time services.
- Work in the contributor and visual intelligence team on text and visual understanding, along with fine tuning transformer models to derive embeddings for multiple input types.
- Productionize and automate model pipelines within Python services.
- Drive and advocate adoption of best practices in ML development and operations.
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