Note: The job is a remote job and is open to candidates in USA. Yelp is a technology company that uses machine learning and artificial intelligence to connect users with local businesses. The Senior Machine Learning Engineer will develop and productionize machine learning systems for content and contributor intelligence, working with large textual and visual datasets, transformer models, and real-time and batch services while mentoring junior engineers.
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, and mentor newer engineers in those practices
Skills
- Experience developing and productionizing machine learning models, particularly in neural networks, computer vision and LLMs including their supported data pipelines
- Experience with machine learning using packages such as PyTorch, TensorFlow, Spark MLlib, XGBoost, and Sklearn
- Strong coding skills in Python or equivalent (Java, C++)
- Solid understanding of engineering and infrastructure best practices
- The curiosity to uncover promising solutions to new problems, and the persistence to carry your ideas through to an end goal
- We highly value experience of working with LLMs, utilizing LLM APIs (OpenAI, Bedrock, etc), prompt engineering and evaluation
- A Bachelor's Degree or an equivalent work experience is required
Benefits
- A bonus may be offered.
- Restricted stock units may be offered.
- This opportunity has the option to be hybrid in all locations across the US.
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