Machine Learning Engineer
Location: Remote
Compensation: Salary
Staff Reviewed: Fri, Nov 29, 2024
This job expires in: 25 days
Job Summary
A company is looking for a Staff Machine Learning Engineer to work on dialog systems and model deployment.
Key Responsibilities
- Build and maintain a training pipeline for fine-tuning open-source LLMs
- Serve and deploy LLMs on GPUs, ensuring efficient runtime configurations
- Triage customer issues related to model/system shortcomings and communicate solutions to stakeholders
Required Qualifications
- MS/Ph.D. in computer science, mathematics, or a related quantitative discipline, or equivalent experience
- 5+ years of experience in machine learning
- Experience developing machine learning-driven products at scale
- Proficiency in PyTorch and experience with large data systems and pipelines
- Extensive experience with model deployment using frameworks like Flask or FastAPI
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