Senior Machine Learning Engineer at League
League
Elevate healthcare experiences as a Senior Machine Learning Engineer at League, specializing in small language models. Engage in R&D and drive innovation in applied AI systems and model development. In this role with League, you will focus on advancing small language model capabilities within the healthcare sector. The position blends research with engineering, emphasizing system design and experimental prototyping. Collaborate with various teams to implement AI solutions that improve health outcomes. Key Responsibilities:
- Develop experiments for SLM fine-tuning and optimization
- Prototype innovative solutions to model efficiency challenges
- Build applied systems connecting models and data pipelines
- Conduct evaluations for accuracy and safety of models
- Document best practices for model building and evaluation
- Over 5 years of experience in applied ML/AI engineering
- Proven ability to launch LLMs and SLMs into production
- Expertise in data curation and synthetic data generation
- Proficient in ML frameworks like Hugging Face Transformers
- Understanding of HIPAA and healthcare data regulations
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