发布 Nov 29, 2023 613 查看
A Machine Learning Expert specializing in Language Models, will play a crucial role in developing and implementing advanced LLM-based solutions, for our health app.
Primary responsibilities will include creating and fine-tuning language models, leveraging data from other AI models, and driving innovation in natural language processing. Will have to work closely with our team to build cutting-edge AI systems for user wellbeing.
Key Responsibilities:
- LLM Development: Design, build, and fine-tune language models, including Large Language Models (LLMs) like GPT-3, GPT-4, or similar, to meet specific application requirements.
- Data Integration: Develop strategies for extracting and integrating data from other AI models and data sources to enhance the performance and capabilities of LLMs.
- Workflow Design: Create end-to-end workflows for using LLMs effectively in AI applications, ensuring seamless integration with existing systems and processes. Model Evaluation: Implement robust evaluation methodologies to assess the performance and quality of LLMs, iteratively improving them as needed.
- Research and Development: Stay up-to-date with the latest advancements in LLMs and natural language processing (NLP) to drive innovation within the organization.
- Tool Selection: Identify and recommend the necessary tools and technologies for LLM development and deployment, including AWS and SageMaker.
- Collaboration: Collaborate with cross-functional teams, including data scientists, engineers, and researchers, to align LLM projects with broader company goals.
Qualifications:
- Master's or Ph.D. in Computer Science, Machine Learning, or a related field.
- Proven experience working with state-of-the-art LLMs such as GPT-3, GPT-4, BERT, or similar.
- Strong expertise in natural language processing (NLP) and deep learning.
- Proficiency in programming languages such as Python and familiarity with deep
- Learning frameworks like TensorFlow or PyTorch.
- Hands-on experience with cloud platforms, especially AWS, and SageMaker.
- Excellent problem-solving skills and a creative approach to model development.
- Strong communication and teamwork skills.
- Research publications and contributions to the AI/ML community are a plus.
Experience: 2+ years
Health Planner
A digital app aimed at helping patients with their health care needs
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