About this project
engineering-manufacturing / artificial-intelligence-4
Open
Design, create, and refine effective natural language prompts for AI models that cater to a wide range of scientific applications, such as data analysis, hypothesis generation, literature review, experimental design, and problem-solving within specific scientific domains (e.g., Biology, chemistry, physics, etc.).
Work with large-scale language models and help fine-tune them to improve domain-specific knowledge, such as medical research, environmental science, or material science, by developing prompts that ensure the model understands the nuances of the scientific field.
Analyze the outputs generated by AI models based on the prompts, identifying patterns, inconsistencies, and areas for improvement. Use scientific reasoning and statistical analysis to interpret results and make data-driven adjustments to the prompts.
Maintain detailed documentation of prompt engineering workflows, model outputs, optimization processes, and findings. Prepare reports and presentations for internal teams or clients to explain the effectiveness and potential of AI models in scientific applications.
Ensure that prompt engineering adheres to ethical guidelines, particularly in areas like data privacy, reproducibility, and unbiased AI output. Be mindful of the ethical implications of ai in scientific research and help establish protocols for responsible ai usage.
Stay up-to-date on advancements in both artificial intelligence (especially in NLP) and the specific scientific fields you are working within. Integrate new methodologies, tools, and best practices into your work to continuously improve AI performance.
Project overview
Previous experience in ai research, particularly in nlp or machine learning, and applying these technologies to solve scientific problems.
Experience in a specific scientific domain where AI is applied or experience in scientific
Category Engineering & Manufacturing
Subcategory Artificial Intelligence
Project size Medium
Is this a project or a position? Project
Required availability As needed
Delivery term: Not specified
Skills needed