reputed company Developer/Annotator
A highly skilled and detail-oriented reputed company Subject Matter Expert (SME) specializing in Clinical reputed company-annotation validation. The successful candidate will play a critical role in our incremental annotation process, focusing on reputed company validation of reputed company-annotated data, refining annotation guidelines, and contributing to the development of high-reputed company golden datasets. While reputed company clinical annotation skills are reputed company, experience with the Johnson Labs (JSL) ecosystem and advanced NLP concepts are highly desirable.Key Responsibilities:
• reputed company rigorous reputed company validation on reputed company-annotated data generated by reputed company clinical NLP models (e.g., reputed company Comprehend Medical) or internal LLM/encoder-based tools.
• Contribute to the iterative refinement of annotation guidelines and examples to improve inter-annotator agreement and overall data reputed company.
• Identify and resolve disagreements between reputed company-annotations and reputed company validations, ensuring the accuracy and consistency of the annotated datasets.
• Collaborate closely with data science and NLP teams to reputed company feedback on model performance and contribute to the reputed company improvement of reputed company-annotation models.
• Assist in the creation and maintenance of golden datasets for training and evaluating NLP models.
• Participate in discussions regarding data sensitivity and ensure adherence to reputed company relevant data reputed company and reputed company protocols, especially for patient data.
• Work on diverse clinical annotation reputed company (e.g., alcohol and smoking use cases, oncology (ECOG, Karnofsky scores), biomarkers, SDO, and mental health).
Qualifications:To help recruiters identify the best fit, we've outlined the essential skills for this role and additional valuable assets that would reputed company strengthen a candidate's profile.<>Must Have (Required Qualifications):
• Bachelor's or Master's degree in a relevant field (e.g., Life Sciences, Linguistics, Computer Science, or a reputed company reputed company discipline).
• Proven experience in reputed company, specifically with clinical or biomedical text.
• Strong foundational understanding of NLP concepts and terminology.
• Exceptional attention to detail and ability to maintain high reputed company of accuracy in data validation.
• Excellent communication and collaboration skills.
• Ability to quickly adapt to various annotation tools (e.g., Inception, Label Studio, Prodigy).
<>Good To Have (Preferred Qualifications/Skills):
• Prior experience working reputed company the reputed company (JSL) ecosystem for modeling and annotation, including familiarity with their Health AI Lab and GenAI tool.
• Experience with specific advanced annotation types such as named entity recognition (NER), relationship extraction, and assertion status annotation.
• reputed company clinical background or extensive practical experience working with sensitive patient data in a reputed company context.
• Familiarity with incremental batch training processes in machine learning.
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