Company Description
MedBrief is an innovative and market-leading company that provides the secure and paperless application for the distribution and review of medical records, case documents, and radiology in the healthcare litigation industry. AI is transforming every area of our lives and there are endless interesting challenges, we wouldn't want to diminish any of them, but if your goal is to optimise trading algorithms or sell more beer we aren't for you. We are on a mission to save the NHS money, cost effectively and fairly resolve healthcare disputes and promote learnings and insights for improved patient care. We are trying to do hard but important things and we would like you to join a rapidly growing a team of passionate AI engineers who genuinely love the work but also working with the team at MedBrief.
Role Description
- Medical Imaging Analysis
- Develop and implement advanced algorithms for analyzing medical and radiology images.
- Work with various imaging modalities (e.g., MRI, CT, X-ray) to extract meaningful insights and patterns.
- Collaborate with radiologists and medical professionals to validate and refine imaging models.
- Natural Language Processing:
- Design and implement NLP models to extract and interpret contextual information from medical documents.
- Utilize GPTs and LLMs to process, summarize, and generate medical reports.
- Enhance the accuracy and efficiency of clinical data extraction and interpretation.
- Model Development and Optimization:
- Develop, fine-tune, and deploy machine learning models using state-of-the-art techniques.
- Ensure models are scalable, robust, and compliant with healthcare industry standards.
- Continuously evaluate and improve model performance through rigorous testing and validation.
Qualifications
- Proven experience in analyzing medical and radiology images using AI and machine learning techniques.
- Strong expertise in natural language processing, specifically with GPTs and large language models.
- Proficiency in programming languages such as Python, Java, or C++
- Experience with machine learning frameworks and libraries (e.g., TensorFlow, Keras)
- Understanding of medical terminology and healthcare data
- Ability to analyze complex datasets and apply statistical techniques
- Excellent problem-solving and critical thinking skills
- Strong communication and collaboration skills
- Experience with medical imaging analysis is a plus
- Master's or PhD in Computer Science, Engineering, or a related field is preferred