Machine Learning Expert
1 day ago
Job Title: Machine Learning Expert - Clinical Data Insights
Estimated Salary: $200,000 per year
Job Description: We are seeking an experienced Machine Learning Expert to join our team in developing and deploying AI models for extracting insights from large datasets of medical records. As a key member of our data science team, you will be responsible for designing, implementing, and evaluating AI algorithms for identifying patterns and trends in clinical data.
Responsibilities:
- Analyze and interpret large datasets of medical records using machine learning techniques
- Develop and fine-tune AI models for natural language processing tasks, including text classification and sentiment analysis
- Conduct experiments to evaluate model performance, utilizing metrics such as precision, recall, and F1-score to iteratively improve models through hyperparameter tuning and training optimizations
- Collaborate with clinicians and other stakeholders to integrate AI solutions into the overall system architecture
Requirements:
- PhD in Computer Science, AI, or a related field + 8 years experience; or Master's degree + 12 years experience
- Experience in healthcare, particularly working with unstructured medical records in clinical settings, leveraging NLP models for insight extraction
- Experience working with human-in-the-loop systems, incorporating clinician/end-user feedback and leveraging tools like SciPy and NumPy to improve AI model accuracy
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