Scientific Software Engineer with AI Focus
6 days ago
Job Summary
The Johns Hopkins Center for Data Science in Emergency Medicine is seeking a highly skilled Scientific Software Engineer with a focus on AI to join our research software engineering team. As a key member of our team, you will contribute to the development of cutting-edge scientific software and systems that leverage novel combinations of human and artificial intelligence to improve patient care.
Key Responsibilities
- Collaborate with our research team to design and build innovative AI solutions for clinical decision support tools and other high-value projects.
- Develop and implement machine learning models using XGBoost, random forest, and deep neural networks to predict outcomes and forecast time series data.
- Work closely with clinicians and data scientists to analyze large patient-level datasets and develop software pipelines for real-time data processing.
- Design and develop advanced scientific data visualizations to support clinical decision-making.
Requirements
- Strong scientific literacy and ability to adapt to new scientific domains and problems.
- 2+ years of experience in software development with a focus on building robust, scalable, and maintainable software solutions.
- Prior experience in developing machine learning models, preferably in the healthcare or biomedical domain.
- Proficiency in Python programming language and experience with relevant libraries and frameworks.
- Knowledge of machine learning algorithms, including supervised and unsupervised learning, deep learning, and ensemble methods.
- Experience with cloud computing platforms and containerization technologies for deploying and scaling machine learning models.
- Strong problem-solving skills and ability to translate research findings into production-ready software solutions.
- Excellent communication skills and ability to effectively communicate complex technical concepts to non-technical stakeholders.
Preferred Qualifications
- Master's Degree or PhD in a quantitative discipline.
- 7+ years of experience in software development and machine learning.
- Experience designing and developing advanced scientific data visualizations.
- Knowledge of healthcare data standards and experience working with electronic health records data.
InsideHigherEd is an equal opportunity employer and welcomes applications from diverse candidates.
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Baltimore, Maryland, United States InsideHigherEd Full timeAbout the RoleThe Johns Hopkins Center for Data Science in Emergency Medicine is seeking a highly skilled Scientific Software Engineer with a focus on Artificial Intelligence (AI) to join our cutting-edge research software engineering team. As a key member of our team, you will contribute to the advancement of scientific software and the creation of systems...
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