Scientific Software Engineer with AI Focus

5 hours ago


Baltimore, Maryland, United States InsideHigherEd Full time
Job Title: Scientific Software Engineer with AI Focus

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 team. As a key member of our research software engineering team, you will contribute to the advancement of scientific software and the creation of systems based on novel combinations of human and artificial intelligence and advanced data science methods to improve patient care.

Key Responsibilities:
  • Collaborate with software developers, data scientists, clinicians, and scientific subject matter experts to design and build innovative AI solutions for CDEM projects.
  • Utilize XGBoost, random forest, and deep neural network libraries to predict outcomes and forecast time series data.
  • Work with clinicians and data scientists to analyze massive patient-level data sets and develop software pipelines for real-time high-frequency data processing workflows.
  • Develop prototypes and functional requirements in collaboration with internal and external stakeholders.
Requirements:
  • Strong scientific literacy and curiosity, with the 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 within the healthcare or biomedical domain.
  • Proficiency in Python programming language, as well as experience with relevant libraries and frameworks like TensorFlow, PyTorch, scikit-learn, and Keras.
  • Knowledge of machine learning algorithms, including supervised and unsupervised learning, deep learning, reinforcement learning, and ensemble methods.
  • Experience with cloud computing platforms and containerization technologies for deploying and scaling machine learning models.
  • Strong problem-solving skills and the ability to translate research findings into production-ready software solutions.
  • Excellent communication skills, with the 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 the above areas.
  • Experience designing and developing advanced scientific data visualizations.
  • Knowledge of healthcare data standards, such as HL7, DICOM, FHIR, and experience working with electronic health records (EHR) data.

Classified Title: Software Engineer
Role/Level/Range: ATP/04/PE
Starting Salary Range: $61.05 HRLY ($47,000 targeted; Commensurate with experience)
Employee group: Casual / On Call
Schedule: Varies; 19 Hours/Week
Exempt Status: Exempt
Location: Mount Washington Campus
Department name: SOM Em Med Research
Personnel area: School of Medicine



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