Desired Skills and Experience
- 3+ years of production software experience in industry
- Experience with unit testing, continuous integration and design documentation, particularly with Python
- Focus on efficient, well tested, easily maintainable code
- Experience building scalable and distributed cloud infrastructure with Kubernetes or similar technologies
- Experience with SQL and SQL-backed database architecture (SQLite, MySQL, etc.); NoSQL database experience (e.g., MongoDB) is also helpful
- Well-versed in Linux systems administration and architecture
- B.S. or higher in computer science or a related engineering discipline
- Practical knowledge of front-end application development
- Experience with medical data, particularly the DICOM standard
- Knowledge of machine learning and deep learning, particularly convolutional neural networks and/or recurrent neural networks for natural language processing
- Experience working with modern deep learning packages, particularly Keras and/or Tensorflow
- Experience with handling and processing large datasets (1 TB and larger)