Intern-Computational Pathology and AI
Intern-Computational Pathology and AI
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Salary Not Disclosed
1 Vacancy
Job Description
Interns will utilize statistics and computer science to solve complex problems in healthcare. Problem areas include: diagnostic analytics such as image analysis signal processing and pattern recognition NLP scheduling risk analysis and prevention outcome analysis targeting and socioeconomic behaviors personalization including sentiment interests and affinities modeling and process improvement (e.g. making sure patients are referred to the care teams they need). The Intern will interact with vast amounts of clinical and nonclinical data (external data sources digital etc.). Interns will learn the data science lifecycle including data acquisition transformation data engineering exploratory data analysis feature engineering algorithm development and algorithm deployment into a relevant clinical and/or business context. Interns are expected to help formulate analytical questions perform hypothesis testing algorithm optimization algorithm deployment and integrate feedback rapidly from stakeholders. Candidate needs to have an open mind and ability to take concepts developed by other industries and apply them to healthcare. Candidates should be effective communicators and good team players. Candidates who have coursework projects and evidence of interest in data science (e.g. participating in Kaggle competitions) but lack industry experience are ideal for this position.
**This position is not eligible for visa sponsorship; Also Mayo Clinic DOES NOT participate in the F1 STEM OPT extension program.
Qualifications
Current enrollment or recent graduate of undergrad or grad program in: Computer Science Information Technology Data Science Physics Statistics/Biostatistics or other related field with strong quantitative analytical skills. School or project experience in applying data science approaches/tools. Proven written and oral communication skills are experience/exposure or familiarity with AI principles is required. Courses and comfort level with at least one of the following: computer programming machine learning graph theory algorithms statistics SQL and linear algebra are essential for success. Experience with major programming languages is beneficial. Demonstrated initiative/innovation in coursework and projects.
Experience with data science development tools building algorithms on structured data is preferred. Experience working with unstructured data such as natural language images genetics or signal processing (e.g. EKG) is preferred. Experience with C/C/Java or other systems programming languages and software engineering methodology is not required but beneficial. Candidates with exceptional webstack data visualization (Angular/D3) experience will also be considered.
**This position is not eligible for visa sponsorship; Also Mayo Clinic DOES NOT participate in the F1 STEM OPT extension program.
Required Experience:
Intern
Employment Type
Full-Time
