Position Summary Known for its scientific and operational excellence, Regeneron is a leading science-based biopharmaceutical company that discovers, invents, develops, manufactures, and commercializes medicines for the treatment of serious medical conditions. Regeneron commercializes medicines for eye diseases, high LDL-cholesterol, atopic dermatitis and a rare inflammatory condition and has product candidates in development in other areas of high unmet medical need, including rheumatoid arthritis, asthma, pain, cancer and infectious diseases. Summary: The Imaging Sciences team seeks a creative and collaborative computational image scientist with a strong command of programming and mathematics who is enthusiastic to apply their expertise towards complex biological research across a wide range of therapeutic areas including immuno-oncology, metabolism, immunology, cardiovascular, infectious diseases, and ophthalmology among numerous others. Our team addresses image processing needs for any imaging modality in use at Regeneron and this role will complement our team by providing new capacity to perform exploratory analyses of clinical trial image data, as well as mining of large public datasets to inform efforts in Early Clinical Development. In this role you will encounter a variety of clinically applied imaging modalites (PET, MRI, CT, OCT, etc.) for which you will collaborate with biologists, physicians, and other imaging scientists to devise the right analysis strategies and tools. Some particular emerging areas of interest to which you will likely contribute include neuroimaging-based analyses to support target selection for RNAi therapeutics, and deep learning-based prognostication from retinal OCT. As part of our team, you will embrace techniques of classical image analysis, as well as cutting-edge machine learning / artificial intelligence (ML/AI) methods when appropriate, often integrating open source or commercially available software with completely custom code. You will also augment our team's ongoing efforts to support routine usage of commerical image analysis software by non-experts, and to enhance image management infrastructure for facilitating advanced computational image analyses. Job Duties: Advising on, developing, and communicating image processing strategies, primarily for analysis of clinical datasets Programming software implementations for custom image management and analysis tools, which may include leveraging APIs from commercial software, Python scripting, RShiny app development, machine learning techniques, and more Maintaining internal software repositories and documentation of internally developed image processing pipelines Performing quality control of image data and image-derived analysis results Producing analytics and data visualizations of image-derived analysis results, which may include simple statistical tests, various types of summary plots, spreadsheet aggregation Supporting proficient usage of both commercial and internally developed image analysis tools throughout Regeneron Leveraging our team's project management software to track project development, organize requests, and prioritize tasks Requirements: PhD -OR- MS+4yrs -OR- BS+6yrs in Engineering, Mathematics, Physics, Computer Science, or similar. 5+ years Python programming required; also, working knowledge of version control; experience with dedicated image processing libraries (e.g. Scikit Image, OpenCV, ITK); Experience in additional languages (C++, R, Matlab) a plus Hands-on experience providing quantitative analysis for 3D in vivo imaging data (e.g. PET, CT, MRI) Fundamental knowledge of medical physics as relevant to medical imaging Expert understanding of fundamental principles of image processing (e.g., image filtering, classic segmentation techniques, image registration) High level of comfort with mathematics relevant to quantitative image analysis (optimization, regression, statistics, signal processing, cluster analysis, general machine learning, etc) Hands-on programming experience in deploying deep learning techniques in an image analysis context (e.g. with TensorFlow/Keras/PyTorch/etc) Working knowledge of cloud computing, parallel processing (e.g. using SGE on a cluster) Exceptional critical thinking, attention to detail, scientific rigor, and strong analytical, problem solving, and troubleshooting skills Ability to shift focus between multiple projects while still meeting deadlines Excellent verbal and written communication skills A proven ability to work independently and collaboratively as part of a larger project A positive attitude and willingness to learn new things A passion for biology and helping others A dedication to share, collaborate, and lift up others This is an opportunity to join our select team that is already leading the way in the Pharmaceutical/Biotech industry. Apply today and learn more about Regenerons unwavering commitment to combining good science & good business. To all agencies: Please, no phone calls or emails to any employee of Regeneron about this opening. All resumes submitted by search firms/employment agencies to any employee at Regeneron via-email, the internet or in any form and/or method will be deemed the sole property of Regeneron, unless such search firms/employment agencies were engaged by Regeneron for this position and a valid agreement with Regeneron is in place. In the event a candidate who was submitted outside of the Regeneron agency engagement process is hired, no fee or payment of any kind will be paid. Regeneron is an equal opportunity employer and all qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability status, protected veteran status, or any other characteristic protected by law. An important note about privacy: Regeneron is committed to your privacy and will not ask for sensitive personal information such as social security number, date of birth or bank account details via email or social media. We do not interview candidates on Google Hangouts. Any questions about job listings can be directed to candidatesupport@regeneron.com. We also do not hire for "at-home data entry" positions.
