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Data Scientist (Oncology)

Employer
Regeneron Pharmaceuticals, Inc.
Location
Tarrytown, New York
Start date
Oct 21, 2021

Job Details

We are seeking a passionate and highly motivated Data Scientist with extensive experience in bioinformatics and statistical analysis of large histological data sets to join the Innovation & Technology group of the Clinical Histology Core. The group is at the forefront of the development and implementation of cutting-edge histological methods and bioinformatics approaches as well as perform deep tissue profiling and biomarker discovery across different clinical programs and disease areas.


The successful candidate should be able to use the latest scientific findings and available technologies to develop, integrate and apply new image analysis solutions, state-of-the-art computational methods and data mining strategies to address key challenges of clinical drug development. This position will have a focus on the integration, statistical analyses and visualization of histological and high-dimensional biological data sets as well as the development of analytical pipelines, clinical data libraries and predictive modeling techniques. The combination of image analysis features with response and survival data will generate novel biological insights into disease and drug mechanisms and inform the clinical decision-making process.


As a Data Scientist in Oncology, a typical day may include the following:


•    Lead and support projects and/or project teams in the field of bioinformatics, statistics and data mining as well as proactively identify informatics opportunities, propose solutions, and support analytical needs
•    Cross-functional collaboration with interdisciplinary teams to develop analytical pipelines, computational methods, predictive models and simulation strategies
•    Integration and manipulation of high-dimensional biological data from various analytical platforms as well as combining and merging different sample manifests
•    Design and perform statistical analyses and data visualization of diverse histological data sets
•    Generate disease and therapeutic linkage data and apply advanced analytics to guide biomarker discovery and indication selection, measure drug target engagement and enable data-driven patient stratification and response prediction
•    Develop and implement computational solutions and new machine and/or deep learning approaches for digital image segmentation and histological data analysis
•    Prepare and present findings to cross-functional teams, review committees, senior management and/or external conferences


This role may be for you if:


•    You have the ability to work in a fast-pace team environment and collaborate in a cross-functional organization
•    You are a creative thinker with strong problem-solving skills and passion for translation biomedical research
•    You have excellent written and verbal communication and strong data presentation skills


To be considered for this position, you must have a Ph.D. in bioinformatics, biostatistics, biomedical engineering, data science, computer science or related field; Ph.D. with 2+ years. We are searching for an Expert in statistics and data analysis with solid understanding of digital pathology and cancer biology. Experience in integrating, manipulating and analyzing complex, large volume, high-dimensional data sets from varying sources (e.g. pathology, genomics, imaging or clinical) with focus on digital pathology. Ability to prototype software solutions and analytical pipelines for complex biological data analysis is essential. Strong knowledge in fundamental statistics concepts as it relates to clinical data (e.g. survival analysis, Bayesian methods, hypothesis testing) and expert user of statistical data analysis tools. We are seeking an individual with excellent programming skills in one or more analytics packages such as R, Python, Spotfire and/or MATLAB. Experience in developing and applying machine learning and/or deep learning approaches for digital image and medical data analysis is preferred. Familiarity with digital pathology analysis software packages (e.g. HALO, Visiopharm or Definiens) is a plus. Track record of scientific leadership exemplified by first author peer-reviewed publications ideally in the field of computational analysis and/or data minding with context to digital pathology or cancer research. Career exposure to pharmaceutical industry and R&D is preferred.
 

Does this sound like you? Apply now to take your first steps toward living the Regeneron Way! We have an inclusive and diverse culture that provides amazing benefits including health and wellness programs, fitness centers and stock for employees at all levels!

Regeneron is an equal opportunity employer and all qualified applicants will receive consideration for employment without regard to race, color, religion or belief (or lack thereof), sex, nationality, national or ethnic origin, civil status, age, citizenship status, membership of the Traveler community, sexual orientation, disability, genetic information, familial status, marital or registered civil partnership status, pregnancy or maternity status, gender identity, gender reassignment, military or veteran status, or any other protected characteristic in accordance with applicable laws and regulations. We will ensure that individuals with disabilities are provided reasonable accommodations to participate in the job application process. Please contact us to discuss any accommodations you think you may need.

Company

Regeneron is a leading biotechnology company that invents life-transforming medicines for people with serious diseases. Founded and led for 30 years by physician-scientists, our unique ability to repeatedly and consistently translate science into medicine has led to seven FDA-approved treatments and numerous product candidates in development, all of which were homegrown in our laboratories. Our medicines and pipeline are designed to help patients with eye disease, allergic and inflammatory diseases, cancer, cardiovascular and metabolic diseases, infectious diseases, pain and rare diseases.
 
Regeneron is accelerating and improving the traditional drug development process through our proprietary VelociSuite® technologies, such as VelocImmune® which produces optimized fully-human antibodies, and ambitious research initiatives such as the Regeneron Genetics Center, which is conducting one of the largest genetics sequencing efforts in the world.

Stock Symbol: REGN

Stock Exchange: NASDAQ

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Company info
Website
Phone
914-847-7000
Location
Corporate Headquarters
777 Old Saw Mill River Road
Tarrytown
New York
10591
United States

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