Data Scientist-Janssen Research & Development, LLC
Full time @Johnson & Johnson Shortlist Email JobJob Detail
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Job ID 3103
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Career Level Others
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Experience Less Than 1 Year
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Qualifications Master’s Degree
Job Description
Employer: Janssen Research & Development, LLC
Job Title: Data Scientist
Job Type: Full-Time
Job Duties: Work with colleagues in research and development to design, build and deploy state-of-the-art scientific algorithms to support Janssen R&D initiatives. Assemble large, complex data sets that meet functional/non-functional business requirements. Develop and apply creative solutions that go beyond current tools to deliver data-driven insights to high-priority scientific problems. Identify, design and implement internal process improvements: automating manual processes and optimizing data delivery. Establish and execute strategies to increased usage and adoption of data science from project conceptualization to completion: defining requirements, data ingestion pipelines and database design. Apply machine-learning approaches to high dimensional data problems, including but not limited to, drug repurposing, biomarker identification and epidemiological research. Utilize graduate-level research and analysis skills. Must be available to work on projects at various, unanticipated sites throughout the United States
Qualifications
Requirements: Employer will accept Master’s degree in Computer Science, Bioinformatics, Information Technology, Machine Learning, Data Engineering or related technical field and 6 month(s) of work experience in job offered or 6 month(s) of work experience in a position-related occupation. Experience may be gained concurrently. Any suitable combination of education, training, or experience is acceptable. Education or experience must include: 1) Experience with large datasets, understanding of data analysis workflows, and knowledge of query languages such as SQL; 2) Experience with common data science toolkits, such as Pandas, Scikit-Learn and NumPy; 3) Knowledge of statistics, machine learning algorithms such as Random Forest, SVM or Gradient Boosted Trees; 4) Experience with coding and visualization software/tools such as Python and Tableau; 5) Experience with big data tools such as Spark or Redshift; 6) Experience with cloud technologies such as Amazon Web Services (AWS); 7) Experience managing complex, data driven, projects requiring coordination with multiple stakeholders; 8) Experience setting up and managing agile software development environment, with continuous integration and continuous deployment (CI/CD); 9) Experience in normalization of consumer and public data; 10) Experience applying machine learning approaches, creating training sets and evaluation model performance; 11)Experience establishing reproducible, scalable data processing pipelines for large datasets; 12) Experience in Agile software development environments such as Scrum or SAFe; and 13) Experience with analytical techniques such as regression analysis and classification. Must be available to work on projects at various, unanticipated sites throughout the United States
Primary Location
United States-California-San Diego-
Organization
Janssen Research & Development, LLC (6084)
Job Function
R&D
Requisition ID
2005859678W
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