Job Location: Cambridge, MA
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Job Description
At Takeda, we are a forward-looking, world-class R&D organization that unlocks innovation and delivers transformative therapies to patients. By focusing R&D efforts on four therapeutic areas and other targeted investments, we push the boundaries of what is possible in order to bring life-changing therapies to patients worldwide.
Join Takeda as a Scientist/Sr Scientist, Artificial Intelligence, Cell Therapy Innovation where you will apply cutting-edge artificial intelligence technologies to the discovery and process development of cell therapy products. You will also help establish and optimize AI pipelines to accelerate cell therapy discovery and process development. You will contribute to bring cell therapies to save patient’s lives. As part of the Cell Therapy, you will report to Associate Director, Novel Technologies. Our novel technology team is focused on advancing Takeda cell therapy drug discovery pipeline through the development of novel technologies.
How you will contribute:
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Build the corpus and develop AI models and algorithms for text information extraction, syntactic and semantic analysis, and interpret data through data visualization to provide text information support for project teams.
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Extract omics data from public database and develop machine learning pipelines to analyze omics data (transcriptomic, genomic, metabolomic, etc.) for target identification of different cell therapy projects.
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Explore novel machine learning methods to generate optimal chimeric antigen receptor sequence.
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Explore new AI applications in cell therapies (process image analysis, etc.) to grow the discovery and development.
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Data annotation, data cleaning and dataset building for specific projects and downstream AI prediction and analysis.
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Collaboration with project teams to plan and implement project specific machine learning and data analysis programs.
Minimum Requirements/Qualifications:
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PhD’s degree in Computer Science, bioinformatics, computational biology, system biology or other similar science and engineering disciplines, with 0+ year experience.
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Master’s degree in Computer Science, bioinformatics, computational biology, system biology or other similar science and engineering disciplines, with 4+ year experience.
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Bachelor’s degree in Computer Science, bioinformatics, computational biology, system biology or other similar science and engineering disciplines, with 7+ year experience.
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Experience with at least one of the focuses: natural language processing, text mining, protein sequence design, omics data analysis (RNA seq, etc.) computer vision.
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Expertise with many of the following areas: supervised learning, unsupervised learning, deep learning, deep generative models, transfer learning.
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Experience working in cloud and high-performance computing environments (e.g. AWS), and experience working in a Unix/Linux environment.
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Excellence in core machine learning languages (such as Python, R, Java, C++) with Python and R preferred. Familiar with machine learning tools and packages (Tensorflow, Pytorch, Scikit Learn, pandas, numpy, etc.)
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Experience with database systems (SQL, NoSQL) desired.
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Lead and run research projects while keeping close communication with the team.
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Interpret computational language in a way that the stakeholders with biology/immunology background can understand.
What Takeda can offer you:
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Comprehensive Healthcare: Medical, Dental, and Vision
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Financial Planning & Stability: 401(k) with company match and Annual Retirement Contribution Plan
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Health & Wellness programs including onsite flu shots and health screenings
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Generous time off for vacation and the option to purchase additional vacation days
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Community Outreach Programs and company match of charitable contributions
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Family Planning Support
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Flexible Work Paths
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Tuition reimbursement
More about us:
At Takeda, we are transforming patient care through the development of novel specialty pharmaceuticals and best in class patient support programs. Takeda is a patient-focused company that will inspire and empower you to grow through life-changing work.
Certified as a Global Top Employer, Takeda offers stimulating careers, encourages innovation, and strives for excellence in everything we do. We foster an inclusive, collaborative workplace, in which our teams are united by an unwavering commitment to deliver Better Health and a Brighter Future to people around the world.
This position is currently classified as “hybrid” in accordance with Takeda’s Hybrid and Remote Work policy.
In accordance with the CO Equal Pay Act, Colorado Applicants Are Not Permitted to Apply.
EEO Statement
Takeda is proud in its commitment to creating a diverse workforce and providing equal employment opportunities to all employees and applicants for employment without regard to race, color, religion, sex, sexual orientation, gender identity, gender expression, parental status, national origin, age, disability, citizenship status, genetic information or characteristics, marital status, status as a Vietnam era veteran, special disabled veteran, or other protected veteran in accordance with applicable federal, state and local laws, and any other characteristic protected by law.
Locations
Cambridge, MA
Worker Type
Employee
Worker Sub-Type
Regular
Time Type
Full time
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