About the role:
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 Senior Scientist/ Principal Scientist, Biologics, Computational Biology/ Machine Learning where you will leverage skills in sequence analysis, pattern recognition, machine learning, and scientific programming to develop and implement tools that enable the design of novel therapeutics and prediction of biophysical and therapeutic properties. You will also coordinate with internal and external collaborators and interface very closely with members of other therapeutic groups to help build Takeda's capabilities in this area. Responsibilities include: As part of the Global Biologics team that is focused on creating novel treatments that make a large impact on patients' lives in the fields of Oncology, Gastroenterology, Neuroscience, and Rare Diseases and you will report to the Principal Scientist, Biologic Analytics and Automation Sciences.
Develop and implement tools and models that enable rapid assessment of biotherapeutics with regard to potency, immunogenicity and developability. Proactively assess and internalize novel methods and tools.
Help build and execute on the scientific strategy for building out Takeda's machine learning platform for application in antibody development and gene therapy.
Identify and evaluate academic and industry collaborations and serve as the point of contact with external partners and stakeholders.
Understand and effectively utilize a wide variety of data sources, both proprietary and public, to develop predictions.
Independently design studies, ranging from simple to more complex, to test and further refine predictive models.
Support all aspects of projects from data wrangling through to machine learning and statistical analysis.
Communicate and explain strengths and weaknesses of complex computational models and ML techniques to broad scientific audience from diverse disciplines
How you will contribute:
Independently represent Global Biologics function on project and data science teams in support of discovery programs.
Strengthen Takeda's advanced analytics toolkit by identifying and applying emerging techniques, and by advancing the state-of-the-art analysis tools.
Collaborate within a matrix environment, with scientists across various scientific disciplines, therapeutic areas, and departments to develop a strategy and appropriate goals for data science work
Anticipate and communicate internal and external resource and quality issues that may impact deliverables or timelines of the program. Propose and implement solutions. Escalate issues to management as appropriate in a timely manner.
Increase the external recognition of Takeda's data science work by participating in conferences, publishing work and developing external collaborations
What you bring to Takeda:
Education in a relevant field, for examplePhD in a field such as Biostatistics, Physics, Computation Biology, Biomedical Engineering, Computer Science, Applied Mathematics with at least 6 years of experience and a clear interest in data science methods
Master's degree with at least 9 years of relevant experience
Proficiency in Python and deep learning libraries such as TensorFlow, Keras.
Significant depth of expertise in at least one field relevant to the job (for example, machine learning, biotherapeutic design, etc.).
Track record of applying machine learning/ deep learning approaches, to solve relevant biological problems.
Familiarity with concepts, techniques, and common tools used for sequence analysis, pattern recognition and protein structure modeling.
Ability to work independently on complicated datasets, including all aspects of data analysis (data cleaning, algorithm development, statistical analysis, and documentation).
Strong project management skills.
Willingness and ability to self-educate in new areas.
Strong collaborative skills and ability to work with a cross-functional team.
What Takeda can offer you:
Comprehensive Healthcare: Medical, Dental, and Vision
Financial Planning & Stability: 401(k) with company match and Annual Retirement Contribution Plan
Health & Wellness programs including onsite flu shots and health screenings
Generous time off for vacation and the option to purchase additional vacation days
Community Outreach Programs and company match of charitable contributions
Family Planning Support
Flexible Work Paths
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.
In accordance with the CO Equal Pay Act, Colorado Applicants Are Not Permitted to Apply.
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.
Boston, MAWorker Type