Data Scientist
Company: Takeda Pharmaceutical
Location: Lexington
Posted on: October 30, 2024
Job Description:
By clicking the "Apply" button, I understand that my employment
application process with Takeda will commence and that the
information I provide in my application will be processed in line
with Takeda's and . I further attest that all information I submit
in my employment application is true to the best of my
knowledge.Job DescriptionAbout 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 Data Scientist where you will work with drug product
scientists, device engineers, test engineers, and process
development experts to develop and validate computational
techniques and simulations to model and predict the behavior and
interaction of biological, chemical, and physical systems. You will
also also support digitalization of business and quality processes.
As part of the Drug Product and Device Development (DPDD) team, you
will report to Director, Commercial Device Engineering. DPDD
develops Drug, Device, and Combination products in a sustainable
and cost-effective process.You will have an innovative mindset,
able to leverage their experience with advanced data analytics, In
Silico technology, Artificial Intelligence, Machine Learning, Deep
Learning, and Digitalization techniques to support combination
product development and lifecycle management.How you will
contribute:
- You will lead the initiatives to integrate the In Silico and
automation approaches into the combination product development,
risk management, manufacturing and post market lifecycle
management.
- You will partner with data scientists to develop an
infrastructure and processes for the contextualization,
organization, visualization, and storage of the generated data, to
enable autonomous and intelligent process development. Identify and
convert physical activities in development and lifecycle to digital
platforms.
- You will have deep experience processing large data sets and
applying advanced methods to visualize and extract value from them.
You will have experience developing workflows for data collection
using a wide range of automation tools, from traditional platforms
to the use and development of complex software solutions. You will
have knowledge of multiple process analytical technologies (PAT),
Pharma 4.0 digital maturity models and systems, and testing and
building simulation models. You will strive to improve our
workflows to facilitate and accelerate process development,
optimization, and understanding.
- You will be recognized as a technical resource/expert within
DPDD and across Pharmaceutical Sciences and use technical expertise
to contribute across multiple projects and drive
technical/scientific strategy. You will collaborate closely with
product development groups, digital and manufacturing based on
pipeline needs and current trends in research. You will maintain
and grow the department's strategic relationships with our
outsourcing partners, academic collaborators, and pre-competitive
consortia, as well as directing and managing outsourcing across a
product platform, as appropriate.
- Document model development and validation processes, ensuring
compliance with regulatory standards.
- Present findings and provide insights to stakeholders to inform
decision-making processes.
- Stay updated with the latest advancements in data science,
machine learning, and in-silico modeling techniques, incorporating
novel automation technologies and industry trends as a key aspect
of scientific strategy development.
- Ensure project management of all plans and projects within your
responsibilities, linking all scientific efforts to company,
program and functional goals.
- Identify topics for initiatives and lead local/global and
cross-functional initiatives on behalf of senior staff.
- Represent Takeda and be an active member on pre-competitive
collaborations with academic and industrial partners.
- May require approximately 10% travel.Minimum
Requirements/Qualifications:
- PhD in engineering or related pharmaceutical science.
- Masters degree in engineering or related pharmaceutical science
and 6+ years relevant industry experience.
- Bachelors degree in engineering or related pharmaceutical
science and 8+ years relevant industry experience.
- Extensive experience in the use of computational modeling and
simulation in medical device or related areas.
- Proficiency in computational modeling software (FEA, CFD,
etc.), and CAD software such as SolidWorks.
- Experience in Artificial Intelligence (AI) and Machine Learning
(ML).
- Experience validating computational models.
- Ability to work independently and as part of a
multidisciplinary team.
- Strong problem-solving skills and attention to detail.
- Excellent communication and presentation skills.
- Experience managing staff preferred.
- Sound knowledge of current Good Manufacturing Practices
(cGMP).
- Previous experience contributing to regulatory filings,
preferably experience will late-stage filings.
- Proven scientific track record through presentations at
scientific conferences and publication of peer-reviewed
manuscripts.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.#LI-SB1Takeda Compensation and Benefits
SummaryWe understand compensation is an important factor as you
consider the next step in your career. We are committed to
equitable pay for all employees, and we strive to be more
transparent with our pay practices. -For Location:Lexington, MAU.S.
Base Salary Range:$108,500.00 - $170,500.00The estimated salary
range reflects an anticipated range for this position. The actual
base salary offered may depend on a variety of factors, including
the qualifications of the individual applicant for the position,
years of relevant experience, specific and unique skills, level of
education attained, certifications or other professional licenses
held, and the location in which the applicant lives and/or from
which they will be performing the job.---The actual base salary
offered will be in accordance with state or local minimum wage
requirements for the job location. -U.S. based employees may be
eligible for short-term and/ or long-term incentives. U.S. based
employees may be eligible to participate in medical, dental, vision
insurance, a 401(k) plan and company match, short-term and
long-term disability coverage, basic life insurance, a tuition
reimbursement program, paid volunteer time off, company holidays,
and well-being benefits, among others. U.S. based employees are
also eligible to receive, per calendar year, up to 80 hours of sick
time, and new hires are eligible to accrue up to 120 hours of paid
vacation. -EEO StatementTakeda 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.LocationsLexington, MAWorker
TypeEmployeeWorker Sub-TypeRegularTime TypeFull time
Keywords: Takeda Pharmaceutical, Nantucket , Data Scientist, Other , Lexington, Massachusetts
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