Senior Scientist, Systems Biology

Company: Takeda Pharmaceutical
Location: Boston
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 DescriptionAt 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 three therapeutic areas and other targeted investments, we push the boundaries of what is possible in order to bring life-changing therapies to patients worldwide.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.Are you looking for a patient-focused, innovation-driven company that will inspire you and empower you to shine? Join us as a Senior Scientist, Systems Biology in our Cambridge, MA location.Objective / Purpose:

• Be part of a computational team focused on utilizing in silico and systems biology approaches to support Takeda drug discovery and development projects.
• Utilize advanced bioinformatics, computational, AI/ML, and graph learning techniques to analyze multi-omic and multi-modal data, and identify novel drug targets, biomarkers, and cellular mechanisms of action across the Gastroenterology and Inflammation portfolio. -
• Evaluate the efficacy of potential target candidates through the application of state-of-the-art computational approaches; working closely with experimental, biology, computational genetics, data science, quantitative statistics, engineering, translational medicine, and biomarker teams.
• Report to the Computational Biology Group leader and collaborate with key stakeholders to drive innovative therapies for inflammatory bowel disease, chronic liver disorders, and chronic inflammatory indications in dermatology and rheumatology.Accountabilities:
  • Serve as a subject matter---expert in projects requiring multi-omic and multi-modal analyses from preclinical and clinical studies to identify and execute biomarker studies, patient stratification, and identify novel drug -targets/biomarkers. -
  • Use multimodal/foundational models including but not limited to clinical data, single-cell, and genomics.
  • Develop AI/ML models, knowledge graphs and NLP pipelines; incorporate computational strategies with graph-neural networks, deep learning, multimodal fusion, transformer models, transfer learning, contrastive learning as appropriate.
  • Present scientific reports in internal meetings in all settings and with participants of all levels of the organization, as well as for external audiences. -
  • Proactively identify complex obstacles, recommend and implement solutions using a diverse set of resources. -
  • Work collaboratively with data and quantitative scientists and data engineering groups to enhance our computational infrastructure, build on innovative C&SB solutions and intuitive multi-omics interface. -Technical/Functional (Line) Expertise
    • Strong knowledge of molecular biology and genomics.
    • Biological knowledge in one or more areas of inflammation and fibrosis (IBD, chronic liver disorders, chronic inflammatory indications in dermatology and rheumatology)
    • Demonstrated experience in large scale multi-omics (e.g. bulk or single-cell, spatial sequencing, proteomics, epigenetics, and more), multi-modal data integration, network analysis, and meta-analyses.
    • Strong machine learning experience is preferred.
    • Statistical analysis experience with working knowledge of regression analysis, multivariate data analysis, and linear/nonlinear mixed effects modeling is preferred.
    • Demonstrated ability to integrate and analyze multimodal biomedical data.
    • Background and work experience in graph-neural networks, deep learning, multimodal fusion, transformer models, transfer learning, contrastive learning.
    • Experience in developing clinical knowledge graphs and working with NLP and retrieval-augmented generation pipelines.
    • Experience with multimodal/foundational model development including but not limited to clinical data, single-cell, and genomics.
    • Ability to independently solve scientific problems using multiple, state-of-the-art technologies and approaches.
    • Experience with computational method evaluation, development, and implementation.
    • Solid knowledge of Unix/Linux, command line interfaces, and fluency in some common scripting and/or programming language (e.g., R, Python, Perl, Java, C / C++) used for statistical and computational multi-omics analysis.
    • Experience with high performance computing, relational databases (e.g., SQL), and cloud computing or distributed computing (Amazon Web Services).Innovation
      • Receives high level instructions on all work, determines methods for new assignments, works closely with manager, may manage junior staff Determines methods for new assignments; perform literature search as needed to propose and develops innovative solutionsInteraction
        • Conducts scientific presentations to internal audiencesDecision-making and Autonomy
          • Independently manages own workload Scientifically independent Ability to search literature and come up with innovative solution to difficult problemsLeadership
            • Ability to work in a team and influence team to make data driven decisionsEducation & Competencies
              • PhD degree in Systems Biology, Bioinformatics or Computational Biology with 2+ years relevant experience, or MS with 8+ years relevant experience, or BS with 10+ years relevant experience.
              • Previous industry experience is preferred and a strong background in applying computational and systems biology, including multi-omics data analyses, to research, translational and clinical programs with demonstrated ability to meet program objectives and timelines.
              • Strong organizational and effective communication skills.This position is currently classified as "hybrid" by Takeda's Hybrid and Remote Work policyTakeda 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:Boston, MAU.S. Base Salary Range:$133,000.00 - $209,000.00The 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.LocationsBoston, MAWorker TypeEmployeeWorker Sub-TypeRegularTime TypeFull time

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