Business Data Science Lead

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Our employees are committed to improving the quality of life for patients and ensuring that the donation process is safe, easy, and rewarding for donors who want to make a difference.When you work at BioLife, you’ll feel good knowing what we do helps improve the lives of patients with rare diseases. While you focus on our donors, we’ll support you. We offer a purpose you can believe in, a team you can count on, opportunities for career growth, and a comprehensive benefits program, all in a fast-paced, friendly environment. This position is currently classified as “hybrid” in accordance with Takeda’s Hybrid and Remote Work policy and could be located in either Bannockburn, IL or Cambridge, MA.OBJECTIVES / PURPOSEAs a Business Data Science Lead on the Forecasting, Pricing, and Analytics (FPA) team, you will be responsible for the structural creation, execution, and management of statistical models and analytics solutions that support and maximize our long-term growth plans. This role has three main responsibilities : (1) hands-on involvement in the execution of FPA models, analyzing outputs, explaining and communicating results, and conducting rapid follow-on analyses, (2) work closely across the business in a consultative and cross-functional capacity to identify and propose ways to improve our use of data, and (3) work across the FPA team to continuously improve process, documentation, and knowledge management. While an end-to-end data science skillset is desirable for this role, as a business data science lead, the emphasis is on ideation (identifying opportunity areas), design (creating functional requirements and proof-of-concept models), and execution (running models in production and communicating about model outputs), as opposed to technical aspects of development, deployment, or scaling.This role is critically important for the success of the FPA team and reports to the Global Head of Forecasting, Pricing, and Analytics at BioLife, which is within the Plasma-Derived Therapies PDT) business unit at Takeda.ACCOUNTABILITIESStrategic LeadershipImprove measurement of business performance through focus on the right metrics, improving metric accuracy, and proposing & creating statistical models to better understand complex dynamics.Identify and help implement best practices, create and maintain documentation, improve process, and advance knowledge management across the Forecasting, Pricing, and Analytics (FPA) team.Ability to proactively identify and quantify risks & gaps in on-going business processes.Drive continuous improvement initiatives to achieve cost savings and efficiency gains.Work with partners, vendors, and consultants on cross-functional projects, which can include developing solution functional requirements, feature prioritization, and aspects of data management / governance.Applied Data ScienceHands-on model execution, output management, and communicating results clearly and succinctly.Partner with the Data, Digital, and Technology (DD&T) Data Science team and consultants to develop and improve on existing analytical models.Complete ad hoc analytics analyses, which can include descriptive analyses and / or predictive modeling.Build AI / ML and statistical model prototypes for measuring and understanding key drivers of our business.Collaboration and AdaptabilityBuild strong relationships with cross-functional partners for efficient alignment, coordination, and information sharing across teams.DIMENSIONS AND ASPECTSTechnical / Functional ExpertiseExpert knowledge of time-series forecasting, survival analysis (a.k.a. time-to-event, duration, event history analysis, etc.), and agent-based modeling.Broad general experience across data analysis, data management, and statistical modeling.Expert in SQL, Python, and R for data analysis and model development.Strong analytical skills with a solid foundation in many of the following statistical and AI / ML methods : regression analysis (continuous, categorical, survival, time-series, and count models, etc.); classification (CART, SVM, Neural Networks, etc.), clustering (k-means / medoid, hierarchical, self-organizing maps, etc.), and other AI / ML techniques; experimental design; and forecasting / sensitivity analysis.Comfortable working daily in cloud-based data platforms.Expert level MS Excel skills, including advanced functions (e.g., Solver), data analysis, pivot tables, macros, and VBA (Visual Basic for Applications), and applicability of these features for developing and managing financial models for business case development and forecasting.Experience working with Power BI, Tableau, or other data visualization software.CommunicationExcellent verbal and written communication. Proven data analysis background with the ability to transform analysis into insights, recommendations, and proposals for senior management.Ability to communicate complex concepts simply and succinctly.Decision-making and AutonomyHigh self-reliance, self-efficacy, initiative, and learning agility.Strong at both structured and unstructured problem solving.InteractionManage and / or partner on projects with vendors and consultants.EDUCATION, BEHAVIOURAL COMPETENCIES AND SKILLS : Required : Ph.D. or master’s degree in any area of social science, statistics, management science, engineering, computer science, or a closely related field; or an undergraduate degree in one of these areas plus relevant work experience.Experience with data analytics from end-to-end, i.e., including ideation, proposal creation, getting stakeholder buy-in, designing analytics models / solutions, building prototypes, and working with IT / Data Science teams to deploy and scale solutions.10 years of experience in advanced analytics and modeling in the areas of business performance analysis, forecasting, pricing, optimization, and / or consumer behavior.Excellent verbal and written communication and presentation skills. Able to communicate effectively to all levels of the organization, including senior leadership.Bring a growth mindset, curiosity, positivity, intuitive thinking, and a passion for excellence.PreferredHealthcare or Plasma Industry related experience a plus.Management consulting experience a plus.ADDITIONAL INFORMATIONDomestic travel required (up to 10%).BioLife 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 : Bannockburn, ILU.S. Base Salary Range : 149,100.00 - 234,300.00The 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.LocationsBannockburn, ILUSA - MA - Cambridge - Kendall Square - 500Worker TypeEmployeeWorker Sub-TypeRegularTime TypeFull timeJob ExemptYes