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Advanced Analytics Lead

Advanced Analytics Lead

UCBTokyo, Tokyo, Japan
3日前
職務内容の詳細

Make your mark for patients

About the role

You will be responsible for making exceptional business impact with the use of secondary data and insights development through advanced analytics methods, enabling an increased use of data and, where applicable, reducing the necessity for building primary data. You will also be responsible for managing and implementing advanced analytics / AI projects to ensure successful delivery. You will oversee the ongoing operations of advanced analytics solutions to ensure that models continue to work and scale them up with additional demand and applications. You will serve as the subject matter expert for Advanced Analytics / AI capabilities in support of business needs.

Who you’ll work with

You will work intensively with the Global Advanced Analytics Team Leads as well as with the local Insights Generation team and business partners. In addition, you will regularly connect with the Global Integrated Insights Heads. Externally, you will work with data and analytics vendors that support data science projects. The mission of this role is to deliver data-driven actionable insights from advanced analytics that create high impact patient value.

What you’ll do

  • Analytics Leadership : Provide clear expertise for opportunities to leverage advanced analytics, especially where they are advantageous to reducing the need for primary data or have high marginal impact. Proactively identify new applications for analytics and latest methodology, including LLMs and NLP
  • Deliver the most impactful data and analytics projects that address the most compelling business questions, and / or identify new opportunities for patients and UCB through effective visual displays of quantitative and qualitative information
  • Apply cutting-edge analytics, communicate clearly and present insights and practical / pragmatic implementation of key recommendations
  • Partnership and Collaboration : Be the key strategic partner for the Go-to-Market or functional stakeholders and co-create plans and priorities for data and advanced analytics with them together.
  • Ensure tight relationships and collaboration with IT, Data Office, and other Insights & Analytics teams using relevant data sources
  • Drive the execution of regional and local data-driven insights research and data analytics plans and priorities
  • Foster a strong data science community with significant business acumen and communication skills towards stakeholders with different levels of data literacy. Supervise the conduct of advanced analytics studies in a collaborative manner ensuring that the study methodology is appropriate to deliver reliable results.
  • Improve the team’s partnership with, and impact on, key internal (UCB) and external stakeholders within the specific area of focus by : 1) developing and executing a communication and collaboration plan with key UCB stakeholders, 2) increasing personal and the Advanced Analytics team’s knowledge of the business
  • Drive deep partnership with the Hub insights team and other “fellow” engines and insights generating functions (e.g. regional analytics teams) allowing for a joined delivery of cross-functional, deep impactful insights
  • Be a champion for a data-driven, decision-making culture

Minimum Experience / Skills Required :

  • Graduate degree in quantitative area (statistics / mathematics / physics etc.) is preferred
  • Minimum of 5 years experience applying predictive modeling techniques such as ML, decision trees, ensemble learning, neural networks etc., and data transformation such as data cleansing and integration, fuzzy matching, etc., is required
  • Minimum of 5 years of experience developing program / project plans and leading programs / projects from initiation to implementation is required
  • Minimum of 5 years of experience with programming and application development using Python, R, or any compiled language
  • Strong project and stakeholder management
  • Preferred Experience / Skills :

  • PhD in quantitative area
  • Knowledge of pharmaceutical industry, ideally specialty pharma and biologic treatments
  • Strong SQL skills and experience with databases ( MySQL, Postgres )
  • Experience with batch process automation
  • Deep expertise in leveraging data science methodologies within the Go-to-Market sphere of the pharmaceutical industry. The Go-to-Market domain encompasses the commercial, medical, and market access facets of the business
  • Expertise in analyzing a range of large, secondary transactional databases, unstructured data or other computationally difficult challenges
  • You are a structured problem solver
  • Possess an 80 / 20 mindset to push for fast model iterations. You must also be able to interpret model results and identify potential model errors (e.g., overfitting, model bias, correlation vs causation)
  • Global role, so willingness and flexibility to work across geographies / time zones (sometimes outside of core hours)
  • Are you ready to ‘go beyond’ to create value and make your mark for patients? If this sounds like you, then we would love to hear from you!

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    Lead • Tokyo, Tokyo, Japan