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Site Intelligence Development Lead

Berlin Data Vollzeit Unbefristetes Dienstverhältnis m/w/x
Technologien und Skills
Deine Rolle im Team
  • As a site intelligence development lead, you will support Machine Learning / Artificial Intelligence Efforts for Site Intelligence.
  • You will be expected to apply your skills and discipline knowledge to recommend and apply statistical analysis and visualization techniques to site intelligence projects.
  • You will provide support to Study Optimization Leadership / Head of Site Feasibility and Selection on special projects. In addition you will be expected to lead and / or participates in global initiatives to improve operational efficiencies.
  • As part of this role you will work under the supervision of Director of Site Intelligence
  • Participates in the identification of data-driven / Machine Learning business opportunities for Site Intelligence
  • Supports and develops algorithms to extract information from large, multiparametric data sets with experimental feedback and design of experiments.
  • Design, develop and implement analytical solutions aimed to optimize country and site footprints for clinical trial conduct
  • Takes appropriate risks to advance new concepts and methodologies for the design and optimization of data analytics projects related to site intelligence
  • Participates in the development of ML and advanced analytics techniques to perform classification and prediction tasks new algorithms aimed to optimize country & site placement opportunities for clinical trial conduct
  • Collaborates with business units to support and deliver the implementation of ML / AI Site Intelligence initiatives through good communication, clear implementation plans and explicit performance metrics to agreed timelines and quality.
  • Creates awareness by working as a cross functional team leader to share and learn about best practices used within other Analytics Organizations across the company to deliver Site Intelligence initiatives with a variety of stakeholders, both internal and external.
  • Initiatives will be diverse and may include technology and process improvement components.
  • Promotes a continuous improvement culture to streamline appropriate processes for maximum efficiency and productivity
  • Maintains effective relationships with other platform lines, Business Units / Research Units, and enabling lines that facilitates effective portfolio delivery
Unsere Erwartungen an dich

Qualifikationen

  • Proficiency in Python and the standard Machine Learning library stack scikit-learn, numpy, pandas, etc.
  • Familiarity with the Machine Learning pipeline
  • Expertise in optimization, ranking, information retrieval, causality, transfer learning, NLP, or probabilistic inference.
  • Expertise in visualization development (Spotfire, Tableau)
  • Proven ability to work autonomously and collaboratively as part of a team
  • Strong presentation skills, interpersonal skills, as well as a team-oriented approach. Excellent verbal, written, communication and time management skills
  • Ability to multitask under tight deadlines on several projects with specific and unique requirements, while providing attention to detail and high-quality work.
  • Ability to be flexible, adapt to change, work independently, as well as work as part of a team in a matrix environment.

Erfahrung

  • MS 2 years
  • Professional working experience Min 6 years
  • Experience in both supervised and unsupervised machine learning models
  • Experience with Dataiku DSS
  • Experience with at least one Deep Learning framework (e.g. TensorFlow)

Ausbildung

  • BS / Equivalent 4 years
  • PhD in Engineering, Statistics, Data Science, Applied Mathematics, Computer Science, Physics, Computational Biology, Bioinformatics or a related field
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Quellen Information

Job: Site Intelligence Development Lead

Seite: neuvoo.de

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