Senior Data Scientist
职位编号:

发布日期: 2020-07-01

电子邮箱: cv_bayer@vip.sina.com;lynn.han@bayer.com
工作年限: 2年
招聘人数: 1人
工作地点: 上海-浦东新区
公司: 拜耳(中国)有限公司
主要职责: YOUR TASKS AND RESPONSIBILITIES
? Support of business and innovation projects in the area of Radiology.
? Lead projects and other data scientists applying LEAN and agile approach to deliver fit-for-purpose solutions.
? Establish strong link with stakeholders in the business to help shape and execute the digital agenda strategy.
? Perform complex simulation, modelling and machine learning research integrating multi-layered data models from internal and external sources.
? Develop and train members of the Data Science team.
? Maintain awareness of state-of-the-art application of AI in life science industries and research.
? Publish innovative methodologies and scientific discoveries in peer reviewed journals.
? Create opportunities for data product development by identifying pain points in the business to improve efficiency and decision making.
? Lead scaling up activities transforming data science prototype to end to end solutions by leveraging skills across a large IT unit working with Business Domain Expert in their daily work.
? Search and explore external opportunities with academia and new solution vendors.

WHO YOU ARE
? PhD. in computer vision, machine learning, applied mathematics, computer science, with strong applied side
? 4+ years industry experience or very strong academic records leading the delivery of ground breaking machine learning projects.
? Expert level knowledge in at least one of the following area: Bayesian deep learning, Probabilistic Graphical Network, Gaussian processes, MCMC and/or Deep Learning (RNN, GAN...)
? Very good coding knowledge in Python and/or R
? Proficiency with machine learning and deep learning frameworks such as TensorFlow.
? Strong business analyst skills and strong experience interacting with very diverse customers is required
? Strong skills in presentation of results and outlining of solutions to the Business.
? Ability to work in an interdisciplinary and agile environment
? Fluent in English both written and spoken
? You are somebody passionate about using statistical and mathematical tools to make the world a better and more efficient place. You are interested in joining a young and energetic team of data scientists working across discipline from automatized factory predictive analytics to oncology to satellite image analysis. You describe yourself as hands-on, able to code and to analyze data. You are able to present your results and outline potential solutions for deployment to the business
? Your profile: You are somebody that read and practice the techniques from books such as "Pattern Recognition and Machine Learning" from Bishop; "The elements of Statistical Learning" from Hastie/Tibshirani/Friedman; "Bayesian Data Analysis" from A. Gelman.
   
   

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