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[博士后]波士顿大学招收Generative AI in Business方向博士后

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2epnon | 只看该作者 |倒序浏览
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招生
学校名称: Boston University
专业: DataScience/Analytics
入学年度: 2023
入学学期: Fall

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波士顿大学Digital Business Institute 与Computing and Data Sciences联合招收一名博士后研究员,方向为Applications and Consequences of Generative AI in Business。请有意申请的同学阅读以下说明:

The Digital Business Institute (DBI) in conjunction with Computing and Data Sciences at Boston University is looking for a postdoctoral researcher to study the applications and consequences of generative AI in business. The anticipated start date for this position is flexible: any time between Jan-June 2023.

Project Description
Generative algorithms are increasingly penetrating different aspects of business. Examples include the use of neural language models to synthesize website content for the purposes of search engine optimization, the synthesis of personalized product reviews, and the application of GANs, VAEs, Diffusion models to augment the creative design process. Due to the complex and black box nature of many algorithms, and the lack of empirical studies on field usage, several questions are beginning to emerge, including but not limited to: what are the potential preference-shifting impacts of these technologies on consumers? What are the long-term impacts of these technologies on platforms? What sorts of feedback loops and changes in market equilibria might we expect following the broad adoption of generative technologies in different industries? The postdoctoral researcher will drive a research program addressing such questions, employing a variety of methods, including simulation and experimentation. The postdoctoral researcher will also be expected to engage with local industry on these topics.

Qualifications
  • PhD in Computer Science, HCI, Statistics, Data Science, Business Analytics, Information Systems Management, or a closely related field.
  • Mastery of machine learning, deep learning, neural language models, generative models, such as VAEs, GANs, Flow- based models, diffusion models.
  • Solid knowledge of causal inference techniques.
  • Experience in the design lab experiments and familiarity with Amazon Mechanical Turk / Prolific.


Position Details & How to Apply
The contract for this position will be for a period of 1 year with flexible starting date with a possibility of 1-2 year extension, based on available funding. Interested candidates are encouraged to send application materials to Dokyun “DK” Lee (dokyun@bu.edu) and Gordon Burtch (gburtch@bu.edu). Please include the following:
  • Cover letter stating interest and qualifications
  • CV
  • One example of research or code related to generative algorithmsApplications will be reviewed on a rolling basis until the position is filled. Anticipated salary will be in the range of $55,000 to $60,000.

Responsibilities
Undertaking research as described above, with an intention to publish in top business journals and CS conferences. Additionally, equal importance will be assigned to grant proposal writing, sponsored funding, and data acquisition from corporate partners. The postdoctoral scholar will closely work with Dokyun Lee, Gordon Burtch, and Peter Howard (Executive Director of DBI - pjhoward@bu.edu) in this position.

About the Questrom School of Business & Digital Business Institute
The Questrom School of Business at Boston University has recently focused on establishing a research community with a robust focus on analytics and data science for business. At the nexus of people & technology is the Digital Business Institute—an incubator dedicated to the advancement of practical, relevant, and human-centric research that accelerates value-creating digital transformation. We are an equal opportunity employer and all qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability status, protected veteran status, or any other characteristic protected by law. We are a VEVRAA Federal Contractor.

上一篇:[博士] 土木/机械:计算力学,随机方法 - 休斯顿 - 2023
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douxiaotian 2022-12-21 09:35:23 | 只看该作者
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有介绍这两位老师之前博后/学生有什么光明的前途吗?
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 楼主| 2epnon 2022-12-22 02:34:55 | 只看该作者
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douxiaotian 发表于 2022-12-20 20:35
有介绍这两位老师之前博后/学生有什么光明的前途吗?

两位教授的简历里有提到之前advise 或者co-advise的学生的placement
https://www.scribd.com/document/ ... ozSTRpbMeIesuLQz5Wi
http://questromapps.bu.edu/facul ... urtch_Gordon_CV.pdf

有去 Cornell University, CUHK, Harvard Business School, HKUST, University of Minnesota, University of Wisconsin-Madison, Virginia Tech 等高校担任 tenure track faculty
也有去 Amazon 或者 Federal Reserve Bank 的
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想问现在可以招收csc身份的访问学生吗?
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