理工科博士毕业如何做数据科学家?

楼主理工科博士毕业,在企业做了两年软件开发类的工作。看到现在数据科学领域的职位蛮多的,想往这个方向靠拢。不知道版上做这个领域的朋友能不能给点建议,比如说如何准备相关的知识,要不要刷编程的难题,有什么公司的这类职位有钱途(新加坡、中国),等等。目前我的计划是把Andrew Ng的课程学完,然后去kaggle做一些项目。抛砖引玉。
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13 个回答

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Ph.D. 当然会
钱多

工作时间flexible

一般只能二选一

如果想做些有意思的东西,对人生有启发,对世界有贡献的,二者皆可抛

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宗政清晨

Research Scientist
能给到什么价?

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6000++
不光要搞各种project,还有负责一些外联,搞funding之类的。现在多了一级,senior research scientist,能高research scientist多少暂时还不清楚

PhD刚毕业一般是给research fellow

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现在已经在搞A.I.了
data scientists成了必需,就算以后有机器人,也还是需要data scientists的

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杨蕊

Science是公开的
Engineering是私有的,门槛比较高。

你是老板,你选门槛高的还是低的?

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窦枝

re
机器人产业链太长,而且对规模要求太高,不大适合在新加坡搞。
其它不评价

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science的门槛也可能很高啊
关键不在是science还是engineering,而整个世界的技术门槛会越来越低,技术门槛正慢慢转移到data门槛上面,所以搞了这么多年,最后看的还是技术。

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最后看data
打错了

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蔡忠融

A.I.
+1

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这个听说了吧: S$150 million
SINGAPORE: The National Research Foundation (NRF) will be investing up to S$150 million into a new national programme aimed at boosting Singapore’s artificial intelligence (AI) capabilities over the next five years.

Called AI.SG, the initiative will see Singapore-based research institutes partner AI start-ups and companies developing AI products to grow knowledge in the space, create tools and develop talent to power the country’s AI efforts. This was announced by Minister for Communications and Information Yaacob Ibrahim at the opening of InnovFest Unbound event on Wednesday (May 3).

"AI.SG will do three key things – first, address major challenges that affect both society and industry. Secondly, invest in deep capabilities to catch the next wave of scientific innovation. And finally, to grow AI innovation and adoption in companies - an initiative most pertinent to our business community," said Dr Yaacob.

"We have identified three focus areas of application for AI.SG: Finance, city management solutions and healthcare."

It will be driven by a Government-wide partnership comprising of the NRF, the Smart Nation and Digital Government Office (SNDGO), the Economic Development Board (EDB), the Infocomm Media Development Authority (IMDA), SGInnovate as well as the Integrated Health Information Systems (IHiS).

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