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美国薪资高的专业:商业分析

硕士
专业解析
商业分析 是一个新兴的留学专业,在美国也是最近几年才开设的。
<p style='margin: 0px 0px 12px; padding: 0px; text-align: justify; color: rgb﹙51, 51, 51﹚; text-transform: none; line-height: 26px; text-indent: 0px; letter-spacing: normal; font-family: "Microsoft Yahei", Arial, "Material Icons Extended", stonefont, iknow-qb_share_icons, review-iconfont, mui-act-font, fontAwesome, tm-detail-font, office365icons, MWF-MDL2, global-iconfont, Bowtie, myfont, sans-serif; font-size: 14px; font-style: normal; font-weight: 400; word-spacing: 0px; white-space: normal; orphans: 2; widows: 2; background-color: rgb﹙255, 255, 255﹚; font-variant-ligatures: normal; font-variant-caps: normal; -webkit-text-stroke-width: 0px; text-decoration-style: initial; text-decoration-color: initial;'><br></p><p style='margin: 0px 0px 12px; padding: 0px; text-align: justify; color: rgb﹙51, 51, 51﹚; text-transform: none; line-height: 26px; text-indent: 0px; letter-spacing: normal; font-family: "Microsoft Yahei", Arial, "Material Icons Extended", stonefont, iknow-qb_share_icons, review-iconfont, mui-act-font, fontAwesome, tm-detail-font, office365icons, MWF-MDL2, global-iconfont, Bowtie, myfont, sans-serif; font-size: 14px; font-style: normal; font-weight: 400; word-spacing: 0px; white-space: normal; orphans: 2; widows: 2; background-color: rgb﹙255, 255, 255﹚; font-variant-ligatures: normal; font-variant-caps: normal; -webkit-text-stroke-width: 0px; text-decoration-style: initial; text-decoration-color: initial;'>随着互联网的发展,越来越多的数据产生,而能够有效分析这些数据并将他们应用于商业的人才却极其短缺,在这种趋势下,有不少学校开始开设 BA 专业,都是社会企业用人需求所产生的结果。其根本就是: 大数据 以前企业用 Excel 、 Word 做财务、市场、运营的分析就可以了,现在出现了大量新的数据可以帮助企业了解消费者、提升运营水平。<br style='font-family: "Microsoft Yahei", Arial, "Material Icons Extended", stonefont, iknow-qb_share_icons, review-iconfont, mui-act-font, fontAwesome, tm-detail-font, office365icons, MWF-MDL2, global-iconfont, Bowtie, myfont, sans-serif !important;' data-filtered="filtered"></p><p style='margin: 0px 0px 12px; padding: 0px; text-align: justify; color: rgb﹙51, 51, 51﹚; text-transform: none; line-height: 26px; text-indent: 0px; letter-spacing: normal; font-family: "Microsoft Yahei", Arial, "Material Icons Extended", stonefont, iknow-qb_share_icons, review-iconfont, mui-act-font, fontAwesome, tm-detail-font, office365icons, MWF-MDL2, global-iconfont, Bowtie, myfont, sans-serif; font-size: 14px; font-style: normal; font-weight: 400; word-spacing: 0px; white-space: normal; orphans: 2; widows: 2; background-color: rgb﹙255, 255, 255﹚; font-variant-ligatures: normal; font-variant-caps: normal; -webkit-text-stroke-width: 0px; text-decoration-style: initial; text-decoration-color: initial;'>传统统计专业的学生,对分析实验结果很在行,对商业和市场却一窍不通 。另外, 传统的 business analysis 和学统计的同学,面对储存数据的系统、逐渐流行的分析数据的开源软件,也就是计算机方面的东西,明显知识储备不足。但找学计算机的码农来做数据分析,他们对商业和统计知识基本一无所知。 也就是说,分析企业中的数据,也就是 Business Analytics 这个领域,是 Business 、Statistics和 Computer Science 三个领域知识的结合 。传统的 Business Analysis 、 Statistician 和码农如果能够合体,才能成为适合新时代的 Business Analytics 人员。于是企业要求学校,特别是商学院,开设这样的专业,培养对 Business 、统计和计算机都有所掌握的人员,于是 Business Analytics 孕育而生。<br style='font-family: "Microsoft Yahei", Arial, "Material Icons Extended", stonefont, iknow-qb_share_icons, review-iconfont, mui-act-font, fontAwesome, tm-detail-font, office365icons, MWF-MDL2, global-iconfont, Bowtie, myfont, sans-serif !important;' data-filtered="filtered"></p><p style='margin: 0px 0px 12px; padding: 0px; text-align: justify; color: rgb﹙51, 51, 51﹚; text-transform: none; line-height: 26px; text-indent: 0px; letter-spacing: normal; font-family: "Microsoft Yahei", Arial, "Material Icons Extended", stonefont, iknow-qb_share_icons, review-iconfont, mui-act-font, fontAwesome, tm-detail-font, office365icons, MWF-MDL2, global-iconfont, Bowtie, myfont, sans-serif; font-size: 14px; font-style: normal; font-weight: 400; word-spacing: 0px; white-space: normal; orphans: 2; widows: 2; background-color: rgb﹙255, 255, 255﹚; font-variant-ligatures: normal; font-variant-caps: normal; -webkit-text-stroke-width: 0px; text-decoration-style: initial; text-decoration-color: initial;'>Business跟商科课程是一致的,主要是 Marketing 和 Finance 的课程。<br style='font-family: "Microsoft Yahei", Arial, "Material Icons Extended", stonefont, iknow-qb_share_icons, review-iconfont, mui-act-font, fontAwesome, tm-detail-font, office365icons, MWF-MDL2, global-iconfont, Bowtie, myfont, sans-serif !important;' data-filtered="filtered">Statistics传统的统计,主要是学习对实验结果做显著性检验。 以前商业中大量招聘统计专业同学的是市场调研机构:一队消费者看了广告,一队消费者没看广告,谁对品牌认知度高?有没有显著性区别?另外,统计讲究抽样,消费者太多没办法一一访问,于是抽样,于是就要看抽样的合理性。现代企业中的数据分析,可以说和这些传统的统计方法,有了很大的改变。 business analytics 的统计知识,主要是学习如何建立和评估多变量的统计模型,最典型的例子就是回归分析模型。 回归分析在传统的统计中,可能只是重要的一块而已,而在 Business Analytic 的教育中的统计部分,几乎是全部。除了回归分析(包括逻辑回归),其他 business analytics 中要学的统计知识差不多也就是相关系数、时间序列之类,也都是小头。传统统计中的显著性检验、抽样方法,business analytics 基本不教。<br style='font-family: "Microsoft Yahei", Arial, "Material Icons Extended", stonefont, iknow-qb_share_icons, review-iconfont, mui-act-font, fontAwesome, tm-detail-font, office365icons, MWF-MDL2, global-iconfont, Bowtie, myfont, sans-serif !important;' data-filtered="filtered"></p><p style='margin: 0px 0px 12px; padding: 0px; text-align: justify; color: rgb﹙51, 51, 51﹚; text-transform: none; line-height: 26px; text-indent: 0px; letter-spacing: normal; font-family: "Microsoft Yahei", Arial, "Material Icons Extended", stonefont, iknow-qb_share_icons, review-iconfont, mui-act-font, fontAwesome, tm-detail-font, office365icons, MWF-MDL2, global-iconfont, Bowtie, myfont, sans-serif; font-size: 14px; font-style: normal; font-weight: 400; word-spacing: 0px; white-space: normal; orphans: 2; widows: 2; background-color: rgb﹙255, 255, 255﹚; font-variant-ligatures: normal; font-variant-caps: normal; -webkit-text-stroke-width: 0px; text-decoration-style: initial; text-decoration-color: initial;'>计算机体系庞大,但 business analytics 只用学其中可能是最简单:<br style='font-family: "Microsoft Yahei", Arial, "Material Icons Extended", stonefont, iknow-qb_share_icons, review-iconfont, mui-act-font, fontAwesome, tm-detail-font, office365icons, MWF-MDL2, global-iconfont, Bowtie, myfont, sans-serif !important;' data-filtered="filtered">第一就是数据库和 SQL ,因为企业里面数据都是储存在系统里面的。 你要分析数据,首先要知道怎么把数据按照你要的方式提取出来。这就是用 SQL 写代码提取数据。学校一般不会花很多时间去教你,但是这个是学、做 analytics 的基础的基础。<br style='font-family: "Microsoft Yahei", Arial, "Material Icons Extended", stonefont, iknow-qb_share_icons, review-iconfont, mui-act-font, fontAwesome, tm-detail-font, office365icons, MWF-MDL2, global-iconfont, Bowtie, myfont, sans-serif !important;' data-filtered="filtered">第二就是学习怎么在统计软件中进行编程。 以前提到分析数据,国内最熟悉的是 SPSS ,像 Excel 一样妥妥拽拽就行了。但其实美国根本就没人用。现在分析数据的流行工具,必须通过写代码的方式进行操作,最典型的工具就是 R 和 Python 。这里的编程,其实是统计编程,和真正编网站的 C 语言、 Java 是很不一样的,也容易的多,但是仍是类似的编程思维。<br style='font-family: "Microsoft Yahei", Arial, "Material Icons Extended", stonefont, iknow-qb_share_icons, review-iconfont, mui-act-font, fontAwesome, tm-detail-font, office365icons, MWF-MDL2, global-iconfont, Bowtie, myfont, sans-serif !important;' data-filtered="filtered">第三要学的计算机知识就是现在最流行的机器学习,机器学习基本上是代替和补充前面所说的回归分析等统计模型方法。 做的事情几乎是一样的,就是建模,但做的方法是计算机的。不过很多原则其实和统计的回归分析是一样的,也都是用 R 或者 Python 的代码来实现,实现起来,不会比回归分析难太多。</p><p style='margin: 0px 0px 12px; padding: 0px; text-align: justify; color: rgb﹙51, 51, 51﹚; text-transform: none; line-height: 26px; text-indent: 0px; letter-spacing: normal; font-family: "Microsoft Yahei", Arial, "Material Icons Extended", stonefont, iknow-qb_share_icons, review-iconfont, mui-act-font, fontAwesome, tm-detail-font, office365icons, MWF-MDL2, global-iconfont, Bowtie, myfont, sans-serif; font-size: 14px; font-style: normal; font-weight: 400; word-spacing: 0px; white-space: normal; orphans: 2; widows: 2; background-color: rgb﹙255, 255, 255﹚; font-variant-ligatures: normal; font-variant-caps: normal; -webkit-text-stroke-width: 0px; text-decoration-style: initial; text-decoration-color: initial;'><strong><br></strong></p><p style='margin: 0px 0px 12px; padding: 0px; text-align: justify; color: rgb﹙51, 51, 51﹚; text-transform: none; line-height: 26px; text-indent: 0px; letter-spacing: normal; font-family: "Microsoft Yahei", Arial, "Material Icons Extended", stonefont, iknow-qb_share_icons, review-iconfont, mui-act-font, fontAwesome, tm-detail-font, office365icons, MWF-MDL2, global-iconfont, Bowtie, myfont, sans-serif; font-size: 14px; font-style: normal; font-weight: 400; word-spacing: 0px; white-space: normal; orphans: 2; widows: 2; background-color: rgb﹙255, 255, 255﹚; font-variant-ligatures: normal; font-variant-caps: normal; -webkit-text-stroke-width: 0px; text-decoration-style: initial; text-decoration-color: initial;'><strong>申请要求</strong><br style='font-family: "Microsoft Yahei", Arial, "Material Icons Extended", stonefont, iknow-qb_share_icons, review-iconfont, mui-act-font, fontAwesome, tm-detail-font, office365icons, MWF-MDL2, global-iconfont, Bowtie, myfont, sans-serif !important;' data-filtered="filtered">MSBA 专业的学生将学习 应用统计学、应用数学、计算机、优化选择、客户行为学、风险管理、运筹学和决策理论等课程 。因此,这个专业对于申请者的 数学 和 计算机背景 要求较高,以德州奥斯丁大学商业分析专业招收的学生为例,原来为工程系的学生占 37% ,原来为商科的学生和数学系的学生各占 17% ,有 15% 的人原来是就读于经济学,另外 12% 分别来自于同样对数学背景要求很高的心理学或社会学等专业。<br style='font-family: "Microsoft Yahei", Arial, "Material Icons Extended", stonefont, iknow-qb_share_icons, review-iconfont, mui-act-font, fontAwesome, tm-detail-font, office365icons, MWF-MDL2, global-iconfont, Bowtie, myfont, sans-serif !important;' data-filtered="filtered">除了一些硬性申请条件, BA 还注重申请者在 数理分析、编程能力等方面的软性实力 。而这些软实习,则需要从申请者的教育经历、研究经历、实习经历、活动经历等多方面去体现。例如罗彻斯特大学就是一所非常注重申请者软性实力的大学,在硬件条件不够突出的情况下,如果能有出色的实习、工作、研究等经历,也是能够获得这所知名商学院的青睐的。对于准备时间还很充分的申请者,强烈建议提早进行申请规划以便做背景提升:例如,通过在线学习平台( Coursera, edX )弥补先修课程的不足;通过自学或校内选修课提高计算机软件技能;寻找与数据分析相关的研究、实习等。而对于即将要申请的学生,则要学会从过往经历中提炼出最具价值的素材以匹配学校的要求。<br style='font-family: "Microsoft Yahei", Arial, "Material Icons Extended", stonefont, iknow-qb_share_icons, review-iconfont, mui-act-font, fontAwesome, tm-detail-font, office365icons, MWF-MDL2, global-iconfont, Bowtie, myfont, sans-serif !important;' data-filtered="filtered"></p><p style='margin: 0px 0px 12px; padding: 0px; text-align: justify; color: rgb﹙51, 51, 51﹚; text-transform: none; line-height: 26px; text-indent: 0px; letter-spacing: normal; font-family: "Microsoft Yahei", Arial, "Material Icons Extended", stonefont, iknow-qb_share_icons, review-iconfont, mui-act-font, fontAwesome, tm-detail-font, office365icons, MWF-MDL2, global-iconfont, Bowtie, myfont, sans-serif; font-size: 14px; font-style: normal; font-weight: 400; word-spacing: 0px; white-space: normal; orphans: 2; widows: 2; background-color: rgb﹙255, 255, 255﹚; font-variant-ligatures: normal; font-variant-caps: normal; -webkit-text-stroke-width: 0px; text-decoration-style: initial; text-decoration-color: initial;'><br></p><p style='margin: 0px 0px 12px; padding: 0px; text-align: justify; color: rgb﹙51, 51, 51﹚; text-transform: none; line-height: 26px; text-indent: 0px; letter-spacing: normal; font-family: "Microsoft Yahei", Arial, "Material Icons Extended", stonefont, iknow-qb_share_icons, review-iconfont, mui-act-font, fontAwesome, tm-detail-font, office365icons, MWF-MDL2, global-iconfont, Bowtie, myfont, sans-serif; font-size: 14px; font-style: normal; font-weight: 400; word-spacing: 0px; white-space: normal; orphans: 2; widows: 2; background-color: rgb﹙255, 255, 255﹚; font-variant-ligatures: normal; font-variant-caps: normal; -webkit-text-stroke-width: 0px; text-decoration-style: initial; text-decoration-color: initial;'>目前开设 BA 专业的学校很多比较有名的学校有西北大学、卡耐基梅隆、康奈尔、南加州、北卡教堂山、罗切斯特、迈阿密、德州奥斯丁等。 大部分学校的 BA 专业开设在商学院下面 ,少数学校开设在其他学院,比如西北大学和康奈尔大学开设在工程学院,卡耐基梅隆开设在 信息管理学院 ,北卡教堂山开设在 统计与运筹系 。要特别注意这样的项目是否可以接受 GMAT 成绩,比如康奈尔就不接受 GMAT 。</p><p style='margin: 0px 0px 12px; padding: 0px; text-align: justify; color: rgb﹙51, 51, 51﹚; text-transform: none; line-height: 26px; text-indent: 0px; letter-spacing: normal; font-family: "Microsoft Yahei", Arial, "Material Icons Extended", stonefont, iknow-qb_share_icons, review-iconfont, mui-act-font, fontAwesome, tm-detail-font, office365icons, MWF-MDL2, global-iconfont, Bowtie, myfont, sans-serif; font-size: 14px; font-style: normal; font-weight: 400; word-spacing: 0px; white-space: normal; orphans: 2; widows: 2; background-color: rgb﹙255, 255, 255﹚; font-variant-ligatures: normal; font-variant-caps: normal; -webkit-text-stroke-width: 0px; text-decoration-style: initial; text-decoration-color: initial;'>BA 常用软件<br style='font-family: "Microsoft Yahei", Arial, "Material Icons Extended", stonefont, iknow-qb_share_icons, review-iconfont, mui-act-font, fontAwesome, tm-detail-font, office365icons, MWF-MDL2, global-iconfont, Bowtie, myfont, sans-serif !important;' data-filtered="filtered">数据抓取和清理: Python<br style='font-family: "Microsoft Yahei", Arial, "Material Icons Extended", stonefont, iknow-qb_share_icons, review-iconfont, mui-act-font, fontAwesome, tm-detail-font, office365icons, MWF-MDL2, global-iconfont, Bowtie, myfont, sans-serif !important;' data-filtered="filtered">数据存储和调用: MySQL Oracle NoSQL<br style='font-family: "Microsoft Yahei", Arial, "Material Icons Extended", stonefont, iknow-qb_share_icons, review-iconfont, mui-act-font, fontAwesome, tm-detail-font, office365icons, MWF-MDL2, global-iconfont, Bowtie, myfont, sans-serif !important;' data-filtered="filtered">统计建模和 Machine Learning : R SAS<br style='font-family: "Microsoft Yahei", Arial, "Material Icons Extended", stonefont, iknow-qb_share_icons, review-iconfont, mui-act-font, fontAwesome, tm-detail-font, office365icons, MWF-MDL2, global-iconfont, Bowtie, myfont, sans-serif !important;' data-filtered="filtered">数据可视化: R Tableeau<br style='font-family: "Microsoft Yahei", Arial, "Material Icons Extended", stonefont, iknow-qb_share_icons, review-iconfont, mui-act-font, fontAwesome, tm-detail-font, office365icons, MWF-MDL2, global-iconfont, Bowtie, myfont, sans-serif !important;' data-filtered="filtered">分布式计算: Spark Hadoop</p><p style='margin: 0px 0px 12px; padding: 0px; text-align: justify; color: rgb﹙51, 51, 51﹚; text-transform: none; line-height: 26px; text-indent: 0px; letter-spacing: normal; font-family: "Microsoft Yahei", Arial, "Material Icons Extended", stonefont, iknow-qb_share_icons, review-iconfont, mui-act-font, fontAwesome, tm-detail-font, office365icons, MWF-MDL2, global-iconfont, Bowtie, myfont, sans-serif; font-size: 14px; font-style: normal; font-weight: 400; word-spacing: 0px; white-space: normal; orphans: 2; widows: 2; background-color: rgb﹙255, 255, 255﹚; font-variant-ligatures: normal; font-variant-caps: normal; -webkit-text-stroke-width: 0px; text-decoration-style: initial; text-decoration-color: initial;'>近似专业区别<br style='font-family: "Microsoft Yahei", Arial, "Material Icons Extended", stonefont, iknow-qb_share_icons, review-iconfont, mui-act-font, fontAwesome, tm-detail-font, office365icons, MWF-MDL2, global-iconfont, Bowtie, myfont, sans-serif !important;' data-filtered="filtered">Business Analysis<br style='font-family: "Microsoft Yahei", Arial, "Material Icons Extended", stonefont, iknow-qb_share_icons, review-iconfont, mui-act-font, fontAwesome, tm-detail-font, office365icons, MWF-MDL2, global-iconfont, Bowtie, myfont, sans-serif !important;' data-filtered="filtered">Business Analysis 是以案例分析为主,数据分析为辅的传统商科,大多开设在商学院下,作为 MBA 的一个分支方向,主要是针对公司整个运营流程、业务开展方向的分析。<br style='font-family: "Microsoft Yahei", Arial, "Material Icons Extended", stonefont, iknow-qb_share_icons, review-iconfont, mui-act-font, fontAwesome, tm-detail-font, office365icons, MWF-MDL2, global-iconfont, Bowtie, myfont, sans-serif !important;' data-filtered="filtered"></p><p style='margin: 0px 0px 12px; padding: 0px; text-align: justify; color: rgb﹙51, 51, 51﹚; text-transform: none; line-height: 26px; text-indent: 0px; letter-spacing: normal; font-family: "Microsoft Yahei", Arial, "Material Icons Extended", stonefont, iknow-qb_share_icons, review-iconfont, mui-act-font, fontAwesome, tm-detail-font, office365icons, MWF-MDL2, global-iconfont, Bowtie, myfont, sans-serif; font-size: 14px; font-style: normal; font-weight: 400; word-spacing: 0px; white-space: normal; orphans: 2; widows: 2; background-color: rgb﹙255, 255, 255﹚; font-variant-ligatures: normal; font-variant-caps: normal; -webkit-text-stroke-width: 0px; text-decoration-style: initial; text-decoration-color: initial;'>Data Analytics<br style='font-family: "Microsoft Yahei", Arial, "Material Icons Extended", stonefont, iknow-qb_share_icons, review-iconfont, mui-act-font, fontAwesome, tm-detail-font, office365icons, MWF-MDL2, global-iconfont, Bowtie, myfont, sans-serif !important;' data-filtered="filtered">Data Analytics 和 BA 最为接近,只需掌握基本的数据提取、分析,用 Tableau/Excel 作图即可。区别在于, BA 作为 manager 和 analyst 之间的桥梁,更需要有一定的沟通能力和商业嗅觉。<br style='font-family: "Microsoft Yahei", Arial, "Material Icons Extended", stonefont, iknow-qb_share_icons, review-iconfont, mui-act-font, fontAwesome, tm-detail-font, office365icons, MWF-MDL2, global-iconfont, Bowtie, myfont, sans-serif !important;' data-filtered="filtered"></p><p style='margin: 0px 0px 12px; padding: 0px; text-align: justify; color: rgb﹙51, 51, 51﹚; text-transform: none; line-height: 26px; text-indent: 0px; letter-spacing: normal; font-family: "Microsoft Yahei", Arial, "Material Icons Extended", stonefont, iknow-qb_share_icons, review-iconfont, mui-act-font, fontAwesome, tm-detail-font, office365icons, MWF-MDL2, global-iconfont, Bowtie, myfont, sans-serif; font-size: 14px; font-style: normal; font-weight: 400; word-spacing: 0px; white-space: normal; orphans: 2; widows: 2; background-color: rgb﹙255, 255, 255﹚; font-variant-ligatures: normal; font-variant-caps: normal; -webkit-text-stroke-width: 0px; text-decoration-style: initial; text-decoration-color: initial;'>Management Information System<br style='font-family: "Microsoft Yahei", Arial, "Material Icons Extended", stonefont, iknow-qb_share_icons, review-iconfont, mui-act-font, fontAwesome, tm-detail-font, office365icons, MWF-MDL2, global-iconfont, Bowtie, myfont, sans-serif !important;' data-filtered="filtered">MIS 和 BA 有本质上的区别, MIS 关注的是整个计算机系统的架构,例如企业数据库的建立和维护。是利用计算机的基础设施和硬件来处理数据,而 BA 关注的是如何分析数据。<br style='font-family: "Microsoft Yahei", Arial, "Material Icons Extended", stonefont, iknow-qb_share_icons, review-iconfont, mui-act-font, fontAwesome, tm-detail-font, office365icons, MWF-MDL2, global-iconfont, Bowtie, myfont, sans-serif !important;' data-filtered="filtered"></p><p style='margin: 0px 0px 12px; padding: 0px; text-align: justify; color: rgb﹙51, 51, 51﹚; text-transform: none; line-height: 26px; text-indent: 0px; letter-spacing: normal; font-family: "Microsoft Yahei", Arial, "Material Icons Extended", stonefont, iknow-qb_share_icons, review-iconfont, mui-act-font, fontAwesome, tm-detail-font, office365icons, MWF-MDL2, global-iconfont, Bowtie, myfont, sans-serif; font-size: 14px; font-style: normal; font-weight: 400; word-spacing: 0px; white-space: normal; orphans: 2; widows: 2; background-color: rgb﹙255, 255, 255﹚; font-variant-ligatures: normal; font-variant-caps: normal; -webkit-text-stroke-width: 0px; text-decoration-style: initial; text-decoration-color: initial;'>Data Science<br style='font-family: "Microsoft Yahei", Arial, "Material Icons Extended", stonefont, iknow-qb_share_icons, review-iconfont, mui-act-font, fontAwesome, tm-detail-font, office365icons, MWF-MDL2, global-iconfont, Bowtie, myfont, sans-serif !important;' data-filtered="filtered">以高级建模为主,针对复杂问题来设计技术方案。经常开设在计算机学院或者工程学院下。一般会涉及较深入的计算机编程、统计模型,对学生技术要求更高。<br style='font-family: "Microsoft Yahei", Arial, "Material Icons Extended", stonefont, iknow-qb_share_icons, review-iconfont, mui-act-font, fontAwesome, tm-detail-font, office365icons, MWF-MDL2, global-iconfont, Bowtie, myfont, sans-serif !important;' data-filtered="filtered"></p><p style='margin: 0px 0px 12px; padding: 0px; text-align: justify; color: rgb﹙51, 51, 51﹚; text-transform: none; line-height: 26px; text-indent: 0px; letter-spacing: normal; font-family: "Microsoft Yahei", Arial, "Material Icons Extended", stonefont, iknow-qb_share_icons, review-iconfont, mui-act-font, fontAwesome, tm-detail-font, office365icons, MWF-MDL2, global-iconfont, Bowtie, myfont, sans-serif; font-size: 14px; font-style: normal; font-weight: 400; word-spacing: 0px; white-space: normal; orphans: 2; widows: 2; background-color: rgb﹙255, 255, 255﹚; font-variant-ligatures: normal; font-variant-caps: normal; -webkit-text-stroke-width: 0px; text-decoration-style: initial; text-decoration-color: initial;'><br></p><p style='margin: 0px 0px 12px; padding: 0px; text-align: justify; color: rgb﹙51, 51, 51﹚; text-transform: none; line-height: 26px; text-indent: 0px; letter-spacing: normal; font-family: "Microsoft Yahei", Arial, "Material Icons Extended", stonefont, iknow-qb_share_icons, review-iconfont, mui-act-font, fontAwesome, tm-detail-font, office365icons, MWF-MDL2, global-iconfont, Bowtie, myfont, sans-serif; font-size: 14px; font-style: normal; font-weight: 400; word-spacing: 0px; white-space: normal; orphans: 2; widows: 2; background-color: rgb﹙255, 255, 255﹚; font-variant-ligatures: normal; font-variant-caps: normal; -webkit-text-stroke-width: 0px; text-decoration-style: initial; text-decoration-color: initial;'>就业前景<br style='font-family: "Microsoft Yahei", Arial, "Material Icons Extended", stonefont, iknow-qb_share_icons, review-iconfont, mui-act-font, fontAwesome, tm-detail-font, office365icons, MWF-MDL2, global-iconfont, Bowtie, myfont, sans-serif !important;' data-filtered="filtered">商业分析的就业方向主要有在跨国公司,外资商社,中外合资企业等各类涉外商务机构或者外经贸部门中担任商务管理,项目管理分析,商业分析师,系统分析员等职位。<br style='font-family: "Microsoft Yahei", Arial, "Material Icons Extended", stonefont, iknow-qb_share_icons, review-iconfont, mui-act-font, fontAwesome, tm-detail-font, office365icons, MWF-MDL2, global-iconfont, Bowtie, myfont, sans-serif !important;' data-filtered="filtered">值得注目的是,许多美国院校的 MS in Business Analytics 是属于 STEM ( Science, Technology, Engineering and Math )专业,如德州奥斯丁大学,本特利大学,康涅狄格大学等。 STEM 专业的留学生毕业后可获得 29 个月的 OPT ( Optional Practical Training ,毕业后的实习期),而一般的商科专业只有 12 个月的 OPT 。这无疑为将来有志于留美工作的学生提供了更多获取工作签证的机会。如果打算申请商科方向,又觉得 12 个月的 OPT 时间太短的同学们可以考虑一下申请商业分析这个专业。</p><p style='margin: 0px 0px 12px; padding: 0px; text-align: justify; color: rgb﹙51, 51, 51﹚; text-transform: none; line-height: 26px; text-indent: 0px; letter-spacing: normal; font-family: "Microsoft Yahei", Arial, "Material Icons Extended", stonefont, iknow-qb_share_icons, review-iconfont, mui-act-font, fontAwesome, tm-detail-font, office365icons, MWF-MDL2, global-iconfont, Bowtie, myfont, sans-serif; font-size: 14px; font-style: normal; font-weight: 400; word-spacing: 0px; white-space: normal; orphans: 2; widows: 2; background-color: rgb﹙255, 255, 255﹚; font-variant-ligatures: normal; font-variant-caps: normal; -webkit-text-stroke-width: 0px; text-decoration-style: initial; text-decoration-color: initial;'><br></p><p style='margin: 0px 0px 12px; padding: 0px; text-align: justify; color: rgb﹙51, 51, 51﹚; text-transform: none; line-height: 26px; text-indent: 0px; letter-spacing: normal; font-family: "Microsoft Yahei", Arial, "Material Icons Extended", stonefont, iknow-qb_share_icons, review-iconfont, mui-act-font, fontAwesome, tm-detail-font, office365icons, MWF-MDL2, global-iconfont, Bowtie, myfont, sans-serif; font-size: 14px; font-style: normal; font-weight: 400; word-spacing: 0px; white-space: normal; orphans: 2; widows: 2; background-color: rgb﹙255, 255, 255﹚; font-variant-ligatures: normal; font-variant-caps: normal; -webkit-text-stroke-width: 0px; text-decoration-style: initial; text-decoration-color: initial;'>如果您想了解更多留学资讯,欢迎咨询!<br></p><p><br></p><p><br></p>
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