美国一对父母最近几周持续收到Target(美国一家大型零售商)关于孕妇和婴儿产品的广告,甚是不解,后来才发现自己的小女儿竟然早孕了!而自己完全不知情!
原来Target的analytics team一直在通过分析消费者行为的变化来做出判断,并为顾客推荐相同性质或互补的产品,以此提升销量。
比如超市发现你过去三周一直在买同一款牛奶,通过数据可以预测你下周还会购买,就会在付款时送你一张买四送一的优惠券,以此让你成为它的loyal customer。
看,data science的应用是不是很酷炫?
那么,成为一个Data Scientist
需要具备什么技能呢?
1、Data Hacking
熟练掌握SQL、programming(e.g.Python for parsing/scraping data) 和Hadoop/parallel processing。
2、Problem Solving
理解用户真正想要的结果是什么,转化定义出一个可以用数据解决的问题,选择正确的分析工具,量化分析和解决问题。
3、Communication
数据科学家会跟公司不同部门的人打交道,所以你需要学会区分什么是问题本质,什么是技术细节,也就是说,用对方听得懂的话说话。
那么,Data Scientist的薪资待遇究竟如何呢?
根据Glassdoor的数据,Data Scientist的年薪达到$118,700,高居排行榜榜首!
这么高薪的职位,现在有哪些职位可以申请呢?
Infinity独家整理了一些刚刚放出的Data Science相关职位,快看看有没有你的dream company!
01
KPMG Data Scientists
Job position: Data Scientists / Data Engineers / Data Analysts
Applications close: 16 Mar 2018
Location:Melbourne, Sydney
Worktype:permanent full time
Categories: Analytics, Information & Modelling
扫码申请:
02
Victoria Government Principal Analyst
Job position: Principal Analyst
Closing date:22 Feb 2018
Location:Melbourne CBD
Worktype:Fixed term - full time (util 04/12/2018)
Salary Range: $115,136 - $154,076
About You: Data analysis and reporting, Systems thinking, Organizational Awareness
扫码申请:
03
Quantium Graduate Program
Job position: Analysts Stream, Software Engineers Stream
Applications close: Closing in a month
Location:Canberra, Sydney, Brisbane, Melbourne
Worktype:2x9 month rotations within the 18 month Graduate Academy
Required Workrights:
Australian Citizen, Australian Skilled Migration Visa (485), New Zealand Citizen, Australian Permanent Resident, Australian Working Visa
扫码申请:
04
PwC Data & Analytics Senior Associate
Job position: Data & Analytics Senior Associate
Location:Melbourne
Worktype:permanent full time
Requirements:2 – 4 years of work experience working in a data or analytics focused role;A degree in a quantitative discipline
扫码申请:
05
Servian Data Analysts
one of Australia's leading technology professional services firm.
Job position: Data Analysts & Data Engineer
Worktype:Permanent
Location:Melbourne,Sydney
About You:Skills in Data Warehousing & Business Intelligence;A desire to learn emerging technologies in Data and Analytics;
扫码申请:
06
ResponSight Data Scientist
ResponSight is a Melbourne-based startup taking a novel approach to the cyber security and risk challenges faced by large organisations.
Job position: Data Scientist
Location:Melbourne
About You: Experience with SQL, A track record of using machine learning (Python or R)
To apply: send resume to [email protected]
看到这么多职位是不是很心动?
想着手申请啦?
可是担心自己没有相关经验,不懂面试技巧?
想得到Data Science的大神们一对一指导吗?
Jason Chen
Jason导师拥有丰富的IT和银行经验,前DBS(新加坡星展银行)企业银行部Global Transaction Services副总裁。Jason导师在ANZ任职期间,曾在澳洲,新加坡,中国参与多个跨国IT项目,包括Regional Internet Banking Program (项目
预算$210M). Jason导师目前在奥克兰大学攻读PHD, 主修 machine learning 和 data modelling。
Alex Ji
Alex导师目前任职于Vocus Communications的Data Scientist Team Leader。在莫那什大学有超过三年的Sessional Lecturer的工作经验。并在Mathematical Modeling,Big Data Analysis和Machine Learning领域有非常丰富的工作经验。
Kai Zhu
现任职于ANZ Data Scientist。2017年Data Science Melbourne Datathon Top 5 winner。曾拿到ANZ data science的两个offer,并在IBM中国拥有多年工作经验。Kai导师还是墨尔本data science/machine learning/Python/R的meetup groups的active member。
想与资深职业导师一对一面谈吗?
加小编
预约15分钟免费职业咨询吧~
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