Expedia We are looking for a Data Scientists to join our growing 20 strong team. This position focuses on the measurement and optimization of advertising expenditure, so it is a good fit for those with a background in operations research, economics and marketing science, however we will consider applicants from any technical background. This role will work closely with our marketing team to drive traffic to our massive e-commerce marketplace. The statistical learning algorithms you develop will affect tens of millions of dollars of advertising each year.
What You’ll Do: Understand media mix modeling, data driven attribution supporting TV, SEM, Podcast, Display, Social. Understand how programmatic marketing advertising works. Optimize advertising based on user feedback from online ads. Build machine learning-based segmentation/cohort models. Develop novel marketing relevant testing strategies with bayesian modeling skills. Stay at the state of the art in advertising measurement by attending at the top conferences. Day-to-Day Responsibilities Include:
You will work on larger programs/initiatives encompassing several projects that have a company-wide impact. Apply elite machine learning techniques to solve the business problem at hand. Produce novel insights with machine learning to inform company strategy. Assist others with data discovery and data preparation phase. Help build the core feedback loops to optimize advertising expenditure. Work end-to-end on studio projects that you conceive, develop and land as a winner in the company. Who You Are: Experience in the Data Science and analytics fields. Experience in Experience with programming languages such as R, Python, or Scala Experience in processing and analyzing large scale data volumes, semi- structured and unstructured data and near real-time throughput. Experience applying the right ML model to tackle business problems. Ability and passion to learn new techniques to stay on the cutting edge. Experience working in Hadoop ecosystem. Strong database knowledge and expertise in SQL. Good storytelling i.e be able to present the business side of the story that data presents to c-team and business leaders. Required Skills And Qualifications:
BS or MS in Computer Science or equivalent experience (MS or PhD preferred) You should have 5 years of professional software development experience Ability to mentor junior engineers Good foundation of Agile principles and practices Excellent interpersonal skills with ability to work well across multiple departments An analytical problem solver that is passionate about delivering a high quality user experience Benefits
我们组（Marketing）招一名Data Scientist
Title: Senior Data Scientist
Location: HomeAway Headquarter 11920 Altera Pkwy, Austin, TX 78758
福利：
1. 15 PTO 10 sick days
2. 18 weeks 100% pay 产假 （男女都一样）
3. 免费snack, soda, juice, coffee, tea, fruit, egg, cheese, milk, nuts ....
4. 每周五免费早餐
5. Casual dress code
6. 可以work from home （只要不是长期）
7. 股票 （performance based)
8. 这个职位可以每年出国参加marketing team outing 一周，公司cover 所有cost
9. cross nation team 合作
10. 组里culture 非常好
有兴趣的给我发简历 [email protected]
下面是公司网站的Job Description
Expedia
We are looking for a Data Scientists to join our growing 20 strong team.
This position focuses on the measurement and optimization of advertising
expenditure, so it is a good fit for those with a background in operations
research, economics and marketing science, however we will consider
applicants from any technical background. This role will work closely with
our marketing team to drive traffic to our massive e-commerce marketplace.
The statistical learning algorithms you develop will affect tens of millions of dollars of advertising each year.
What You’ll Do:
Understand media mix modeling, data driven attribution supporting TV, SEM,
Podcast, Display, Social.
Understand how programmatic marketing advertising works.
Optimize advertising based on user feedback from online ads.
Build machine learning-based segmentation/cohort models.
Develop novel marketing relevant testing strategies with bayesian modeling
skills.
Stay at the state of the art in advertising measurement by attending at the top conferences.
Day-to-Day Responsibilities Include:
You will work on larger programs/initiatives encompassing several projects
that have a company-wide impact.
Apply elite machine learning techniques to solve the business problem at
hand.
Produce novel insights with machine learning to inform company strategy.
Assist others with data discovery and data preparation phase.
Help build the core feedback loops to optimize advertising expenditure.
Work end-to-end on studio projects that you conceive, develop and land as a winner in the company.
Who You Are:
Experience in the Data Science and analytics fields.
Experience in Experience with programming languages such as R, Python, or
Scala
Experience in processing and analyzing large scale data volumes, semi-
structured and unstructured data and near real-time throughput.
Experience applying the right ML model to tackle business problems.
Ability and passion to learn new techniques to stay on the cutting edge.
Experience working in Hadoop ecosystem.
Strong database knowledge and expertise in SQL.
Good storytelling i.e be able to present the business side of the story that data presents to c-team and business leaders.
Required Skills And Qualifications:
BS or MS in Computer Science or equivalent experience (MS or PhD preferred)
You should have 5 years of professional software development experience
Ability to mentor junior engineers
Good foundation of Agile principles and practices
Excellent interpersonal skills with ability to work well across multiple
departments
An analytical problem solver that is passionate about delivering a high
quality user experience
Benefits