Data Scientist
vor 1 Tag
As an employee of KAYAK, you will be part of a global network that includes OpenTable and KAYAK's portfolio of metasearch brands including Swoodoo, checkfelix, momondo, Cheapflights, Mundi and HotelsCombined. Many employees are dedicated to one brand, but we all have the benefit of using each others strengths and insights. Together, we're able to help people experience the world through dining and travel.
**In this role, you will**:
"Love numbers" is one of KAYAK's core cultural values, and being the leading travel search engine worldwide means that we have a lot of numbers and data. Our Marketing Data Science team uses that data to better enable KAYAK to share our product with travelers around the globe
- we want to enable everyone to be confident in travel planning.
Our team's projects can draw from the following skills: assembling data sources from square one, parsing and cleaning data, mining for insights, building and improving models, designing and running experiments, presenting results and giving recommendations to customers outside our team, and driving business decisions or technical changes to our product.
A sample of projects that our team at large works on include:
- Building predictive models used by our in-house bidding platform
- Building bidding / budgeting algorithms, and running experiments to analyze its impact
- Building reporting solutions to monitor performance metrics across marketing channels.
- Forecasting business critical metrics, optimizing budget allocation across marketing channels
- Running experiments for impact and user journey analyses.
- On the cutting edge of marketing, we use NLP and image processing techniques to optimize ad creatives and landing pages.
- Masters or higher degree in statistics, data science, computer science, economics or any other quantitative field
- Experience with hypothesis testing, experimental design, sample size calculations, statistics and ability to draw conclusions giving sophisticated treatment to real-life data uncertainties
- Extensive experience with data manipulation, extraction using relational and/or NoSQL databases
- Ability to write scalable, maintainable code (we use Python) for drawing inference from data
- A storyteller's approach to analysis: not satisfied with only "what", but "why?", "how?", and "what next?"
- Desire to make business impact, loves problem solving and develops creative, tailored approaches
- Great communication skills
- capable of bridging business and technology
- 2+ years of industry experience in a related role
- Natural Language Processing / Natural Language Understanding experience is a plus
- Online advertising / E-commerce / marketing domain experience is a plus
**Benefits**:
- Vacation: you accrue 25 days a year
- One Celebration Day per calendar year
- Wedding days: 2 days off for your own wedding and 1 day for a relative´s and a Moving Day
- Work from (almost) anywhere; wherever you do your best work.
- 10 weeks of paid parental leave for fathers
- Social Committee: Join in and become involved in organizing/creating our fun office outings
- Pension Scheme
- Supplementary Accident Insurance
- Health insurance subsidy
- Lunch Check Card
**Diversity and Inclusion at KAYAK**:
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