Machine Learning Scientist, Senior

Microsoft Search Advertising has a two-fold mission:
1. Enable Advertisers to reach their audience and boost their business with the BingAds suite of advanced and intelligent Ad solutions.
2. For a Search User, provide a better ad experience.
The Bing Ads Applied Research team is hiring extremely talented, highly motivated individuals with expertise in the areas of analytics, statistics, machine learning, and large scale approximate algorithms. The team develops and applies advanced techniques to turn our petabytes of data into insights and to drive actions based on those insights. The team works closely with teams across BingAds and Bing search to enable rigorous, effective, and data-driven decision making. At the core of our team’s mission is using data to understand users and advertisers.

Some of the challenges we face with respect to users are:

1. Understanding user intent: query reformulations, large-scale NLP applied to queries
2. Information retrieval based Ad selection systems
3. Click / Conversion prediction and reserve Pricing
4. Relevance and Revenue optimization

Some of the challenges we face with respect to advertisers are:

1. Extracting Keywords from Landing pages
2. Bid keywords, Negative keyword Recommendation
3. Cost-Per-Click / Cost-Per-Action Optimization
4. Identifying Spam and Malware advertisers through ad description, landing page etc.
5. Information extraction from landing pages and advertisers websites for richer ad formats

At Bing Ads, we will offer you a strong team, exciting challenges, and a fun place to work. The work environment empowers you to have a real impact on millions of end users. This is also a unique opportunity to work with world-class researchers and developers. Join us and be at the forefront of search and advertising technology!

Job Responsibilities:
Apply data mining, statistics, and machine learning to measure and understand the search user experience and feature engagement.
Generate actionable insights for improving search systems and increasing user satisfaction.
Take high-level questions and analyze data to find answers to those questions.
Research and develop solutions for high-quality models (e.g. response prediction).
Analysis and design of large-scale (both number and size) experiments.
Act as an expert in the area of data mining, machine learning, statistics, and analytics.
Develop high-quality code.

Company:

Microsoft

Qualifications:

Advanced degree (MS, PhD) in data mining, statistics, machine learning, mathematics, or related field (or the equivalent combination of education and experience).
Extensive knowledge and experience in one or more of the following areas: statistics, web mining, machine learning, information retrieval, information extraction, user modeling, databases.
Strong ability to apply your statistics, mathematical, and algorithmic expertise to solve real-world problems.
Experience in analyzing very large real-world datasets.
Programming skills and experience (e.g. C / C++ / C# / Map-Reduce).
Superior communication skills, both verbal and written.

Educational level:

Master Degree

How to apply:

Please mention NLP People as a source when applying.

Apply Here

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