Data Mining, Research SDE
Join very strong and fun team, conducting development, analysis, and experiments, building very large scale data infrastructure, developing advanced and practical data mining and machine learning to get actionable insights from huge volumes of rich data.
Company: Microsoft Bing
Location: Bellevue, WA
Extracting accurate, insightful and actionable information from data is part art and part science and full of interesting puzzles and challenges. In the Bing Search team, we rely heavily on using the insights gained from data to guide feature development and provide value to our customers. We are fortunate to be able to work with huge volumes of rich data using one of the world’s largest data processing systems. This provides a fantastic environment for data miners and analysts to uncover substantial insights and translate them into actions that drive the product and ultimately have a big impact on the success of the business.
The Bing Data Mining Analysis team is composed of extremely talented and engaged individuals who are experts at extracting insights from data. The team members have a mixture of backgrounds including data mining, machine learning, statistics, applied math, and software development. If you are interested in turning data into actionable insights and have what it takes to work with this highly talented team on challenging analysis projects then please contact us:
Apply online (job title is Software Development Engineer II-BING).
Job Responsibilities include:
- Extract actionable insights from huge volumes of rich data using data mining, statistics, and database techniques. The goal is to measure/understand user experience, system performance, and business health in order to generate actionable insights that improve search systems and increase user satisfaction.
- Research and exploration in the areas of data mining, machine learning, search system live measurement and monitoring, bot/spam traffic identification and filtering, etc.
- Work with other teams in Bing Search and other online business units on identifying problems in different areas where data mining/machine learning/statistics can help. Explore and develop solutions to these problems. Act as an expert in the area of data mining/machine learning/statistics to serve the fast growing needs of Bing Search.
- Develop techniques/algorithms/measurement for the research and analysis work mentioned above.
- Outstanding analytical and problem solving skills.
- Superior communications skills, both verbal and written.
- Extensive knowledge and experience in at least one of the following areas: data mining, web mining, machine learning, statistics, business intelligence/customer intelligence, user modeling, information retrieval, databases, data warehousing, OLAP, data processing (ETL), e-metrics/measurement, parallel and distributed computation (two or more areas are preferred).
- Strong theory/algorithm background and very good understanding on how to apply advanced knowledge to solve real problems.
- Experience/knowledge with various data analysis tools, data mining tools, and statistical packages.
- Extensive data analysis/processing experience (minimum 3 years, preferred 5 years). Experience on web domain is a plus.
- Bachelor’s or Master’s degree in Computer Science or Statistics or a related field (PhD preferred).
Apply online (official job title is Software Development Engineer II-BING).