The ideal candidate will:
- Apply machine learning techniques on our unique data to come with innovative products and features that will redefine real-estate on web
- Extract and analyze our web usage data to help us decide what features click with the users.
- Design experiments and success metrics to test out new product ideas
- Do ground-breaking work in optimizing logistics of our huge operations team with data-driven optimization algorithms
- Analyze user behavior and develop User Recommendation Systems; come up with new ideas and technologies to wow our users
- Work with product managers and designers to build amazing consumer facing data driven products
- Be responsible to drive our data and technology blogs
- Design and build tools for our Analytics teams
Requirements:
- Strong background in Machine Learning, Statistics or Information Retrieval
- Fluency with at least in scripting language such as Python
- Familiarity with relational databases and SQL
- Endless ideas about how to leverage unique data set
- Critical thinking: ability to track down complex data and engineering issues, evaluate different algorithmic approaches, and analyze data to solve problems
- Creativity: you can conceive of new data driven products, features, and technologies
- Results: you prioritize, focusing on ideas and features that will have significant, measurable impact
- Planning & estimation: ability to set and meet your own project objectives & milestones
- Ability to coordinate effectively with team members in engineering, design, and product
- Strong computer science fundamentals
Plus:
- Experience with data analysis & visualization using libraries and tools like R, SciPy, Scikit-learn
- Familiarity with web frameworks like Django a definite plus
- Some experience working with large datasets and NoSQL solutions like Hadoop, MongoDB
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