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Data Scientist III, Reach Analytics and Science
Bangalore
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Full Time
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Job Description

The Data Scientist will be a technical player in a team working to build custom science solutions to drive new customers, engage existing customers and drive marketing efficiencies by leveraging approaches that optimize Amazon’s systems using cutting edge quantitative techniques.

The right candidate needs to be fluid in:
- Data warehousing and EMR (Hive, Pig, R, Python).
- Feature extraction, feature engineering and feature selection.
- Machine learning, causal inference, statistical algorithms and recommenders.
- Model evaluation, validation and deployment.
- Experimental design and testing.

BASIC QUALIFICATIONS
- 4+ years of data scientist or similar role involving data extraction, analysis, statistical modeling and communication experience
- 7+ years of data querying languages (e.g. SQL), scripting languages (e.g. Python) or statistical/mathematical software (e.g. R, SAS, Matlab, etc.) experience
- Experience with statistical models e.g. multinomial logistic regression

PREFERRED QUALIFICATIONS
- Experience processing, filtering, and presenting large quantities (100K to Millions of rows) of data
- Experience with statistical analysis, data modeling, machine learning, optimizations, regression modeling and forecasting, time series analysis, data mining, and demand modeling
- Experience applying various machine learning techniques, and understanding the key parameters that affect their performance
- Excellent written and verbal communication skills. Strong ability to interact, communicate, present, and influence within multiple levels of the organization.
- Experience in an operational environment developing, fast-prototyping, piloting and launching analytic products
- Experience in writing academic-styled papers for presenting both the methodologies used and results for data science projects.
- Ability to develop experimental and analytic plans for data modeling processes, use of strong baselines, ability to accurately understand cause and effect relations
- Experience in creating data driven visualizations to describe an end-to-end system
- Excellent written and verbal communication skills. The role requires effective communication with colleagues from computer science, operations research and business backgrounds.
- Ability to work on a diverse team or with a diverse range of coworkers

Skills Required for this Role
Python
Hive
Machine Learning
Statistical Experience
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