Responsibilities
- Identifying the key problem in the system and proposing a solution
- Selecting features, building and optimizing classifiers using machine learning techniques
- Data mining using state-of-the-art methods
- Identify third party data that can be used to enhance the information gained
- Processing, cleansing, and verifying the integrity of data used for analysis
Skills and Qualifications
- Design and construct highly scalable data management system
- Data mining
- Building software components and analytics applications
- Experience with common data science toolkits, such as R, Python, Octave, Java. Excellence in at least one of these.
- Great communication skills
- Proficiency in SQL is a must.
- Experience with NoSQL databases, such as MongoDB, Cassandra, HBase will be good to have.
- Good applied statistics skills, such as distributions, statistical testing, regression, etc.
- Data-oriented personality
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