Job Location: Mumbai (All Areas)
Roles and Responsibilities
- Collaborate with product management and engineering departments to understand company needs and devise possible solutions
- Mine and analyze data to drive optimization and improvement of SaaS products
- Develop custom data models and algorithms
- Develop processes and tools to monitor and analyze model performance and data accuracy
- Assess the effectiveness and accuracy of new data sources and data-gathering techniques
- Coordinate with different functional teams to implement models and monitor outcomes
Desired Candidate Profile
- Experience using statistical computer languages such as Python.
- Experience in statistical and data mining techniques, including generalized linear model/regression, random forest, boosting, trees, text mining, social network analysis
- Experience working with and creating data architectures
- Knowledge of machine learning techniques such as clustering, decision tree learning, and artificial neural networks
- Knowledge of advanced statistical techniques and concepts, including regression, properties of distributions, and statistical tests
- 3-5 years of experience manipulating data sets and building statistical models
- Experience using web services: Redshift, S3, Spark, DigitalOcean, etc.
- Experience analyzing data from third-party providers, including Google Analytics, Site Catalyst, Coremetrics, AdWords, Crimson Hexagon, Facebook Insights, etc.
- Experience with distributed data/computing tools: Map/Reduce, Hadoop, Hive, Spark, Gurobi, MySQL, etc.
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