Convey Tech Labs India Pvt Ltd
Urgent Requirement Looking for Resource on “Data Scientist (Machine learning)” @ Hyderabad location for our client
Job Type: Full Time
Job Location: Hyderabad
Exp. Required: 3 – 15 Yrs
Notice Period: Immediate – 30 Days
Job Description:
Data Scientist – DOE Experiment & Statistics Focus
Three key Functions:
Experiment Design: Work closely with Marketing, Sales, Support and Finance to frame business problem and formulate hypothetical insights and work through the life cycle of delivering these insights towards production
Experiment Development: Drive design of experiments; develop hypothesis tests, support test execution and result evaluation to facilitate testing of new support features, with focus on improving customer engagement, adoption, retention and conversion
Modelling prototyping: Prototype statistical analysis and modelling algorithms and apply these algorithms for data driven solutions to problems in new domains.
Qualifications:
In-depth knowledge in machine learning and data mining techniques and algorithms, specializing in one or more of the following areas: predictive modelling, forecasting, and survival analysis. (3+ Years Experience)
Proficiency in Regression, Classification, Clustering, Random Forest., Data preparation (outlier treatment, missing value imputations etc.), Feature engineering (polynomial, log and other functional transformations) Feature selection, Time series, Text Mining & Model interpretation through Decision Trees, Linear Models (3+ Years Experience)
Extensive experience with experiment design and multivariate tests (3+ Years Experience)
Proficiency in R and/or Python and experience in using different Statistics/ML libraries available (3+ Years)
Hands-on in SQL and experienced in working with RDBMS for data extraction and data read/write. Understanding of Data Warehouse fundamentals (2+ Years)
Proven mastery of analysis, development of models, and model evaluation
