Data Scientist

SavannaHR

1 - 6 Years   Gurgaon

Full TimeMachine learning

Job Description

Job description

We are looking for a candidate with strong analytical abilities and experience in statistical/machine learning modelling to synthesize and leverage data in EdTech domain. The objective is to work in quick iterations, using the statistical and machine learning techniques and algorithms best suited for solving the problems at hand.

Role and Responsibilities

Data mining using state-of-the-art methods

Processing, cleansing and verifying the integrity of data used for analysis

Extending company’s data with third party sources of information when needed

Selecting features, building and optimizing classifiers using machine learning techniques

Working on NLP, Bayesian Net and other machine learning algorithms to enhance product performance

Productionize models and integrate as features to specific products

Skills/competencies required

Must have an engineering degree from Tier -1 institutes preferably with coursework in operation research, statistics, machine learning or programming

experience in analytics domain

Strong understanding of at least 3 different machine learning models preferably NLP, Decision trees and Bayes Nets

Familiarity with significance testing, sampling, descriptive statistics, and multivariate statistics

Hands on experience in Python and comfortable with relational and non-relational databases

Understanding of Item Response Theory will be an added advantage
 

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