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Data Scientist

Bengaluru

3 - 6 years
Last active
Usually replies in 3 days
39
68% Matching
Data Science
Predictive Modeling
Machine Learning
Data Mining
Statistics
Information Retrieval
Logistic Regression
Tableau
Data Analytics
Artificial Neural Network
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Active
Usually replies in 3 days
39
Data Science
Predictive Modeling
Machine Learning
Data Mining
Statistics
Information Retrieval
Logistic Regression
Tableau
Data Analytics
Artificial Neural Network

  About opportunity

Company Overview

Bain & Company is one of the world’s best companies to work for (voted No. 1 on Glassdoor for 2017). Since our radical beginnings as a challenger of the status quo, our formula for success has been simple—create a high-impact, supportive culture where immensely talented people are encouraged to be brilliant at what they do.

We pride ourselves on hiring the best of the best – we look for people who want to do great things; the learning curve is steep, and the exposure is energizing. Our global offices share a diverse, informal environment where you’ll feel at home, regardless of the city you’re in and you’ll work alongside some of the top people in their field.

Advanced Analytics Group Team

Our Advanced Analytics Group is a team of experts in data science, engineering, marketing science, operations research and primary research. You will work alongside Bain’s consulting teams to provide high quality results for our clients, some of the most successful and pioneering businesses in the world.

Responsibilities & Duties

  • Provide data science services to Bain case teams and clients worldwide. You will work with other data scientists and case teams to assess client demands and suggest data science methods that provide practical, value-added answers to the client and case teams.
  • Develop solutions that bring critical insights to wide scale of different problems such as targeting customers and segmenting markets, product design, marketing optimization, demand forecasting and brand valuation, profit and price analyses, and fraud detection.
  • Develop, prototype and test machine learning algorithms on data sets that can range from a few data points to billions.
  • Apply machine learning and statistical techniques including regression models, decision trees, random forests, gradient boosting, support vector machines, clustering and topic models.
  • Prepare various sources of data using data wrangling methods in Python, R and SQL, leveraging infrastructure including Cloud computing solutions and relational database enviroments
  • Keep abreast of new and current statistical methodologies, machine learning and data wrangling techniques.

Qualifications

  • 5+ years’ experience (3+ years with relevant post graduate professional education e.g. MBA) with data science in a professional services firm environment
  • A Bachelor’s Degree in Computer Science, Artificial Intelligence, Applied Mathematics, Econometrics, Statistics, Physics or related field is required
  • Strong foundation in Mathematics
  • Proficiency in SQL is required
  • Proficiency with data wrangling, visualization and modeling in either R or Python is required
  • Proficiency with VBA, Javascript and/or Alteryx is a plus
  • Examples of domain expertise in which we are interested is: predictive modeling, churn analysis, time series forecasting, computer vision, text mining, recommender systems, market basket analysis, segmentation, graph analytics, natural language processing and text analytics
  • Experience with dashboard and reporting tools such as Tableau and Qlik
  • Experience with Git and modern software development workflow is a plus
  • Strong interpersonal and communication skills are pre-requisite for this role
  • Ability to explain and discuss mathematical and machine learning technicalities to a business audience.
  • Must thrive in a fast paced environment
  • Travel required
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Data Scientist

Bain and Company   •   Bengaluru