Bain & Company Inc Advanced Analytics Specialist in Berlin, Germany
Advanced Analytics Group
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.
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.
What we look for
A Master’s Degree or Ph.D. in in a quantitative discipline such as Statistics, Mathematics, Engineering, Computer Science, Econometrics, Business Analytics, or Market Research. Previous work experience in a related field is a plus.
Strong foundation in Mathematics
Proficiency in SQL is required
Proficiency with data wrangling, visualization and modeling in either R or Python is required
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
External Job Title: Advanced Analytics Specialist
Post: External Career Portal: 5/14/2019
External Company Name: Bain & Company Inc
External Company URL: http://www.bain.com/bainweb/home.asp