Recruiter at Pylon Management Consultancy
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Data Scientist - Big4 (5-10 yrs)
Programming Skills - Hands on experience of statistical programming languages like R, Python, and database query languages like SQL, Hive, Pig is desirable. Familiarity with Scala, Java, or C++ is an added advantage.
Statistics - Good applied statistical skills, including knowledge of statistical tests, distributions, regression, maximum likelihood estimators, etc. Proficiency in statistics is essential for data-driven companies.
Machine Learning - Hands on experience of machine learning methods and model development using k-Nearest Neighbors, Naive Bayes, SVM, Decision Forests.
Strong Math Skills (Multivariable Calculus and Linear Algebra) - understanding the fundamentals of Multivariable Calculus and Linear Algebra is important as they form the basis of a lot of predictive performance or algorithm optimization techniques.
Data Wrangling - proficiency in handling imperfections in data is an important aspect of a data scientist job description.
Experience with Data Visualization Tools like matplotlib, ggplot, d3.js., Tableau that help to visually encode data
Excellent Communication Skills - it is incredibly important to describe findings to a technical and non-technical audience.
Strong Software Engineering Background
Hands-on experience with data science tools
Analytical mind and great business sense
Degree in Computer Science, Engineering or relevant field is preferred
Proven Experience as Data Analyst or Data Scientist
1) we need a Data Science Modeller (will be good if the person has experience in banking domain), relevant experience in modelling should be between 5-8 years.
2) Modelling experience to include propensity/churn modelling using classification techniques like decision tree,logistic regression, random forest and boosting models, segmentation using algorithms like kmeans/kproto etc, cross sell/upsell models, recommendation techniques etc..
3) Apart from this we are expecting the person to have excellent communication skills and experience in stakeholder management.
Years of Experience 5-10yrs
Notice period 30 days or less