Looking For Data Science Lead – 7+yrs Exp

from 7 to 12 year(s) of Experience
Bengaluru

Job Description

Responsibilities:

  • Person would be required to work individually or as part of a team on data science projects and work closely with business partners across the organization.
  • He/she would be developing statistical/machine learning models using various techniques (supervised, unsupervised, semi-supervised) and technologies including but not limited to R, Python, Spark, H2O, Aster etc.
  • Work closely with data engineers, BI and UI specialists and deliver top notch analytical solution for the bank.
  • Define business problem and translate it into analytical problem

Essential Qualifications:

  • BS degree or higher in a quantitative field such as applied math, statistics, engineering, physics, accounting, finance, economics, econometrics, computer sciences, or business/social and behavioral sciences with a quantitative emphasis
  • ~8 years of relevant experience
  • Excellent command over supervised, unsupervised and semi-supervised techniques including but not limited to Random Forest, GBM, Ridge-Lasso-ElasticNet, XGboost etc. Time-series techniques like Arima (and the family), Arch, Garch etc.
  • Experience with Deep-learning, Artificial intelligence techniques like ANN, CNN, DNN, RNN etc. and how to strategize deep-learning layer and activations.
  • Experience implementing machine learning algorithms such as support vector machines, decision trees, logistic regression, clustering, neural networks, graphical models etc.
  • Excellent understanding of model metrics including AUC, ROC, CAP-curve, F-statistics etc. with clear understanding of how model performance is tuned
  • Strong programing skills.
  • Expertise in analytic tools : R, Python, Scala, Java
  • Big Data skills – Aster, Hadoop, SPARK, H20 and various big data distributions like Hortonworks and MapR
  • NLP, Text mining, Image/Voice processing, digital analytics, deep learning, machine learning
  • Demonstrate excellent organization skills throughout the development of analytical solutions (data analysis documentation, hypothesis documentation, code management, etc.).
  • Data Engineering
    • Sql ,Teradata, Hadoop, Spark
  • Exploratory Data analysis
    • Provide exploratory data analysis using Python/R/SAS / SQL
    • Experience with Databases like oracle , Teradata, Sql server
    • Advance Excel skills
    • Data integration and clean up data for the usage
    • Experience with structured data and semi-structured text or Excel files
  • Business Intelligence
    • Tableau, Power BI, Shiny, Dash, HTML5
  • Business Analytics
    • Data mining and Insights
    • Trend Analysis , forecasting and pattern recognition
    • Find opportunities in the data and able to communicate to the partners
    • Consult with partners to define issues/information needs
    • Present findings to multiple levels of management
    • Ensure that analyses are delivered on time, while surpassing partner expectations
    • Ensure partner transparency throughout the life of the project
    • Proactively seek opportunities to increase the value of analysis
    • Strong oral and written communication and consultative ski

Desired Qualification:

  • Strong collaboration skills
  • Output deployment using appropriate technologies (HTML5, Shiny, Django)
  • Working expertise in Tensorflow, Keras or Pytorch would be added advantage
  • Ability to translate analytical data into useful business information
  • Critical thinking and strong problem solving skills
  • Ability to learn the business aspects quickly
  • Knowledge of banking industry and products in at least one of the LOB such as credit cards, mortgage, deposits, loans or wealth management etc.
  • Knowledge of functional area such as risk, marketing, operations or supply chain in banking industry.
  • Ability to multi-task and prioritize between projects

Ability to work independently and as part of a team Roles and Responsibilities


Desired Candidate Profile


Perks and Benefits


Salary: INR 20,00,000 - 35,00,000 PA.

Industry:Banking / Financial Services / Broking

Functional Area:Analytics & Business Intelligence

Keyskills

Desired Candidate Profile

Please refer to the Job description above

Education-

Doctorate:Ph.D - Any Specialization

Company Profile

Careernet Technologies Pvt Ltd

Confidential

View Contact Details+

Contact Company:Careernet Technologies Pvt Ltd