AI ML Data Scientist
Must Have Technical/Functional Skills
Machine Learning techniques
Unsupervised - K-means Clustering, PCA - Dimension Reduction, Kernel Density Estimations.
Supervised - Regression, Decision Trees, Random forest, XG Boost algorithm,
Time series - Exponential models, Holt-Winters, ETS, Hybrid,
ARIMA & GARCH.
Deep Learning
Neural Network, Recurrent Neural Networks,
Database
SQL, Advance SQL, Oracle, NoSQL
Data Science Languages
SAS, SAS Enterprise Miner, R Programming,
Python, Spark.
Statistical & Data Management Packages
Python - Pandas, Numpy, sklearn, PyOdbc
R- dplyr, car, caret, lubridate, zoo, Rminer, R-Odbc
Visualization
Tableau, Shiny,ggplot2, dygraphs, matplotlib, seaborn.
Big Data Technologies
Spark (Pyspark & SparkR),Hadoop,Yarn.
PM Tools
MS Project, MS Visio, TFS, JIRA
Cloud ,Web frameworks & Virtualization
Azure, Flask, Docker & Kubernets, Kafka
Roles & Responsibilities
-Data Scientist with 5-10+ years of result-oriented, hands-on professional experience with a successful record of accomplishments in Data Science & Analytics and Project management in Banking and Financial Services.
-Expertise in Predictive Modeling and Big Data Analytics, Statistical model development, Implementations & Optimization techniques
-Proficiency in implementing Machine learning techniques -Regression, Decision Tree Learning, Neural networks, Random Forest and XGBoost-in various business problems (AML, fraud detection, mortgage default, foreclosure, credit risk management, price prediction and optimization)
- Strong leadership and capacity to work as a team player, as well as excellent communication skills
- Some knowledge on various aspects of Retail and Wholesale Consumer banking and US Mortgage Banking.
Salary Range- $100,000-$120,000 a year
#LI-OJ1
Location
Cary, NC
Job Function
TECHNOLOGY
Role
Engineer
Job Id
413624
Desired Skills
Artificial Intelligence
Salary Range
$100,000-$120,000 a year
Desired Candidate Profile
Qualifications : BACHELOR OF COMPUTER SCIENCE