AI ML Data Scientist

Tata Consultancy Services Limited
Cary, United States of America
3 days ago

Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Working hours
Regular working hours
Languages
English
Experience level
Senior
Compensation
$ 120K

Job location

Cary, United States of America

Tech stack

Artificial Neural Networks
JIRA
Azure
Big Data
Decision Tree Learning
Cloud Computing
Cluster Analysis
Databases
Fraud Prevention and Detection
R
Hadoop
Python
Machine Learning
Project Management Software
Microsoft Project
Microsoft Visio
Team Foundation Server
NoSQL
NumPy
Open Database Connectivity
Oracle Applications
SAS (Software)
SQL Databases
Tableau
Virtualization Technology
Web Application Frameworks
Apache Yarn
Flask
Random Forest
Spark
Deep Learning
Pandas
Matplotlib
PySpark
Scikit Learn
Information Technology
Optimization Algorithms
XGBoost
Kafka
Data Management
Artificial Intelligence Markup Language (AIML)
K Means
Recurrent Neural Networks
Docker

Requirements

Do you have experience in ggplot2?, Do you have a Bachelor's degree?, 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., Qualifications : BACHELOR OF COMPUTER SCIENCE

Benefits & conditions

(part of Tata group) 3.93.9 out of 5 stars Cary, NC $100,000 - $120,000 a year

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