Data Science - Consultant

KPMG

5 - 7 yearsBengaluru, Karnataka, India, Bengaluru, Karnataka, India
2 years ago

About the Job

Key Responsibilities:


  • Develop and implement advanced machine learning models, particularly focused on time series forecasting.
  • Perform data preprocessing, feature engineering, and exploratory data analysis to extract meaningful insights from large datasets.
  • Evaluate model performance using appropriate metrics and refine models for improved accuracy and efficiency.
  • Should have extensive experience in developing time series models which was deployed or used at the client side.
  • Develop and maintain documentation for models, processes, and code to ensure reproducibility and knowledge sharing.
  • Communicate results and insights effectively to both technical and non-technical stakeholders.


Qualifications:

  • Bachelor’s or Master’s degree in Computer Science, Statistics, Mathematics, Data Science, Economics or a related field;
  • Strong programming skills in Python and SQL
  • In-depth knowledge of machine learning algorithms, statistical methods, and time series analysis techniques.
  • Hands-on experience with time series forecasting models such as ARIMA, SARIMA, Exponential Smoothing, Prophet, LSTM, and others.
  • Proficiency with data manipulation and visualization tools such as Pandas, NumPy, Matplotlib, and Seaborn.
  • Ability to work independently, manage multiple projects, and meet tight deadlines in a fast-paced environment.
  • Strong analytical and problem-solving skills with attention to detail.
  • Excellent communication skills, with the ability to explain complex analytical concepts to non-technical audiences.


Preferred Qualifications:

  • Experience with cloud platforms such as AWS, GCP, or Azure for deploying machine learning models.
  • Some experience in GenAI is preferred.


Location :Bengaluru, Karnataka, India, Bengaluru, Karnataka, India

About the Company

Overview

View Company Profile

Skills

PYTHONSQLMachine Learning AlgorithmsStatistical MethodsTime Series AnalysisSARIMAARIMAData ManipulationData visualization toolsPandasNumpyAwsGoogle Cloud Platform (GCP)GEN AI

Key Details

Experience:
5 - 7 years
Job Domain/Function:
Data Science
Job Type:
Work From Office
Employment Type:
Full Time
Number of position(s):
1
Educational qualifications:
Bachelor's Degree

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