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3 Weeks ago

Data Scientist

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Information Technology
Full-Time
KPMG

Overview

Experience: 7+ years

Overview: We are looking for a seasoned Data Scientist with expertise in Machine Learning and NLP/GenAI to join our dynamic team. This is an exciting opportunity to work on challenging data science projects and make a significant impact on our client outcome.

Key Responsibilities:

  • Develop and implement advanced machine learning models and GenAI based solutions in client projects
  • 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 a solid understanding of NLP starting from transformers to the new generation LLMs
  • Develop and maintain documentation for models, processes, and code to ensure reproducibility and knowledge sharing.
  • Mentor juniors and other team members and drive client project success
  • 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 used them in client engagements
  • Hands-on experience with Retriever Augmented Generations , Agentic Frameworks either in POC or client engagements
  • 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.
  • Hands on code version control , docker based model deployment knowledge fundamentals
  • Comfortable with at-least one cloud provider between Azure, GCP or AWS
  • Ability to work independently, manage multiple projects, and meet tight deadlines in a fast-paced environment.
  • Ability to pickup new technology as it comes
  • 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.

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