Internship

Data Science Intern-NLP

LLM and GenAI

Posted on 1/15/2025

S&P Global

S&P Global

10,001+ employees

Provides financial information and analytics

Data & Analytics
Financial Services

Compensation Overview

$34.55 - $39.35Hourly

Toronto, ON, Canada

Category
Applied Machine Learning
Deep Learning
Natural Language Processing (NLP)
AI & Machine Learning
Data & Analytics
Required Skills
Python
Data Science
Java
Natural Language Processing (NLP)
Requirements
  • Working towards a Bachelors or Masters degree in a technical field of study in Engineering, Computer Science, Computer Engineering, Management Information Systems, or IT
  • Anticipated graduation date in Fall 2025 or Spring 2026
  • Strong data manipulation skills required including cleaning and handling data
  • Experience using Python, and Java
  • Willingness to work with unstructured, messy data
  • Excellent communication skills
Responsibilities
  • Design and develop custom ML, Gen AI, NLP, LLM Models for batch and stream processing-based AI ML pipelines
  • Work closely with the other data science team members to develop, validate, and maintain robust evaluation solutions and tools to evaluate model performance, accuracy, consistency, reliability, during development, UAT
  • Work closely with the MLOps team for the deployment of machine learning models into production environments, ensuring reliability and scalability
  • Write and Maintain comprehensive documentation of ML modeling processes and procedures for reference and knowledge sharing
  • Ensure that the models are designed and developed while adhering to specified standards, governance and best practices in ML model development as specified by senior Data Science and MLOps leads
  • Troubleshoot complex issues related to machine learning model development and data pipelines and develop innovative solutions.
Desired Qualifications
  • An aptitude to learn and adapt quickly in a rapidly changing environment
  • Intellectual curiosity and desire to learn new things, techniques, and technologies
  • The ability to build strong working relationships in a collaborative setting
  • Hands-on experience leveraging large sets of structured and unstructured data to develop data-driven tactical and strategic analytics and insights using ML, NLP, computer vision solutions
  • Demonstrated hands-on experience with Python, Hugging Face, TensorFlow, Keras, PyTorch, Spark or similar statistical tools. Expert in python programming
  • Hands-on experience developing natural language processing (NLP) models, ideally with transformer architectures
  • Knowledge of information search and retrieval at scale, using a range of solutions ranging from keyword search to semantic search using embeddings.

S&P Global provides financial information and analytics to a wide range of clients, including investors, corporations, and governments. The company offers services such as credit ratings, market intelligence, and indices, which help clients understand and navigate the global financial market. S&P Global's products work by utilizing advanced data analytics and research to deliver insights that assist clients in making informed decisions and managing risks. Unlike many competitors, S&P Global has a strong focus on corporate responsibility and diversity, aiming to create a positive impact on society and the environment. The company's goal is to empower clients to drive growth and manage risk effectively in an ever-changing financial landscape.

Company Stage

IPO

Total Funding

N/A

Headquarters

New York City, New York

Founded

1917

Simplify Jobs

Simplify's Take

What believers are saying

  • Acquisition of ProntoNLP boosts data analytics and sentiment scoring capabilities.
  • Rising demand for ESG data enhances S&P Global's market position.
  • Expansion into India strengthens S&P Global's research and insights offerings.

What critics are saying

  • Integration challenges with new acquisitions like ProntoNLP may cause operational issues.
  • Increased competition from AI-driven platforms like Brooklyn Investment Group.
  • Dependence on volatile credit ratings market could impact revenue stability.

What makes S&P Global unique

  • S&P Global integrates advanced AI tools for superior financial analytics capabilities.
  • The company offers comprehensive ESG solutions, meeting growing sustainability demands.
  • S&P Global's diverse divisions provide a wide range of financial services globally.

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Benefits

Health Insurance

Unlimited Paid Time Off

Professional Development Budget

401(k) Company Match

Family Planning Benefits

Employee Discounts