S&P Global

Senior Data Scientist

Gurugram, Haryana, India

$60,000 – $90,000Compensation
Mid-level (3 to 4 years), Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Data Science, Artificial IntelligenceIndustries

Requirements

Candidates should possess 3+ years of professional experience in Data Science, demonstrating expertise in Python libraries such as NumPy, Pandas, Spacy, Scikit-learn, PyTorch/TensorFlow 2, and Hugging Face. They should have experience with state-of-the-art models for NLP, including sentence transformers, word embeddings, and similarity measures, along with strong skills in probabilistic machine learning for classification, regression, and clustering. Furthermore, candidates are expected to have experience in feature engineering, data preprocessing, and building machine learning models for large datasets, and familiarity with Information Retrieval, Web scraping, and Data Extraction at scale. Strong SQL skills and experience with Linux OS and Git are also required.

Responsibilities

The Senior Data Scientist will be responsible for designing, developing, and deploying ML-powered products and pipelines, playing a central role in all stages of the data science project lifecycle, including identifying project opportunities, partnering with stakeholders, evaluating results, and presenting findings to business leaders. They will also perform exploratory data analysis, build proof-of-concept models, benchmark models, and set up model validation experiments, train large models for both experimentation and production, develop production-ready pipelines for enterprise-scale projects, conduct code reviews and optimization, spearhead deployment and model scaling strategies, and manage stakeholder expectations. Additionally, the role involves leading and mentoring team members, contributing to software craftsmanship, and adhering to Agile principles.

Skills

Python
NumPy
Pandas
Spacy
Scikit-learn
PyTorch
TensorFlow 2
Hugging Face
NLP
Sentence Transformers
Word Embeddings
Similarity Measures
Probabilistic Machine Learning
Classification
Regression
Clustering
Feature Engineering
Data Preprocessing
SQL
Linux
Git
Information Retrieval
Web Scraping
Data Extraction

S&P Global

Provides financial information and analytics services

About S&P Global

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 diverse range of divisions, including S&P Global Ratings and S&P Dow Jones Indices, which allows it to cater to various financial needs. The company's goal is to support clients in driving growth while also committing to corporate responsibility and positive societal impact.

Key Metrics

New York City, New YorkHeadquarters
1917Year Founded
IPOCompany Stage
Data & Analytics, Financial ServicesIndustries
10,001+Employees

Benefits

Health Insurance
Unlimited Paid Time Off
Professional Development Budget
401(k) Company Match
Family Planning Benefits
Employee Discounts

Risks

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.

Differentiation

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.

Upsides

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.

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