Data Scientist

2 weeks ago


Gurgaon District Haryana, India S&P Global Full time

**Business segment**: NRS-RC-CPM

**The Role**: Data Scientist

**What’s in it for you**:
Build a career with a global company
Grow and improve your skills by working on enterprise-level products and new technologies.
Passion for quality assurance and attention to detail
Strong desire to learn new technologies, methods & tools
Proven analytical and problem-solving abilities
Ability to work both independently and as a member of a team.

**Duties & accountabilities**:
- Design & Develop AI/ML solutions for business problems using Natural Language Processing (NLP) and Computer Vision (CV) techniques such as named entity recognition (NER), Text Classification, Image Classification and Object detection etc.
Ownership of the complete model development lifecycle from building the model to deploying it in production including pipeline building, training & evaluation of the models.
Ownership of maintenance and support issues as they come up during the project lifecycle pre and post go-live. Provide technical assistance to other teams - support, QA, business analysis.
Ability to work with remote teams in a geographically distributed development model.
Collaborate and share technical and business knowledge to all stakeholders
Communicate effectively with business stakeholders.

**Education and Experience**:
- B Tech./ M Tech / MCA degree in an IT/ Computer Science or related course is a prerequisite
2+ years of data science experience is required.

**Technical Skills**:
- Strong computer science fundamentals including Algorithms, Data Structures
Hands on skills on using Python, Pandas, NumPy, Jupyter, scikit-learn, XGBoost
Solid understanding of predictive modelling including linear and non-Linear regression, logistic regression, random forest, Ensemble learning, classification, clustering, supervised learning, unsupervised learning, dimensionality reduction, and time series forecasting models.
Experience using text-embeddings, deep neural networks, CNN, LSTM, Attention
In depth understanding of transfer learning, hyper-parameter tuning and distributed training
Experience working with deep learning libraries like TensorFlow/Pytorch and HuggingFace.
Hands-on with advance NLP techniques including Transformers, BERT etc
Experience working with structured(tables) and unstructured (text, image) data
Practical experience with development and deployment on AWS infrastructure
Ability to learn new technologies quickly in a rapidly changing AI landscape.

**Add-ons**:
Experience using Large Language Models (LLM) like GPT
Experience using Large Language Models (LLM) like GPT
Experience using AWS Services like API Gateway, AWS Lambda, AWS CloudWatch, ECS, ECR, SQS, SNS
Working knowledge of development tools like Git/GitLab, Terraform
Familiarity with product management tool like JIRA

**Grade/Level**: 9

**The Location**: Gurgaon

**About Company Statement**:
S&P Global delivers essential intelligence that powers decision making. We provide the world’s leading organizations with the right data, connected technologies and expertise they need to move ahead. As part of our team, you’ll help solve complex challenges that equip businesses, governments, and individuals with the knowledge to adapt to a changing economic landscape.
S&P Global Market Intelligence partners with customers to broaden their perspective and operate with confidence by bringing them leading data sources and technologies that embed insight in their daily work.
S&P Global Ratings offers critical insights for credit, risk and sustainable finance solutions that are essential to translating complexity into clarity, so market participants can uncover opportunities.
S&P Global Commodity Insights enables organizations to create long-term, sustainable value with data and insights for a complete view on the global energy and commodities markets.
S&P Global Mobility turns invaluable insights captured from automotive data to help our clients understand today’s market, reach more customers, and shape the future of automotive mobility.
S&P Dow Jones Indices provides iconic and innovative index solutions, bringing transparency to global capital markets.
S&P Global Engineering Solutions solves tomorrow’s challenges today by transforming workflows and end-user experiences with data, insights & technology.
------------------------------------------------------
- Equal Opportunity Employer
------------------------------------------------------- 20 - Professional (EEO-2 Job Categories-United States of America), IFTECH202.1 - Middle Professional Tier I (EEO Job Group), SWP Priority - Ratings - (Strategic Workforce Planning)

**Job ID**: 282462

**Posted On**: 2023-03-31

**Location**: Gurgaon, Haryana, India


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