About the Job
The Role:
Moody’s RMS Geospatial team is working on Vision Information Transformer and Large Scale Generative AI models to detect the features from remotely sensed datasets. The aim of this state-of-art AI/ML technology is to process gigabytes of satellite/aerial data to identify defined objects and patterns in a short span of time. Geospatial team is currently seeking a skilled intern who is passionate about AI/ML and willing to contribute as well as learn from AI projects. The research prospects include but are not limited to damage severity detection from wind-induced hazards’ post-event images, denoising and image enhancement for better object detection, high-rise cluster detection, and change detection. Candidate during the internship will work with experienced professionals and explore cutting-edge AI technologies and algorithms in the remote sensing domain.
Required Technical Skills and Educational Background
- Pursuing post-graduation (Masters/PhD) in Geoinformatics, Remote Sensing, Earth Sciences or Graduate in Civil Engineering, Computer Science, Environmental Science from an institute of good repute
- Strong mathematical concepts in machine learning, computer vision, and numerical techniques
- Knowledge of CNN based AI-architectures
- Good understanding in remote sensing technology including classification, segmentation, change detection, decorrelation algorithms for identifying the classes/objects in hyper/multi – spectral satellite/ aerial images.
- Strong Python programming skills and hands on exposure to
- Machine Learning Libraries- Scikit-Learn, Scikit-Image, Tensorflow, Keras, GluonCV and PyTorch
- Image processing and Geospatial Libraries – OpenCV, GDAL, Geopandas and RasterIO
- Knowledge of ESRI GIS software products and hands on exposure to open- source platform such as QGIS, GRASS etc.
- Familiarity with Google Earth Engine would be a plus.
The Department / Team:
The Model Development group focuses on developing industry leading stochastic catastrophe models for the quantification and management of catastrophe risk. From regional based earthquake and hurricane models to terrorism risk models, the industry, and our 400+ clients recognize RMS as the largest developer of catastrophe models in the risk market. RMS continues to drive industry innovation with the enhancement and expansion of our leading models. The Geospatial team of Model Development group is responsible for developing various geospatial layers/ products/ models required for catastrophe models.
Posted: 4/26/2024
Job Reference #: 4352
Experience Level: Early Career
Categories:
- Graduate & Interns
Location(s):
- Elixir Business Park, Plot 15A, 5th – 8th Floor, Noida, Uttar Pradesh, 201301, IN
About the Company
Moody’s has highly skilled analysts, rich data, robust tools supported by groundbreaking technologies, and a view of the future informed by more than 115 years of expertise. We help customers accelerate value creation in this Era of Exponential Risk in 4 ways including:
- Ratings – We strive to be the global rating agency of choice for debt issuers and investors
- Research & Insights – Premier fixed income research business
- Data & Information – A data business powered by one of the world’s largest database on companies (450M and growing) and credit
- Decision Solutions – Three cloud-based SaaS-businesses serving mission-critical Banking, Insurance and KYC workflows
Our brand evolution
We’re updating the look and feel of our brand to better reflect the business we have become, and to express the ambition we have to become the leading source of relevant insights on exponential risk. Our new verbal and visual identity reflects our refreshed go-to-market strategy, reframing Moody’s as a category of one and unlocking the opportunity this offers. We will now have one strong overarching corporate brand, which we aim to leverage and build equity into as much as possible.
Moody’s Investors Service will now go to market as Moody’s Ratings
Our credit rating agency is our heritage and the business we are best known for in global markets. Moody’s Local will remain as the name for our domestic credit rating business in Latin America.
Moody’s Analytics will now go to market as Moody’s
Moody’s provides data, intelligence and analytical tools to help business and financial leaders make confident decisions. Our reimagined brand heralds the start of a new chapter for Moody’s. However, the values that have been the bedrock of our legacy and success remain the same. Our commitment to our customers’ evolving needs remains at the heart of who we are and what we do. Embedded in this commitment is quality of innovation, insightful analysis and industry-leading expertise that underpin our work. This is our new vision: a brand that positions us for the new Era of Exponential Risk we live in. We look forward to you joining us on the journey ahead.