Data Scientist - Natural Language Processing
Data Scientist - Natural Language Processing
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Job Description
Overview
Esri is the world leader in geographic information systems (GIS) and developer of ArcGIS the leading mapping and analytics software used in 75 percent of Fortune 500 companies. At the Esri R&D CenterNew Delhi we are applying cuttingedge AI and deep learning techniques to revolutionize geospatial analysis and derive insight from imagery and location data. We arepassionate about applying data science and artificial intelligence to solve some of the worlds biggest challenges.
Our team develops tools APIs and AI models for geospatial analysts and data scientists enabling them to leverage the latest research in spatial data science AI and geospatial deep learning.
As a Data Scientist you will develop deep learning models using libraries such as PyTorch and create APIs and tools for training and deploying them on satellite imagery. If you are passionate about deep learning applied to remote sensing and GIS developing AI and deep learning models and love maps or geospatial datasets/imagery this is the place to be!
Responsibilities
- Develop tools APIs and pretrained models for geospatial AI
- Integrate ArcGIS with popular deep learning libraries such as PyTorch
- Finetune large language models (LLMs) for geospatial AI tasks and develop AI agents and assistants
- Develop APIs and model architectures for natural language processing and deep learning on unstructured text
- Author and maintain geospatial data science samples using ArcGIS and machine learning/deep learning libraries
- Curate and pre/postprocess data for deep learning models and transform it into geospatial information
- Perform comparative studies of various deep learning model architectures
Requirements
- 2 to 6 years of experience with Python in data science and deep learning
- Selflearner with coursework in and extensive knowledge of machine learning and deep learning
- Experience with Python machine learning and deep learning libraries such as PyTorch Scikitlearn NumPy Pandas
- Expertise in one or more of these areas:
- Experience with transformerbased models
- Large language models and experience building applications using them
- Experience of working on NLP based tasks such as recommender system summarization and more
- Experience in data visualization in Jupyter Notebooks using matplotlib and other libraries
- Experience with hyperparametertuning and training models to a high level of accuracy
- Bachelors in computer science engineering or related disciplines from IITs and other toptier engineering colleges
- Existing work authorization for India
Recommended Qualifications
- Familiarity with ArcGIS suite of products and concepts of GIS
- Familiarity and experience using langchain/AutoGPT/BabyAGI
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Employment Type
Full Time
