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Analyst, Data Science, Noida

4 months ago

uttar pradesh, India Esri India Full time
Organization and Background:
Esri Inc. with its headquarters in California is the global leader in GIS software. Our passion for improving quality of life through geography is at the heart of everything we do. Esri’s Geographic information system (GIS) technology inspires and enables governments, universities, and businesses worldwide to save money, lives, and our environment through a deeper understanding of the changing world around them.
Esri India, headquartered in Noida has a very strong team and a large customer base in India. We have seen phenomenal growth in our business and this trend is expected to continue. Esri India has multi-location teams and leverages on a variety of Channel Partners for sales and providing solutions. We strive to conduct business with global standards.
Esri India has been certified as a “Great Place to work” for 2021, 2022, and 2023. The company has also won the World Geospatial Industry Council’s award as No. 1 for DEI programs. The company currently employs about 600 people and has offices in Noida, New Delhi, Mumbai, Bengaluru, Hyderabad, Kolkata, and Panchkula.
Esri India offers several solutions on Cloud. Site Scan is its solution for Drone Data Processing which is hosted in India. The other offerings are to provide its technology on MeiTY approved Clouds with managed GIS services. Esri’s software comes with numerous AI/ML functions, integration of real-time data and the ability to create 3D models and digital twins with ease. Esri India also partners with third party organizations that provide satellite imagery and other geospatial content.
Esri India has a very strong position of leadership in the government sector with large customer base in both central and state government departments. National Mapping Organizations (e.g., Survey of India, Geological Survey of India, NIC, RGI), forest departments, water resources, land management, SDMAs, Dept. of Space, Regional Remote Sensing Application Centres, State IT and Planning departments etc. are our customers.
Role overview
This position will work closely with customer to understand their needs to develop models for India specific GeoAI use cases. The candidate will be responsible for conceptualizing and developing solutions using ESRI products. Additionally, the role demands representing the organization at conferences and forums, showcasing expertise and promoting ESRI solutions. The candidate should be capable of working independently, exhibiting strong problem-solving skills, and should have the ability to effectively communicate complex geospatial concepts to diverse audiences. The candidate will be required to do code / develop applications using Notebooks, Open-Source models, migrating them to ESRI platforms.
Location - Noida, Uttar Pradesh
Experience - 4 to 7 years
Roles & Responsibilities
Consult closely with customers to understand their needs.
Develop and pitch data science solutions by mapping business problems to machine learning or advanced analytics approaches.
Build high-quality analytics systems that solve our customers’ business problems using techniques from data mining, statistics and machine learning.
Write clean, collaborative and version-controlled code to process big data and streaming data from a variety of sources and types.
Perform feature engineering, model selection and hyperparameter optimization to yield high predictive accuracy and deploy the model to production in a cloud, on-premises or hybrid environment.
Implement best practices and patterns for geospatial machine learning and develop reusable technical components for demonstrations and rapid prototyping.
Keep up to date with the latest technology trends in machine and deep learning and incorporate them in project delivery.
Desired skillset
Demonstrate knowledge of ESRI technology and solutions
Knowledge and experience of ESRI products like ArcGIS Pro, ArcGIS Online, ArcGIS Enterprise, etc. (Good to have)
Good to have up to date with the latest technology trends, including Big Data Analytics, Predictive Analytics, AI/ML, IoT, Remote Sensing, 2D and 3D GIS.
Ability to comprehend and articulate customer business problems and challenges, and to conceptualize ArcGIS-based solutions to meet these requirements.
Experience in working with models such as YOLOv7 and above and integrating it with existing client’s GIS workflows.
Non-negotiable skills
Minimum 3+ years of practical machine learning experience preferably in RS or GIS domain
Should have experience in building and optimizing supervised and unsupervised machine learning models including deep learning and various other modern data science techniques
Should have fundamental understanding of mathematical and machine learning concepts such as calculus, back propagation, ReLU, Bayes’ theorem, Random Forests, time series analysis, etc
Should have experience in developing software collaboratively in Python using version control
Should have understanding of levels of Common Creative licenses
Should have ability to perform data extraction, transformation, loading from multiple sources and sinks
Should be self-motivated, life-long learner
Strong communication skills, including to non-technical audiences
Should have strong Python coding skills
Should be open to travel and ready to work at client side (India)