Problem Description:
We are seeking a Data Scientist Intern to join our team. As a Data Scientist Intern, you will assist our data scientists/researchers with increasing the quality of their solutions by being involved in exploratory data analysis and automation of data creation/curation, specifically on crop cover classification datasets (rasters) across the world.
Roles and Responsibilities:
- Understand and document crop cover data annotation and dataset creation process
- Automate crop cover data annotation and dataset creation process(to the extent possible)
- Work with guide to build requirements and track progress in the tasks
What you will learn:
- Satellite Imagery and how it’s application in our different products
- Remote sensing and Geospatial fundamentals
- Tools/Libraries to manipulate geospatial data
- Second-hand knowledge of data-centric model building for geospatial applications
Who Can Apply:
- Enrolled in Master's or Bachelor's in Computer Science, Data Science, Remote Sensing, Geoinformatics, or other relevant fields.
Requirements:
- Proficiency in Python programming language
- Strong knowledge of statistical analysis and data modeling techniques
- Exposure to machine learning and neural networks
- Familiarity with data manipulation tools such as Pandas, PostgreSQL, etc
- Experience with data visualization tools such as Matplotlib, Plotly, hvplot, and Seaborn
- Good communication and interpersonal skills
- Ability to work independently and in a team environment
- Strong attention to detail and ability to meet deadlines
- Preferably well-versed with geospatial/remote sensing data.
- Good to have working knowledge of satellite imagery, remote sensing, raster datasets, and GIS vector datasets.
