Responsibilities:
1. Build computer vision end to end pipeline from image data preprocessing, data ingestion, data filtering to imaging model development, deployment, and monitoring
2. Stitching, georeferencing and analyzing UAV imagery to derive insights and phenotypic metrics
3. Sufficient knowledge about creating database schemas and methods to store data in cloud/AWS Sagemaker, model training and orchestration in AWS
4. Adept in defining APIs for user interface and model deployment
5. Communicate results with the key stakeholders and improve pipelines based on feedback
6. Using advanced mathematical models, machine learning algorithms, operations research techniques, and strong business acumen to deliver insight, recommendations, and solutions UAV imagery.
7. Developing sustainable, consumable, accurate, and impactful code for model building and deployment.
8. Partner with a senior member of the data science team to turn data into critical information and knowledge that can be used to make sound organizational decisions.
Requirements:
1. Good Understanding of image processing, color spaces, machine learning, deep learning, and Convolutional Neural Networks
2. Understanding of imaging sensors and technology, and photogrammetry is a plus
3. Remote sensing and geospatial imagery analysis experience specifically UAVs, knowledge of any one tool like QGIS, ENVI, ArcGIS etc.
4. Experience using any of the image stitching tools like ODM, Agisoft etc.
5. Good understanding of any one of deep learning framework Pytorch, Tensorflow or MXNET and ability to build models from scratch
6. Knowledge of transfer learning and making ML models work with limited data
7. Good Understanding of machine learning pipeline in production (MLOPs)
8. Very good knowledge of Python
9. Version Control (Git)
Years of experience:
with a Bachelors degree: 5+
with a Masters degree: 2+
with a PhD: open to school only experience
Must haves for this role
Geospatial Analysis
UAV imagine processing
Machine Learning/AI imaging model experience
Computer vision and photogrammetry
Please Note :
www.bankofmontserrat.ms is the go-to platform for job seekers looking for the best job postings from around the web. With a focus on quality, the platform guarantees that all job postings are from reliable sources and are up-to-date. It also offers a variety of tools to help users find the perfect job for them, such as searching by location and filtering by industry. Furthermore, www.bankofmontserrat.ms provides helpful resources like resume tips and career advice to give job seekers an edge in their search. With its commitment to quality and user-friendliness, Site.com is the ideal place to find your next job.
1. Build computer vision end to end pipeline from image data preprocessing, data ingestion, data filtering to imaging model development, deployment, and monitoring
2. Stitching, georeferencing and analyzing UAV imagery to derive insights and phenotypic metrics
3. Sufficient knowledge about creating database schemas and methods to store data in cloud/AWS Sagemaker, model training and orchestration in AWS
4. Adept in defining APIs for user interface and model deployment
5. Communicate results with the key stakeholders and improve pipelines based on feedback
6. Using advanced mathematical models, machine learning algorithms, operations research techniques, and strong business acumen to deliver insight, recommendations, and solutions UAV imagery.
7. Developing sustainable, consumable, accurate, and impactful code for model building and deployment.
8. Partner with a senior member of the data science team to turn data into critical information and knowledge that can be used to make sound organizational decisions.
Requirements:
1. Good Understanding of image processing, color spaces, machine learning, deep learning, and Convolutional Neural Networks
2. Understanding of imaging sensors and technology, and photogrammetry is a plus
3. Remote sensing and geospatial imagery analysis experience specifically UAVs, knowledge of any one tool like QGIS, ENVI, ArcGIS etc.
4. Experience using any of the image stitching tools like ODM, Agisoft etc.
5. Good understanding of any one of deep learning framework Pytorch, Tensorflow or MXNET and ability to build models from scratch
6. Knowledge of transfer learning and making ML models work with limited data
7. Good Understanding of machine learning pipeline in production (MLOPs)
8. Very good knowledge of Python
9. Version Control (Git)
Years of experience:
with a Bachelors degree: 5+
with a Masters degree: 2+
with a PhD: open to school only experience
Must haves for this role
Geospatial Analysis
UAV imagine processing
Machine Learning/AI imaging model experience
Computer vision and photogrammetry
Please Note :
www.bankofmontserrat.ms is the go-to platform for job seekers looking for the best job postings from around the web. With a focus on quality, the platform guarantees that all job postings are from reliable sources and are up-to-date. It also offers a variety of tools to help users find the perfect job for them, such as searching by location and filtering by industry. Furthermore, www.bankofmontserrat.ms provides helpful resources like resume tips and career advice to give job seekers an edge in their search. With its commitment to quality and user-friendliness, Site.com is the ideal place to find your next job.