Senior Python Developer (Onsite work)
W3Global
Date: 5 hours ago
City: Calgary, AB
Contract type: Contractor
Required Skillset (Need To Have)
iii. Take the output of above and publish to a reporting platform such as power
iv. Automating this process would also be a nice to have
- Python 3.x, OCR, scripting development, code repositories, data analysis
- Writing code
- Code Repository
- Loading/installing python modules
- Managing and/or working with python virtual environments
- Demonstrates the ability to write python code that organizes datasets, sorts, compares, etc.
- Experience and/or exposure to Data Science
- Computer vision ML
- Labeling/annotating images
- Training a model
- Running inference
- YOLO, preferably version 8 or higher
- Experience and/or exposure to OCI containers
- Podman, docker, etcs.
- Linux command line
- Windows Powershell scripting
- Power Automate or similar platform workflow automation exposure
- Power BI exposure
- Write python code to analyze a directory of cropped image files in .jpg format that contain Asset IDs, assess the OCR output leveraging rules to force identification of asset IDs with some of the following:
- For asset IDs, the first 4 characters will always be uppercase letters
- The last 6 characters will always be numbers.
- Graphic artifacts(unwanted obstructions) such as vertical locking posts of the container door will be interpreted as lower case L, or number one.
- have a rules that detects this and corrects the OCR list
- Write python code to compare OCR output to inventory list
- output would be in tabular format, .csv
- As an example, if a parking lot list at a yard has 150 assets, but OCR only detected 132(or vice versa), be able to determine gaps due to:
- real world change in assets at the yard
iii. Take the output of above and publish to a reporting platform such as power
iv. Automating this process would also be a nice to have
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