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Machine Learning and AI Software Engineer
2 months ago
As a vital contributor to our innovative team, you will engage in the design and ongoing enhancement of cutting-edge agricultural product solutions tailored for the Ag/Heavy Duty Off-Road machinery sector. The composition of our teams may vary, encompassing a diverse group of engineers, technologists, team leaders, and specialists from various domains including prototype development, testing, supply chain, marketing, and manufacturing.
KEY RESPONSIBILITIES:
As a collaborative team member, you will be involved in various project activities, which include but are not limited to:
- Creating software, models, and strategies for perception and sensory data within ML/AI initiatives
- Drafting requirements and producing technical documentation
- Engaging in code evaluations and managing code repositories across multiple projects utilizing Git version control
- Assisting in the formulation and execution of validation strategies (unit testing, HIL, SIL, DVT)
- Contributing to the development of risk assessments (DFMEA)
- Continuously expanding your knowledge of MacDon and competing products
- Performing additional tasks as assigned
QUALIFICATIONS:
Essential Qualifications:
- Graduation from a recognized Engineering or Technology program
- Proficiency in Python or C++ programming languages
- Understanding of machine learning methodologies and algorithms pertinent to image processing
- Experience in the machine learning development lifecycle, including data collection, cleansing, training, and deployment of ML models
- Familiarity with the CAN protocol J1939
Desirable Qualifications:
- A minimum of 2 years of experience in machine learning or relevant post-graduate research experience
- Some exposure to working with embedded controllers, including programming and interfacing with sensors and systems
- Knowledge of networking protocols and communication principles
- Experience with cloud computing platforms such as AWS or Azure
- Familiarity with model-based software design utilizing MATLAB/Simulink tools
- Interest in the automation and control of mechanical systems
- Understanding of agricultural machinery and farming practices