Generac is seeking an AI/ML Engineer to develop advanced analytics and machine learning models for generator systems to drive predictive insights, optimize reliability, and support product innovation.
Requirements
Strong understanding of machine learning algorithms, model lifecycle, and deployment strategies
Proficient in MATLAB, Simulink, and toolboxes such as Deep Learning Toolbox, Control System Toolbox, and Statistics and Machine Learning Toolbox for algorithm development, simulation, and system modeling
Experience developing and deploying machine learning models using Python libraries (e.g., TensorFlow, PyTorch, scikit-learn)
Proficiency with MATLAB and Simulink for system modeling, simulation, and AI algorithm prototyping
Experience with MATLAB toolboxes including Deep Learning Toolbox, Control System Toolbox, and Statistics and Machine Learning Toolbox
Familiarity with data preprocessing, model evaluation, and performance tuning
Experience with cloud platforms (e.g., AWS, Azure, GCP) for deploying AI/ML solutions
Responsibilities
Design, train, and deploy AI/ML models to analyze and predict system performance and enhance control strategies in embedded and cloud systems
Utilize MATLAB, Simulink, and relevant toolboxes to develop, simulate, and validate AI algorithms and control system models for power generation applications
Integrate AI capabilities into existing software systems, leveraging both edge computing and server-based solutions
Contribute to system architecture design and participate in technical design reviews
Support project timelines and technical milestones
Mentor less experienced engineers in AI/ML best practices, MATLAB/Simulink modeling, and development tools
Provide occasional engineering field support, including limited travel to customer sites
Other
Collaborate with cross-functional teams to define AI use cases, data needs, and system integration approaches
Occasional travel to customer sites
While performing the duties of this job, the employee is regularly required to talk and hear; and use hands to manipulate objects or controls.
The employee is regularly required to stand and walk.
On occasion the incumbent may be required to stoop, bend or reach above the shoulders.
