What are the responsibilities and job description for the Machine Learning Operations Engineer position at Simbe Robotics Inc?
A company is looking for a Machine Learning Operations Engineer to support machine learning infrastructure and model optimization.Key ResponsibilitiesMaintain and manage software configuration of on-premises machine learning hardware for optimal performanceSet up and maintain cloud-based training environments on Google Cloud Platform for model experimentationAutomate training workflows to improve efficiency and develop automated accuracy assessments for model performance evaluationRequired QualificationsProven experience with Linux server maintenance in on-premises and cloud environmentsProficient in scripting with Bash and Python for system and model managementHands-on experience with neural network training and data pre-processing pipelinesFamiliar with data and model parallelism strategies to enhance training speedKnowledgeable in neural network model conversion and optimization for diverse hardware deployment
