Autonomy AI/MI Engineer

E-Z-GO
  • Augusta, GA
    4 days ago

    Job Description

    ''1543312'',''true'',''1543312'',''false'',''Submission for the position: Autonomy AI/MI Engineer - (Job Number: 344643)'',''false'',''1543312'',''false'',''true'',''Autonomy AI/MI Engineer'',''344643'',''344643'',''!*!

    Textron Specialized Vehicles Inc. is a leading global manufacturer of golf cars, utility and personal transportation vehicles, professional turf-care equipment, and ground support equipment. Textron Specialized Vehicles markets products under several different brands. Its vehicles are found in environments ranging from golf courses to factories, airports to planned communities, and theme parks to hunting preserves.

    Responsibilities:

    • Own the intelligence of the autonomous system, ensuring that robust perception models enable reliable detection and understanding of the environment.
    • Develop automated data curation, labeling, and data quality workflows.
    • Evaluate and develop vision-language and foundation-model-based autonomy capabilities.
    • Develop model monitoring and drift detection approaches for deployed autonomy systems.
    • Evaluate AI model performance for robustness, explain ability, uncertainty estimation, and safety-critical deployment.
    • Maintain training pipelines effectively leveraging both synthetic and real-world data.
    • Establish a continuous improvement loop (data -> train -> deploy).
    • Implement imitation learning (baseline driving) and RL-based policy optimization.

    '',''!*!

    Textron Specialized Vehicles Inc. is a leading global manufacturer of golf cars, utility and personal transportation vehicles, professional turf-care equipment, and ground support equipment. Textron Specialized Vehicles markets products under several different brands. Its vehicles are found in environments ranging from golf courses to factories, airports to planned communities, and theme parks to hunting preserves.

    Responsibilities:

    • Own the intelligence of the autonomous system, ensuring that robust perception models enable reliable detection and understanding of the environment.
    • Develop automated data curation, labeling, and data quality workflows.
    • Evaluate and develop vision-language and foundation-model-based autonomy capabilities.
    • Develop model monitoring and drift detection approaches for deployed autonomy systems.
    • Evaluate AI model performance for robustness, explain ability, uncertainty estimation, and safety-critical deployment.
    • Maintain training pipelines effectively leveraging both synthetic and real-world data.
    • Establish a continuous improvement loop (data -> train -> deploy).
    • Implement imitation learning (baseline driving) and RL-based policy optimization.

    '',''!*!

    • Education: Bachelor's degree in Software or Computer Engineer, Information Technology, or related field required.
    • Years of Experience: 2+ years of relevant experience required.
    • Software Knowledge: Python, PyTorch/TensorFlow, Linux development environments, version control systems (Git) required.

    Additional Requirements:

    • Required Skills: Strong experience in Python and ML frameworks (PyTorch / TensorFlow). Background in computer vision (object detection, segmentation). Experience working with real-world datasets and model training pipelines. Understanding of model evaluation metrics and performance analysis. Ability to iterate quickly on models using data-driven insights.
    • Preferred Skills: Reinforcement learning (PPO, DQN) and imitation learning. Synthetic data and simulation-based training. Sensor fusion (vision + LiDAR/radar). Deployment to edge platforms (TensorRT, NVIDIA stack). MLOps workflows and model lifecycle management.

    Travel Requirements:

    • 10-20% travel required to collect field data, evaluate perception performance, support data capture campaigns, and validate model performance in operational environments.
    • Valid driver's license required.

    Will consider remote work for this opportunity. Employees who are working in remote roles will work primarily offsite (from home).

    '',''!*!

    • Education: Bachelor's degree in Software or Computer Engineer, Information Technology, or related field required.
    • Years of Experience: 2+ years of relevant experience required.
    • Software Knowledge: Python, PyTorch/TensorFlow, Linux development environments, version control systems (Git) required.

    Additional Requirements:

    • Required Skills: Strong experience in Python and ML frameworks (PyTorch / TensorFlow). Background in computer vision (object detection, segmentation). Experience working with real-world datasets and model training pipelines. Understanding of model evaluation metrics and performance analysis. Ability to iterate quickly on models using data-driven insights.
    • Preferred Skills: Reinforcement learning (PPO, DQN) and imitation learning. Synthetic data and simulation-based training. Sensor fusion (vision + LiDAR/radar). Deployment to edge platforms (TensorRT, NVIDIA stack). MLOps workflows and model lifecycle management.

    Travel Requirements:

    • 10-20% travel required to collect field data, evaluate perception performance, support data capture campaigns, and validate model performance in operational environments.
    • Valid driver's license required.

    Will consider remote work for this opportunity. Employees who are working in remote roles will work primarily offsite (from home).

    '','''','''','''','''','''','''','''','''','''','''','''','''','''','''','''','''','''','''','''','''',''Textron is committed to providing Equal Opportunity in Employment, to all applicants and employees regardless of race, color, religion, age, national origin, military status, veteran status, disability, sex (including pregnancy and sexual orientation), genetic information or any other characteristic protected by law.'',''Textron is committed to providing Equal Opportunity in Employment, to all applicants and employees regardless of race, color, religion, age, national origin, military status, veteran status, disability, sex (including pregnancy and sexual orientation), genetic information or any other characteristic protected by law.'','''','''',''Textron Specialized Vehicles'',''Textron Specialized Vehicles'',''US-Georgia-Augusta'',''US-Georgia-Augusta'','''','''',''Engineering'',''Engineering'',''Full-time'',''Full-time'',''Individual Contributor'',''Individual Contributor'',''First Shift'',''First Shift'',''Yes, 20 % of the Time'',''Yes, 20 % of the Time'',''08/25/2026, 9:00:28 AM'',''08/25/2026, 9:00:28 AM'','''','''',''false'',''1543312'',''1543312'',''true'',''1543312'',''false'',''Submission for the position: Autonomy AI/MI Engineer - (Job Number: 344643)'',''false'',''1543312'',''false'',''true''

    Numbers & Facts

    LocationAugusta, GA

    Skills

    • Amusement Parksunmatched
    • Analysis Skillsunmatched
    • Artificial Intelligence (AI)unmatched
    • Automotive Manufacturingunmatched
    • Campaignsunmatched
    • Computer Engineeringunmatched
    • Computer Visionunmatched
    • Continuous Improvementunmatched
    • Data Analysisunmatched
    • Data Collectionunmatched
    • Data Modelingunmatched
    • Data Qualityunmatched
    • Driver's Licenseunmatched
    • Equal Employment Opportunity (EEO)unmatched
    • Geneticsunmatched
    • Gitunmatched
    • Huntingunmatched
    • Information Technology & Information Systemsunmatched
    • Light Detection and Ranging (LiDAR)\Laser Detection and Ranging (LADAR)unmatched
    • Linux Operating Systemunmatched
    • Militaryunmatched
    • Model Validationunmatched
    • Performance Analysisunmatched
    • Performance Metricsunmatched
    • Performance Modelingunmatched
    • Preferred Provider Organization (PPO)unmatched
    • Python Programming/Scripting Languageunmatched
    • Reinforcement Learningunmatched
    • Simulationunmatched
    • Software Engineeringunmatched
    • Source Code/Configuration Management (SCM)unmatched
    • Training Data Setsunmatched
    • Willing to Travelunmatched

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