FieldAI is a company based in Irvine, California, specializing in embodied AI and robotics. They ... robust data annotation strategies and ensure high model performance and generalization.
FieldAI is a company based in Irvine, California, specializing in embodied AI and robotics. They ... robust data annotation strategies and ensure high model performance and generalization.
3D Machine Learning Engineer
$150K - $200K/yr
Work closely with the labeling and data operations teams to define robust data annotation ... Our teams span AI, software, robotics engineering, product, field deployment, and technical ...
3D Machine Learning Engineer
$150K - $200K/yr
Work closely with the labeling and data operations teams to define robust data annotation ... Our teams span AI, software, robotics engineering, product, field deployment, and technical ...
3D Machine Learning Engineer
Irvine, CA · On-site
$150K - $200K/yr
Work closely with the labeling and data operations teams to define robust data annotation ... Our teams span AI, software, robotics engineering, product, field deployment, and technical ...
3D Machine Learning Engineer
Irvine, CA · On-site
$150K - $200K/yr
Work closely with the labeling and data operations teams to define robust data annotation ... Our teams span AI, software, robotics engineering, product, field deployment, and technical ...
3D Machine Learning Engineer
$150K - $200K/yr
Work closely with the labeling and data operations teams to define robust data annotation ... Our teams span AI, software, robotics engineering, product, field deployment, and technical ...
Quick apply
3D Machine Learning Engineer
$150K - $200K/yr
Work closely with the labeling and data operations teams to define robust data annotation ... Our teams span AI, software, robotics engineering, product, field deployment, and technical ...
Senior Staff AI/ML Algorithm Engineer
Irvine, CA · On-site
$112K - $154K/yr
... data ingestion, signal quality assessment, annotation, feature extraction, model training ... Salary or hourly pay ranges are influenced by labor laws and Collective Bargaining Agreement (CBA ...
Senior Staff AI/ML Algorithm Engineer
Irvine, CA · On-site
$112K - $154K/yr
... data ingestion, signal quality assessment, annotation, feature extraction, model training ... Salary or hourly pay ranges are influenced by labor laws and Collective Bargaining Agreement (CBA ...
Senior Staff AI/ML Algorithm Engineer
Irvine, CA · On-site
$112K - $154K/yr
... data ingestion, signal quality assessment, annotation, feature extraction, model training ... Salary or hourly pay ranges are influenced by labor laws and Collective Bargaining Agreement (CBA ...
Senior Staff AI/ML Algorithm Engineer
Irvine, CA · On-site
$112K - $154K/yr
... data ingestion, signal quality assessment, annotation, feature extraction, model training ... Salary or hourly pay ranges are influenced by labor laws and Collective Bargaining Agreement (CBA ...
Senior Solution Owner (Data, Technology & AI)
Irvine, CA · On-site
$130K - $180K/yr
S. We're looking for a Solution Owner (Data, Technology & AI) to be the face of CompassX on a ... an hourly contract engagement (including 1099 independent contractor arrangements). Final ...
Senior Solution Owner (Data, Technology & AI)
Irvine, CA · On-site
$130K - $180K/yr
S. We're looking for a Solution Owner (Data, Technology & AI) to be the face of CompassX on a ... an hourly contract engagement (including 1099 independent contractor arrangements). Final ...
Senior Solution Owner (Data, Technology & AI)
Irvine, CA · Remote
$130K - $180K/yr
S. We're looking for a Solution Owner (Data, Technology & AI) to be the face of CompassX on a ... an hourly contract engagement (including 1099 independent contractor arrangements). Final ...
Quick apply
Senior Solution Owner (Data, Technology & AI)
Irvine, CA · Remote
$130K - $180K/yr
S. We're looking for a Solution Owner (Data, Technology & AI) to be the face of CompassX on a ... an hourly contract engagement (including 1099 independent contractor arrangements). Final ...
Treasury Analyst - AI Trainer
Fontana, CA · Remote
$50 - $100/hr
Projects are paid hourly starting at $50-$100+/hr, with bonus rates available on some projects ... Proficient in financial analysis, financial modeling, data analysis, and other reasoning exercises ...
Quick apply
Treasury Analyst - AI Trainer
Fontana, CA · Remote
$50 - $100/hr
Projects are paid hourly starting at $50-$100+/hr, with bonus rates available on some projects ... Proficient in financial analysis, financial modeling, data analysis, and other reasoning exercises ...
Treasury Analyst - AI Trainer
Irvine, CA · Remote
$50 - $100/hr
Projects are paid hourly starting at $50-$100+/hr, with bonus rates available on some projects ... Proficient in financial analysis, financial modeling, data analysis, and other reasoning exercises ...
Quick apply
Treasury Analyst - AI Trainer
Irvine, CA · Remote
$50 - $100/hr
Projects are paid hourly starting at $50-$100+/hr, with bonus rates available on some projects ... Proficient in financial analysis, financial modeling, data analysis, and other reasoning exercises ...
Treasury Analyst - AI Trainer
San Bernardino, CA · Remote
$50 - $100/hr
Projects are paid hourly starting at $50-$100+/hr, with bonus rates available on some projects ... Proficient in financial analysis, financial modeling, data analysis, and other reasoning exercises ...
Quick apply
Treasury Analyst - AI Trainer
San Bernardino, CA · Remote
$50 - $100/hr
Projects are paid hourly starting at $50-$100+/hr, with bonus rates available on some projects ... Proficient in financial analysis, financial modeling, data analysis, and other reasoning exercises ...
Financial Planner - AI Trainer
Hesperia, CA · Remote
$50 - $100/hr
Projects are paid hourly starting at $50-$100+/hr, with bonus rates available on some projects ... Proficient in financial analysis, financial modeling, data analysis, and other reasoning exercises ...
Quick apply
Financial Planner - AI Trainer
Hesperia, CA · Remote
$50 - $100/hr
Projects are paid hourly starting at $50-$100+/hr, with bonus rates available on some projects ... Proficient in financial analysis, financial modeling, data analysis, and other reasoning exercises ...
Treasury Analyst - AI Trainer
Jurupa Valley, CA · Remote
$50 - $100/hr
Projects are paid hourly starting at $50-$100+/hr, with bonus rates available on some projects ... Proficient in financial analysis, financial modeling, data analysis, and other reasoning exercises ...
Quick apply
Treasury Analyst - AI Trainer
Jurupa Valley, CA · Remote
$50 - $100/hr
Projects are paid hourly starting at $50-$100+/hr, with bonus rates available on some projects ... Proficient in financial analysis, financial modeling, data analysis, and other reasoning exercises ...
Treasury Analyst - AI Trainer
Riverside, CA · Remote
$50 - $100/hr
Projects are paid hourly starting at $50-$100+/hr, with bonus rates available on some projects ... Proficient in financial analysis, financial modeling, data analysis, and other reasoning exercises ...
Quick apply
Treasury Analyst - AI Trainer
Riverside, CA · Remote
$50 - $100/hr
Projects are paid hourly starting at $50-$100+/hr, with bonus rates available on some projects ... Proficient in financial analysis, financial modeling, data analysis, and other reasoning exercises ...
Treasury Analyst - AI Trainer
Hesperia, CA · Remote
$50 - $100/hr
Projects are paid hourly starting at $50-$100+/hr, with bonus rates available on some projects ... Proficient in financial analysis, financial modeling, data analysis, and other reasoning exercises ...
Quick apply
Treasury Analyst - AI Trainer
Hesperia, CA · Remote
$50 - $100/hr
Projects are paid hourly starting at $50-$100+/hr, with bonus rates available on some projects ... Proficient in financial analysis, financial modeling, data analysis, and other reasoning exercises ...
Financial Planner - AI Trainer
Ontario, CA · Remote
$50 - $100/hr
Projects are paid hourly starting at $50-$100+/hr, with bonus rates available on some projects ... Proficient in financial analysis, financial modeling, data analysis, and other reasoning exercises ...
Quick apply
Financial Planner - AI Trainer
Ontario, CA · Remote
$50 - $100/hr
Projects are paid hourly starting at $50-$100+/hr, with bonus rates available on some projects ... Proficient in financial analysis, financial modeling, data analysis, and other reasoning exercises ...
Financial Planner - AI Trainer
Menifee, CA · Remote
$50 - $100/hr
Projects are paid hourly starting at $50-$100+/hr, with bonus rates available on some projects ... Proficient in financial analysis, financial modeling, data analysis, and other reasoning exercises ...
Quick apply
Financial Planner - AI Trainer
Menifee, CA · Remote
$50 - $100/hr
Projects are paid hourly starting at $50-$100+/hr, with bonus rates available on some projects ... Proficient in financial analysis, financial modeling, data analysis, and other reasoning exercises ...
Treasury Analyst - AI Trainer
Anaheim, CA · Remote
$50 - $100/hr
Projects are paid hourly starting at $50-$100+/hr, with bonus rates available on some projects ... Proficient in financial analysis, financial modeling, data analysis, and other reasoning exercises ...
Quick apply
Treasury Analyst - AI Trainer
Anaheim, CA · Remote
$50 - $100/hr
Projects are paid hourly starting at $50-$100+/hr, with bonus rates available on some projects ... Proficient in financial analysis, financial modeling, data analysis, and other reasoning exercises ...
Treasury Analyst - AI Trainer
Santa Ana, CA · Remote
$50 - $100/hr
Projects are paid hourly starting at $50-$100+/hr, with bonus rates available on some projects ... Proficient in financial analysis, financial modeling, data analysis, and other reasoning exercises ...
Quick apply
Treasury Analyst - AI Trainer
Santa Ana, CA · Remote
$50 - $100/hr
Projects are paid hourly starting at $50-$100+/hr, with bonus rates available on some projects ... Proficient in financial analysis, financial modeling, data analysis, and other reasoning exercises ...
Financial Planner - AI Trainer
Irvine, CA · Remote
$50 - $100/hr
Projects are paid hourly starting at $50-$100+/hr, with bonus rates available on some projects ... Proficient in financial analysis, financial modeling, data analysis, and other reasoning exercises ...
Quick apply
Financial Planner - AI Trainer
Irvine, CA · Remote
$50 - $100/hr
Projects are paid hourly starting at $50-$100+/hr, with bonus rates available on some projects ... Proficient in financial analysis, financial modeling, data analysis, and other reasoning exercises ...
Hourly Ai Data Annotation information
What is an hourly AI data annotation?
What are some common challenges faced by hourly AI data annotators, and how can they be managed?
What are the key skills and qualifications needed to thrive as an hourly AI data annotator?
What is the difference between Hourly Ai Data Annotation vs Data Labeler?
| Aspect | Hourly Ai Data Annotation | Data Labeler |
|---|---|---|
| Credentials | Basic computer skills, attention to detail | Basic computer skills, attention to detail |
| Work Environment | Remote or in-office, flexible hours | Remote or in-office, flexible hours |
| Industry Usage | AI, machine learning, tech companies | AI, machine learning, tech companies |
| Job Focus | Annotating data for AI training, often with specific instructions | Labeling data to help AI models learn, often similar tasks |
Hourly Ai Data Annotation and Data Labeler roles are similar, focusing on preparing data for AI systems. The main difference lies in terminology; 'Hourly Ai Data Annotation' emphasizes the paid hourly aspect and the specific task of annotating data for AI training, while 'Data Labeler' is a broader term used interchangeably in the industry. Both roles require similar skills and are used in the same industry sectors.
Full-time
Re-posted 24 days ago
Job description
FieldAI is a company based in Irvine, California, specializing in embodied AI and robotics. They are seeking a 3D Machine Learning Engineer to design, implement, and maintain advanced 3D machine learning models for processing reality capture data, contributing to automated progress tracking and scene understanding in construction environments.
Responsibilities:
• Design and implement scalable machine learning pipelines for large-scale 3D spatial data processing for point cloud analysis, object detection, segmentation, and scene understanding.
• Train, optimize, and deploy deep learning models using PyTorch, TensorFlow, or equivalent frameworks on cloud platforms such as AWS (e.g., SageMaker, EC2).
• Collaborate with software and systems engineers to integrate models into production environments and continuously improve inference pipelines.
• Analyze diverse sensor inputs, including RGBD imagery, LiDAR point clouds, 360 photos, audio, and Building Information Models (BIM).
• Work closely with the labeling and data operations teams to define robust data annotation strategies and ensure high model performance and generalization.
Qualifications:
Required:
• Bachelor’s or Master’s degree in Computer Science, Machine Learning, Robotics, or a related technical field.
• 2+ years of hands-on industry experience developing and deploying machine learning systems for 3D point clouds, perception, or spatial understanding tasks.
• Strong background in 3D machine learning, with experience in deep learning for point clouds, multi-view fusion, or geometric learning.
• Strong expertise in Python and deep learning frameworks: PyTorch, TensorFlow, or similar.
• Familiarity with OpenCV and PCL (Point Cloud Library) for classical computer vision and 3D data preprocessing.
• Experience training, evaluating, and deploying ML models using cloud infrastructure (e.g., AWS, SageMaker) and containerized workflows.
• Solid understanding of the end-to-end ML lifecycle, including experiment tracking, reproducibility, model versioning, and optimization for production.
• Proven ability to work in fast-paced, interdisciplinary teams across software, ML, and product teams.
Preferred:
• Experience working with BIM data, digital twins, or construction-related sensor data.
• Background in geometric deep learning, 3D mesh analysis, GIS systems, or structured scene representations.
• Familiar with MLOps pipelines using Ray, SageMaker, MLflow, or Kubeflow.
• Strong foundation in geometric computer vision, robotics, or algorithmic 3D reasoning.
• Exposure to graph neural networks, geodesic computations, or neural implicit representations (e.g., NeRF, Occupancy Networks).
• Deep experience with point cloud and graph learning frameworks such as Open3D-ML, Torch-Points3D, PyG, or MMDetection3D.
• Experience building custom modules for SparseConvNet or 3D transformers.
Company:
FieldAI is building general robot intelligence for the physical world. Founded in 2023, the company is headquartered in Mission Viejo, USA, with a team of 201-500 employees. The company is currently Growth Stage.