FieldAI's Irvine team is where embodied AI meets real robots, real sensors, and real field ... What You'll Do * Design and implement scalable machine learning pipelines for large-scale 3D ...
FieldAI's Irvine team is where embodied AI meets real robots, real sensors, and real field ... What You'll Do * Design and implement scalable machine learning pipelines for large-scale 3D ...
3D Machine Learning Engineer
Irvine, CA · On-site
FieldAI's Irvine team is where embodied AI meets real robots, real sensors, and real field ... What You'll Do * Design and implement scalable machine learning pipelines for large-scale 3D ...
3D Machine Learning Engineer
Irvine, CA · On-site
FieldAI's Irvine team is where embodied AI meets real robots, real sensors, and real field ... What You'll Do * Design and implement scalable machine learning pipelines for large-scale 3D ...
FieldAI's Irvine team is where embodied AI meets real robots, real sensors, and real field ... What You'll Do * Design and implement scalable machine learning pipelines for large-scale 3D ...
Quick apply
FieldAI's Irvine team is where embodied AI meets real robots, real sensors, and real field ... What You'll Do * Design and implement scalable machine learning pipelines for large-scale 3D ...
... machine-generated data -- including logs, time series, traces, and events. We combine deep AI ... practices in AI across global teams. * Foster Innovation: Embed cutting-edge research and ...
... machine-generated data -- including logs, time series, traces, and events. We combine deep AI ... practices in AI across global teams. * Foster Innovation: Embed cutting-edge research and ...
Applied AI Engineer
Irvine, CA · On-site
$160K - $190K/yr
Train, fine-tune, validate, and optimize machine learning models for performance, scalability, and accuracy in production environments. * Implement Retrieval-Augmented Generation (RAG) pipelines, AI ...
Applied AI Engineer
Irvine, CA · On-site
$160K - $190K/yr
Train, fine-tune, validate, and optimize machine learning models for performance, scalability, and accuracy in production environments. * Implement Retrieval-Augmented Generation (RAG) pipelines, AI ...
Applied AI Engineer
Irvine, CA · On-site
$160K - $190K/yr
Train, fine-tune, validate, and optimize machine learning models for performance, scalability, and accuracy in production environments. * Implement Retrieval-Augmented Generation (RAG) pipelines, AI ...
Applied AI Engineer
Irvine, CA · On-site
$160K - $190K/yr
Train, fine-tune, validate, and optimize machine learning models for performance, scalability, and accuracy in production environments. * Implement Retrieval-Augmented Generation (RAG) pipelines, AI ...
Guides the development and deployment of machine learning models into production, ensuring ... Translates cutting-edge AI research and experimental methods into deployable, value-driven ...
Quick apply
Guides the development and deployment of machine learning models into production, ensuring ... Translates cutting-edge AI research and experimental methods into deployable, value-driven ...
Principal Machine Learning Engineer
$291K - $369K/yr
... machine-generated data - including logs, time series, traces, and events. We combine deep AI ... practices in AI across global teams. * Foster Innovation: Embed cutting-edge research and ...
Principal Machine Learning Engineer
$291K - $369K/yr
... machine-generated data - including logs, time series, traces, and events. We combine deep AI ... practices in AI across global teams. * Foster Innovation: Embed cutting-edge research and ...
Senior Applied AI Engineer (Software Engineering)
$170K - $233K/yr
Guides the development and deployment of machine learning models into production, ensuring ... Translates cutting-edge AI research and experimental methods into deployable, value-driven ...
Senior Applied AI Engineer (Software Engineering)
$170K - $233K/yr
Guides the development and deployment of machine learning models into production, ensuring ... Translates cutting-edge AI research and experimental methods into deployable, value-driven ...
Senior Applied AI Engineer (Software Engineering)
$170K - $233K/yr
Guides the development and deployment of machine learning models into production, ensuring ... Translates cutting-edge AI research and experimental methods into deployable, value-driven ...
Senior Applied AI Engineer (Software Engineering)
$170K - $233K/yr
Guides the development and deployment of machine learning models into production, ensuring ... Translates cutting-edge AI research and experimental methods into deployable, value-driven ...
As a Machine Learning Integration Engineer, you will help rapidly prototype, mature, and monitor ML ... Analyze large datasets used for AI/ML model development * Identify opportunities to improve AI/ML ...
Quick apply
As a Machine Learning Integration Engineer, you will help rapidly prototype, mature, and monitor ML ... Analyze large datasets used for AI/ML model development * Identify opportunities to improve AI/ML ...
Senior Machine Learning Engineer, Sentry Tower
Irvine, CA · On-site +1
$220K - $330K/yr
... cutting-edge autonomy, AI, computer vision, sensor fusion, and networking technology to the ... About the Role We are looking for a Machine Learning Engineer to apply the latest research to solve ...
Senior Machine Learning Engineer, Sentry Tower
Irvine, CA · On-site +1
$220K - $330K/yr
... cutting-edge autonomy, AI, computer vision, sensor fusion, and networking technology to the ... About the Role We are looking for a Machine Learning Engineer to apply the latest research to solve ...
Machine Learning Engineer II
Irvine, CA · On-site
$104K - $143K/yr
In this role you will work with a high performing team of applied scientists, machine learning engineers, and software development engineers that has delivered a number of AI/ML systems to production ...
Machine Learning Engineer II
Irvine, CA · On-site
$104K - $143K/yr
In this role you will work with a high performing team of applied scientists, machine learning engineers, and software development engineers that has delivered a number of AI/ML systems to production ...
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 ...
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 ...
Senior Machine Learning Engineer
$112K - $154K/yr
... Machine Learning Engineer at Capital Group" We are seeking a strong software engineer with ... You will join ahigh-performingteam of ML engineers and software engineers building Generative AI ...
Senior Machine Learning Engineer
$112K - $154K/yr
... Machine Learning Engineer at Capital Group" We are seeking a strong software engineer with ... You will join ahigh-performingteam of ML engineers and software engineers building Generative AI ...
This role requires a combination of expertise in machine learning, natural language processing ... Identify opportunities for implementing cutting-edge AI solutions to address business challenges.
This role requires a combination of expertise in machine learning, natural language processing ... Identify opportunities for implementing cutting-edge AI solutions to address business challenges.
Associate Manager Machine Learning
Irvine, CA · Hybrid
$134K - $158K/yr
We are hiring a Manager, Machine Learning (MLE) to lead the development and operationalization of ... You will manage a team of MLEs and partner with AI Engineers, QA, and DevOps to deliver high ...
Associate Manager Machine Learning
Irvine, CA · Hybrid
$134K - $158K/yr
We are hiring a Manager, Machine Learning (MLE) to lead the development and operationalization of ... You will manage a team of MLEs and partner with AI Engineers, QA, and DevOps to deliver high ...
Computer Vision Engineer - 3D
Irvine, CA · On-site
$119K - $141K/yr
... edge digital health and aesthetics environment. This role will focus on validating 3D facial ... Stay current with emerging trends in AI, machine learning, computer vision, and 3D data science.
Quick apply
Computer Vision Engineer - 3D
Irvine, CA · On-site
$119K - $141K/yr
... edge digital health and aesthetics environment. This role will focus on validating 3D facial ... Stay current with emerging trends in AI, machine learning, computer vision, and 3D data science.
Sr Applied AI Engineer
Irvine, CA · On-site
$131K - $173K/yr
Key Responsibilities • Design, develop, and deliver AI and machine learning solutions that ... edge AI or real time inference is a plus • Contribution to open source research patents or ...
Sr Applied AI Engineer
Irvine, CA · On-site
$131K - $173K/yr
Key Responsibilities • Design, develop, and deliver AI and machine learning solutions that ... edge AI or real time inference is a plus • Contribution to open source research patents or ...
Lead AI Engineer
$110K - $144K/yr
Design, develop, and deploy advanced AI models and algorithms, including machine learning, deep ... competitive edge. * Performance Optimization: Monitor and optimize the performance of AI models ...
Quick apply
Lead AI Engineer
$110K - $144K/yr
Design, develop, and deploy advanced AI models and algorithms, including machine learning, deep ... competitive edge. * Performance Optimization: Monitor and optimize the performance of AI models ...
Edge Ai Machine Learning information
See Riverside, CA salary details
$26.6K - $32.5K
5% of jobs
$34.5K is the 25th percentile. Wages below this are outliers.
$32.5K - $38.5K
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$38.5K - $44.4K
9% of jobs
$44.8K is the 75th percentile. Wages above this are outliers.
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$85.9K - $91.8K
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How much do edge ai machine learning jobs pay per year?
What is an Edge AI Machine Learning job?
An Edge AI Machine Learning job involves developing and deploying machine learning models directly on edge devices, such as IoT sensors, mobile devices, and embedded systems. This role requires expertise in optimizing AI models for low-power, low-latency environments while ensuring real-time processing. Professionals in this field work with frameworks like TensorFlow Lite, ONNX, and OpenVINO to implement AI solutions efficiently. They must also handle challenges like model compression, hardware acceleration, and data privacy.
What are some typical challenges faced in an Edge AI Machine Learning role, and how can I prepare for them?
One of the most common challenges in Edge AI Machine Learning is optimizing models to run efficiently on hardware with limited resources, while maintaining acceptable accuracy and speed. You may encounter constraints related to memory, processing power, and connectivity, which require creative engineering and a deep understanding of both machine learning and embedded systems. Collaborating closely with hardware engineers, data scientists, and software developers is typical, as solutions often span multiple technical disciplines. To prepare, staying current with advancements in model compression, quantization, and edge deployment technologies will help you tackle these challenges with confidence.
What are the key skills and qualifications needed to thrive in the Edge Ai Machine Learning position, and why are they important?
To thrive as an Edge AI Machine Learning professional, you need a strong background in machine learning algorithms, embedded systems, and proficiency with programming languages such as Python or C++. Familiarity with edge computing platforms (like NVIDIA Jetson, Google Coral), frameworks (TensorFlow Lite, ONNX), and certifications in AI or ML can greatly enhance your qualifications. Strong problem-solving abilities, collaboration, and effective communication skills are important for adapting solutions to diverse environments and working cross-functionally. These abilities enable the successful deployment of efficient and robust AI models directly on devices, meeting the unique challenges of real-time, resource-constrained settings.

Other
Posted 11 days ago
Job description
FieldAI's Irvine team is where embodied AI meets real robots, real sensors, and real field deployments. Based in the heart of Southern California's robotics ecosystem, we build risk-aware, reliable, field-ready AI systems that solve the hardest problems in robotics and unlock the full potential of embodied intelligence. If you want your work to ship, get tested on hardware, and improve through real deployments, Irvine is the place. We go beyond typical data-driven approaches or pure transformer-only architectures, combining rigorous engineering with learning systems proven in globally deployed solutions that deliver results today and get better every time our robots run in the field.
What You'll Do
- 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.
- 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.
- 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.
Our salary range is generous and we consider each individual's background and experience when determining final compensation. Base pay may vary based on role scope, job-related knowledge, skills, experience, and the Irvine, California market.
Why Join FieldAI in Irvine?
In Irvine, you will work where the robots are. Our local team builds and tests systems on real hardware with real sensors, then ships them to operate in unstructured, previously unknown environments around the world. We are solving one of robotics' hardest challenges: reliable deployment outside the lab. Our Field Foundational Models™ raise the bar for perception, planning, localization, and manipulation, with an emphasis on explainability and safety for real-world use.
You will collaborate with a world-class team that thrives on creativity, resilience, and bold thinking. We bring deep experience from organizations such as DeepMind, NASA JPL, Boston Dynamics, NVIDIA, Amazon, Tesla Autopilot, Cruise, Zoox, Toyota Research Institute, and SpaceX, along with a track record of field deployments and strong performance in DARPA challenge segments.
Be Part of the Next Robotics Revolution
We are looking for builders who want their work to leave the whiteboard and show up on robots. If you enjoy tackling tough, uncharted questions and working across disciplines, you will find your people here. Our teams span AI, software, robotics engineering, product, field deployment, and technical communication, all focused on shipping systems that perform in the real world.
Our headquarters is in Irvine, and we partner closely with teams there as well as colleagues across the US and around the world. Join us in Southern California and help define what dependable, field-ready autonomy looks like.
We value diverse perspectives and are committed to fostering an inclusive workplace. We evaluate candidates and employees based on merit, qualifications, and performance, and we do not discriminate on the basis of race, color, gender, national origin, ethnicity, veteran status, disability status, age, sexual orientation, gender identity, marital status, or any other legally protected statu
We may use artificial intelligence (AI) tools to support parts of the hiring process, such as reviewing applications, analyzing resumes, or assessing responses and identifying potential inconsistencies or verification signals in application materials based on available information. These tools assist our recruitment team but do not replace human judgment. Final hiring decisions are ultimately made by humans. If you would like more information about how your data is processed, please contact us.