FieldAI is transforming how robots interact with the real world. As an AI/ML Engineer on the FiFM ... agent operations logging and evaluation frameworks. • Background in optimization: token cost ...
60 Fieldai Operations Jobs Hiring Near You
FieldAI is transforming how robots interact with the real world. As an AI/ML Engineer on the FiFM ... agent operations logging and evaluation frameworks. • Background in optimization: token cost ...
Field Data Analyst
Irvine, CA · On-site
FieldAI is transforming how robots interact with the real world by building risk-aware AI systems ... operational data is accurate and actionable. Responsibilities : • Validate mission datasets ...
Field Data Analyst
Irvine, CA · On-site
FieldAI is transforming how robots interact with the real world by building risk-aware AI systems ... operational data is accurate and actionable. Responsibilities : • Validate mission datasets ...
3.8 Software Engineer: Infrastructure and Tools
Irvine, CA · On-site
$183K - $217K/yr
Job Summary : FieldAI is a company based in Irvine, California that specializes in building ... , or infrastructure roles. • Strong programming/scripting skills in languages such as Python ...
3.8 Software Engineer: Infrastructure and Tools
Irvine, CA · On-site
$183K - $217K/yr
Job Summary : FieldAI is a company based in Irvine, California that specializes in building ... , or infrastructure roles. • Strong programming/scripting skills in languages such as Python ...
... FieldAI standards. * Manage inbound and outbound logistics requests from internal teams, including robot shipments, spare parts, tools, and field-service equipment. * Coordinate with operations ...
... FieldAI standards. * Manage inbound and outbound logistics requests from internal teams, including robot shipments, spare parts, tools, and field-service equipment. * Coordinate with operations ...
Sr. Software Engineer, Multiagent Simulation
$125K - $170K/yr
FieldAI is transforming how robots interact with the real world. Our growing R&D team is based in ... Partner with perception, planning, learning, DevOps, and infrastructure teams to run large-scale ...
Quick apply
Sr. Software Engineer, Multiagent Simulation
$125K - $170K/yr
FieldAI is transforming how robots interact with the real world. Our growing R&D team is based in ... Partner with perception, planning, learning, DevOps, and infrastructure teams to run large-scale ...
FieldAI's Irvine team is where embodied AI meets real robots, real sensors, and real field ... Conduct threat modeling and security reviews across infrastructure and operational systems
FieldAI's Irvine team is where embodied AI meets real robots, real sensors, and real field ... Conduct threat modeling and security reviews across infrastructure and operational systems
Network Software Engineer, Real-Time Systems
$125K - $170K/yr
FieldAI's Irvine team is where embodied AI meets real robots, real sensors, and real field ... Implement QoS strategies, congestion control, and adaptive streaming for reliable operation
Quick apply
Network Software Engineer, Real-Time Systems
$125K - $170K/yr
FieldAI's Irvine team is where embodied AI meets real robots, real sensors, and real field ... Implement QoS strategies, congestion control, and adaptive streaming for reliable operation
Staff ML Systems Engineer, Distributed Systems
$195K - $230K/yr
FieldAI's Irvine team is where embodied AI meets real robots, real sensors, and real field ... Improve observability, debugging, monitoring, and operational tooling for distributed systems at ...
Staff ML Systems Engineer, Distributed Systems
$195K - $230K/yr
FieldAI's Irvine team is where embodied AI meets real robots, real sensors, and real field ... Improve observability, debugging, monitoring, and operational tooling for distributed systems at ...
Technical Program Manager - Robotics & Autonomy
Irvine, CA · On-site
$136K - $177K/yr
FieldAI is at the forefront of robotic embodied AI, transforming industries like construction ... operations. Responsibilities : • Lead large-scale, customer-focused robotics and autonomy ...
Technical Program Manager - Robotics & Autonomy
Irvine, CA · On-site
$136K - $177K/yr
FieldAI is at the forefront of robotic embodied AI, transforming industries like construction ... operations. Responsibilities : • Lead large-scale, customer-focused robotics and autonomy ...
Sr. Software Engineer, Multiagent Simulation
$125K - $170K/yr
FieldAI is transforming how robots interact with the real world. Our growing R&D team is based in ... Partner with perception, planning, learning, DevOps, and infrastructure teams to run large-scale ...
Sr. Software Engineer, Multiagent Simulation
$125K - $170K/yr
FieldAI is transforming how robots interact with the real world. Our growing R&D team is based in ... Partner with perception, planning, learning, DevOps, and infrastructure teams to run large-scale ...
Sr. Software Engineer, Multiagent Simulation
Boston, MA · On-site
$125K - $170K/yr
FieldAI is transforming how robots interact with the real world. Our growing R&D team is based in ... Partner with perception, planning, learning, DevOps, and infrastructure teams to run large-scale ...
Sr. Software Engineer, Multiagent Simulation
Boston, MA · On-site
$125K - $170K/yr
FieldAI is transforming how robots interact with the real world. Our growing R&D team is based in ... Partner with perception, planning, learning, DevOps, and infrastructure teams to run large-scale ...
FieldAI's Irvine team is where embodied AI meets real robots, real sensors, and real field ... Conduct threat modeling and security reviews across infrastructure and operational systems
Quick apply
FieldAI's Irvine team is where embodied AI meets real robots, real sensors, and real field ... Conduct threat modeling and security reviews across infrastructure and operational systems
FieldAI is a company based in Irvine, California, focused on building risk-aware, reliable AI ... reliable operation • Develop, test, and deploy communication systems directly on robotic ...
FieldAI is a company based in Irvine, California, focused on building risk-aware, reliable AI ... reliable operation • Develop, test, and deploy communication systems directly on robotic ...
Staff ML Systems Engineer, Distributed Systems
Irvine, CA · On-site
$195K - $230K/yr
FieldAI's Irvine team is where embodied AI meets real robots, real sensors, and real field ... Improve observability, debugging, monitoring, and operational tooling for distributed systems at ...
Staff ML Systems Engineer, Distributed Systems
Irvine, CA · On-site
$195K - $230K/yr
FieldAI's Irvine team is where embodied AI meets real robots, real sensors, and real field ... Improve observability, debugging, monitoring, and operational tooling for distributed systems at ...
... FieldAI standards. * Manage inbound and outbound logistics requests from internal teams, including robot shipments, spare parts, tools, and field-service equipment. * Coordinate with operations ...
... FieldAI standards. * Manage inbound and outbound logistics requests from internal teams, including robot shipments, spare parts, tools, and field-service equipment. * Coordinate with operations ...
... FieldAI standards. * Manage inbound and outbound logistics requests from internal teams, including robot shipments, spare parts, tools, and field-service equipment. * Coordinate with operations ...
Quick apply
... FieldAI standards. * Manage inbound and outbound logistics requests from internal teams, including robot shipments, spare parts, tools, and field-service equipment. * Coordinate with operations ...
Senior Product Designer
Irvine, CA · On-site
$125K - $185K/yr
FieldAI's Irvine team is where embodied AI meets real robots, real sensors, and real field ... operations into clear, elegant industrial workflows * Design data products that communicate value ...
Senior Product Designer
Irvine, CA · On-site
$125K - $185K/yr
FieldAI's Irvine team is where embodied AI meets real robots, real sensors, and real field ... operations into clear, elegant industrial workflows * Design data products that communicate value ...
Software Engineer, Developer Infrastructure
Irvine, CA · On-site
$115K - $170K/yr
FieldAI's Irvine team is where embodied AI meets real robots, real sensors, and real field ... You'll work closely with developers, DevOps, and infrastructure teams to improve code quality ...
Software Engineer, Developer Infrastructure
Irvine, CA · On-site
$115K - $170K/yr
FieldAI's Irvine team is where embodied AI meets real robots, real sensors, and real field ... You'll work closely with developers, DevOps, and infrastructure teams to improve code quality ...
Senior Product Designer
$125K - $185K/yr
FieldAI's Irvine team is where embodied AI meets real robots, real sensors, and real field ... operations into clear, elegant industrial workflows * Design data products that communicate value ...
Quick apply
Senior Product Designer
$125K - $185K/yr
FieldAI's Irvine team is where embodied AI meets real robots, real sensors, and real field ... operations into clear, elegant industrial workflows * Design data products that communicate value ...
Job Summary : FieldAI is transforming how robots interact with the real world, focusing on ... DevOps, and infrastructure teams to run large-scale simulation and raise standards for fidelity ...
Job Summary : FieldAI is transforming how robots interact with the real world, focusing on ... DevOps, and infrastructure teams to run large-scale simulation and raise standards for fidelity ...
Fieldai Jobs Information

Full-time
Re-posted 22 days ago
Job description
FieldAI is transforming how robots interact with the real world. As an AI/ML Engineer on the FiFM team, you will drive research and model development for multimodal data from autonomous robots into actionable insights, focusing on computer vision and agentic AI.
Responsibilities:
• Train and fine-tune million- to billion-parameter multimodal models, with a focus on computer vision, video understanding, and vision-language integration.
• Track state-of-the-art research, adapt novel algorithms, and integrate them into FiFM.
• Curate datasets and develop tools to improve model interpretability.
• Build scalable evaluation pipelines for vision and multimodal models.
• Contribute to model observability, drift detection, and error classification.
• Fine-tune and optimize open-source VLMs and multimodal embedding models for efficiency and robustness.
• Build and optimize Multi-VectorRAG pipelines with vector DBs and knowledge graphs.
• Create embedding-based memory and retrieval chains with token-efficient chunking strategies.
Qualifications:
Required:
• Master’s/Ph.D. in Computer Science, AI/ML, Robotics, or equivalent industry experience.
• 2+ years of industry experience or relevant publications in CV/ML/AI.
• Strong expertise in computer vision, video understanding, temporal modeling, and VLMs.
• Proficiency in Python and PyTorch with production-level coding skills.
• Experience building pipelines for large-scale video/image datasets.
• Familiarity with AWS or other cloud platforms for ML training and deployment.
• Understanding of MLOps best practices (CI/CD, experiment tracking).
• Hands-on experience fine-tuning open-source multimodal models using HuggingFace, DeepSpeed, vLLM, FSDP, LoRA/QLoRA.
• Knowledge of precision tradeoffs (FP16, bfloat16, quantization) and multi-GPU optimization.
• Ability to design scalable evaluation pipelines for vision/VLMs and agent performance.
Preferred:
• Experience with Agentic/RAG pipelines and knowledge graphs (LangChain, LangGraph, LlamaIndex, OpenSearch, FAISS, Pinecone).
• Familiarity with agent operations logging and evaluation frameworks.
• Background in optimization: token cost reduction, chunking strategies, reranking, and retrieval latency tuning.
• Experience deploying models under quantized (int4/int8) and distributed multi-GPU inference.
• Exposure to open-vocabulary detection, zero/few-shot learning, multimodal RAG.
• Knowledge of temporal-spatial modeling (event/scene graphs).
• Experience deploying AI in edge or resource-constrained environments.
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.