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Role Overview
As our Machine Intelligence Engineer, you will be responsible for developing the system’s “intelligence layer.” This includes multimodal scene perception, operational and control intelligence. You will be a part of team in charge of production-ready machines for F&B automation.
Key Responsibilities:
- Be a core contributor to product and technical discussions.
- Design and implement perception pipelines that enable real-time understanding of food and kitchen environments.
- Develop AI/ML models for operational intelligence, decision-making, and control strategies.
- Integrate perception and intelligence modules into our robotics and web software stack.
- Work closely with hardware, embedded, and software engineers to ensure robust end-to-end functionality.
- Drive experiments from prototype to production-quality deployment.
- Stay on top of state-of-the-art techniques in machine intelligence for robotics.
Desired Skills and Experiences:
- Expertise in training, fine-tuning, and deploying deep learning models for robotic grasp detection, object pose estimation, and motion planning.
- Experience with reinforcement learning (RL) and imitation learning (IL) for adaptive arm control in unstructured environments.
- Knowledge of foundation models for manipulation (e.g., RT-X, OpenVLA, GR1, or custom vision-language-action architectures).
- Strong understanding of 3D vision pipelines, including point cloud processing, RGB-D sensor fusion, and camera calibration.
- Experience developing object detection, segmentation, and keypoint estimation algorithms.
- Proficiency in integrating stereo cameras, Intel RealSense, or depth LiDAR systems for spatial reasoning and environment reconstruction.
- Proficient in Python and C++ for real-time control, inference pipelines, and perception integration.
- Strong grasp of software engineering best practices - version control (Git), CI/CD workflows, code modularity, and test-driven development.
- Experience deploying AI pipelines using Docker, ROS/ROS2 nodes, or NVIDIA JetPack environments.
- Proven ability to deploy models on embedded AI hardware such as NVIDIA Jetson AGX Orin, Xavier, or Coral TPU, ensuring real-time inference performance.
- Understanding of kinematics, dynamics, and control theory.
- Experience developing hybrid pipelines combining analytical planning and learned policies for robust manipulation.
- Ability to build multimodal representations for task-level decision-making and context-aware manipulation.
- Experience working in small, cross-disciplinary teams (mechanical, electrical, software, AI) to take full ownership of robotic system modules.
- Strong ability to translate high-level F&B use cases into technical manipulation tasks
- Prior experience in deploying and validating robot arms in real environments is highly desirable.
Please send us your resume/CV along with a short cover letter (a few paragraphs) addressing the following:
Why are you interested in this role and our company?
What excites you about working in robotics, and specifically in the food & beverage (F&B) robotics space?
How do you see your skills and experiences making an impact in this role?
Can you share an example of when you took ownership of a project and drove it from idea to impact?
Which areas are you less familiar with today, and how would you like to grow in them?
Email: [email protected]
Subject: AI Software Engineer Role
Key Skills
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