Senior Engineer Robotics
Role Overview
Senior hands-on technical owner of the physical systems behind robot data capture, including robots, rigs, sensors, operators, and customer-acceptable data quality.
The existing data platform is in production; the role is its physical-side counterpart, responsible for improving uptime, rig reliability, and capture-configuration qualification.
A second collection facility is being established to roughly double monthly delivered hours.
The team operates humanoid teleoperation fleets, wearable egocentric capture rigs, and vendor and in-house collection sites.
Key Skills for This Role
Full Job Posting
Role and context
Senior hands-on technical owner of the physical systems behind robot data capture, including robots, rigs, sensors, operators, and customer-acceptable data quality.
The existing data platform is in production; the role is its physical-side counterpart, responsible for improving uptime, rig reliability, and capture-configuration qualification.
A second collection facility is being established to roughly double monthly delivered hours.
The team operates humanoid teleoperation fleets, wearable egocentric capture rigs, and vendor and in-house collection sites.
Capture hardware and synchronization
- Select, qualify, and integrate cameras, wearable rigs, smart glasses, depth and stereo modules, VR headsets, hand-tracking and biosignal sensors, and on-robot sensor suites.
- Evaluate hardware for field of view, resolution, frame timing, exposure, ergonomics, and failure modes; manage custom-device requirements, design reviews, pilot builds, and qualification with partners.
- Own camera intrinsics and extrinsics, multi-camera and hand-eye calibration, IMU alignment, and technician recalibration procedures.
- Synchronize video, biosignals, joint states, pose, and control commands through clock discipline, triggering, PTP/NTP strategy, common time bases, and drift measurement.
- Diagnose and eliminate sub-frame and millisecond-scale offsets that can make datasets unusable.
Fleet and facility operations
- Own humanoid fleet uptime and delivered hours, including maintenance, spares, wear-part cycles, failure logging, MTBF, and repair turnaround.
- Set and meet monthly delivered-hours targets; diagnose robot, operator, rig, and QA-rework bottlenecks.
- Build the operator function through recruiting, training, shift design, per-operator quality tracking, and feedback from rejection reasons.
- Bring a new collection site from an empty warehouse to steady production, including layout, capture cells, network, storage, on-site compute, power, safety, access control, commissioning, and SOPs.
- Launch the new site without interrupting production at the existing site.
Data handoff and leadership
- Define capture data contracts covering schemas, topics, naming, metadata, and session structure so warehouse output converts into the training format.
- Co-own quality gates and the reject-reason taxonomy with the MLOps lead, and own work upstream of ingestion.
- Translate customer acceptance specifications into capture-floor procedures and represent data quality in technical reviews when batches are disputed.
- Lead engineers, technicians, and operators through task allocation, hiring, technical standards, and priorities; represent collection operations to customers, research partners, and hardware vendors.
Required qualifications
- 7+ years in robotics, hardware systems, or sensor engineering, including at least 2 years with humanoid, manipulation, or wearable capture systems at production scale; not exclusively wheeled autonomous navigation.
- Hands-on multi-sensor synchronization experience, with the ability to explain how a real issue was measured and fixed.
- Practical multi-camera, depth-sensor, IMU, hardware-triggering, and USB/GMSL/Ethernet capture-pipeline integration and calibration experience.
- Working knowledge of humanoid teleoperation, VR-based retargeting, gloves or exoskeletons, and whole-body or upper-body controllers.
- Robotics data tooling knowledge including ROS 2 and rosbag/MCAP, plus conceptual familiarity with formats such as LeRobot and understanding of what makes an episode trainable.
- Python and C++ skills sufficient to write capture tools, QA scripts, and diagnostics.
- Ownership of an operational metric such as uptime, yield, throughput, delivered hours, or cost per unit, with accountability for delivery.
- Experience leading a technical team or shift operation with delivery accountability.
- Willingness to work on the floor in a UAE warehouse, on-site.
Strong pluses
- Direct experience with Unitree-class humanoids or equivalent is a strong plus.
- Biosignal acquisition such as EMG or eye tracking; supplying data to or training VLA or robot foundation models; Gulf and Asia hardware supplier management; CAD and rapid fixture or enclosure prototyping; or standing up a physical production or data-collection facility are strong pluses.
Location and work arrangement
- The role is full-time and on-site, with regular on-site presence at the Dubai collection facility.
- The role description lists Abu Dhabi, UAE, and also calls for work on-site in the UAE warehouse.
About CNTXT AI
UAE-based Arabic-first AI company helping governments and enterprises build and scale sovereign AI solutions.
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