Research Scientist Intern, Human Sensing and Wearable Fit Modeling Job at Meta (Seattle)

Job Description

We're seeking a PhD Research Intern to help advance Meta's methods to quantify/model user fit of wearable devices with a focus on head and eye pose measurement, and their implications on visual quality, comfort, and other system performance. The internship will involve developing instrumentation methods, capturing high-quality biometric data, and analyzing naturalistic head posture and gaze behavior to inform realistic design targets for future wearable systems. This role sits at the intersection of human factors, biomechanics, sensing and instrumentation, and computational 3D data analysis—enabling improved evaluation and design decisions for fit, optics, field of view, and related subsystems. Our internships are twelve (12) to twenty-four (24) weeks long and we have various start dates throughout the year.

Job Responsibility

Design and execute a research plan—from problem statement through data collection, analysis, and recommendations
Develop and refine instrumentation techniques and protocols for capturing anthropometric data (e.g., eye tracking, head pose, gaze behavior), optimizing for throughput, reliability, and practicality
Build repeatable pipelines for sensor and data acquisition, processing, and quality assurance
Quantify uncertainty, repeatability, and practical tradeoffs (e.g., fidelity, cost, scalability) to inform design decisions
Develop models or frameworks that characterize variability and inform realistic design targets for wearable systems
Communicate results to cross-functional partners through written reports, clear visuals, and actionable recommendations

Requirements

Currently has, or is in the process of obtaining a PhD degree in Human Factors, Biomechanics, Biophysics, Robotics, Computer Vision, Applied Math, Computer Graphics, or a related field
Demonstrated research experience designing experiments and analyzing results with appropriate rigor (repeatability, confounds, validation)
Hands-on experience with at least one of the following: eye tracking systems, IMUs, motion capture, other real-time biometric instrumentation, or 3D/geometry data processing (such as working with meshes, point clouds, coordinate systems, registration, or error analysis)
Proven programming skills in Python (and/or C++/MATLAB), including building data pipelines and producing reproducible analysis
Experience communicating technical work clearly to cross-functional audiences (written + verbal)
Must obtain work authorization in country of employment at the time of hire, and maintain ongoing work authorization during employment

Nice to have

Experience building or validating calibration procedures for sensing systems (eye tracking, IMU, mocap, photogrammetry/3D scanning)
Background in wearables, ergonomic/fit evaluation, or display/optics-adjacent human perception work
Knowledge of computational geometry / graphics concepts (e.g., coordinate transforms, pose estimation, registration, uncertainty propagation)
Familiarity with experimental design for time-series human behavior (task design, reducing confounds, modeling distributions)
Experience with privacy-aware handling of human subject data (e.g., minimizing retained identifiers, data governance considerations)
Intent to return to degree program after the completion of the internship/co-op

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Research Scientist Intern, Human Sensing and Wearable Fit Modeling

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