Ux Researcher Qualitative Phd jobs at Facebook

As a Postdoctoral Researcher, you will be experienced in the use and implementation of visual metrics, including reference and no-reference versions. The position is focused on creating and applying novel metrics to specialized problems related to Meta business cases for novel display modes including virtual, augmented and mixed reality (AR/VR/MR). Special focus is given to perceptual modeling, and subjective measurement and validation of different aspects of vision and display, such as stereo, color, high dynamic range, etc.

Postdoctoral Researcher, Perceptual Graphics (PhD) Responsibilities

Study and understand vision science literature, and use in-depth subject-matter knowledge to model key aspects of human vision (e.g. stereo, color, contrast and luminance, etc.)

Generate models pertaining to these aspects of vision, including specific adaptations for AR/VR/MR use cases

Perform subjective data collection to extend the state-of-the-art when necessary, as well as to validate the proposed models

Contribute to the formulation of a roadmap for generating metrics and evaluation protocols for problems associated with Meta products

Contribute to solutions for optimizing AR/VR/MR rendering using objective and subjective techniques

Consider power-efficient techniques subject to platform HW constraints

Currently has, or is in the process of obtaining a Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience. Degree must be completed prior to joining Meta

Currently has or is in the process of obtaining a PhD in computer science, vision science, or related fields, or equivalent practical experience. Degree must be completed prior to joining Meta

Experience with image and video quality evaluation

Experience designing and performing psychophysical experiments

Understanding of perception, including some topics like contrast, luminance, color, stereo, etc

Experience using Matlab, Python, or similar programming languages

Experience working and communicating cross functionally in a team environment

Must obtain work authorization in the country of employment at the time of hire and maintain ongoing work authorization during employment

Familiarity with objective and subjective image quality evaluation metrics

Experience using standard lab equipment for camera/display measurement and testing

Familiarity with spatial and temporal perception

Familiarity with stereoscopic visual modeling

Familiarity with AR and VR systems

Familiarity with CIE, ISO and related standards for color

Understanding of the graphics rendering pipeline

Demonstrated software engineering experience

Knowledge of optics, signal processing, mathematical modeling and/or simulation expertise with respect to visual perception and/or systems design

Demonstrated software engineering experience via an internship, work experience, coding competitions or PhD papers

Proven track record of achieving significant scientific results as demonstrated by publications in high-impact journals or conferences (e.g. SIGGRAPH, CVPR, NeurIPS, etc.)

1+ year of industry experience designing and building image quality evaluation systems for practical applications

$117,000/year to $173,000/year + benefits

Individual compensation is determined by skills, qualifications, experience, and location. Compensation details listed in this posting reflect the base hourly rate, monthly rate, or annual salary only, and do not include bonus, equity or sales incentives, if applicable. In addition to base compensation, Meta offers benefits. Learn more about at Meta.

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We use a variety of qualitative and quantitative methods to accomplish our goals, including surveys, focus groups, field studies, usability tests, and 1:1 interviews. We value a wide-range of perspectives and stem from many different backgrounds.We’re looking for great communicators who are knowledgeable about research devoted to understanding people, and curious about the relationship between technology and society.

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Work closely with product and business teams to identify research topics

Act as a thought leader in the domain of research, while advocating for the people who could use our products

Design and execute end-to-end custom primary research using a wide variety of methods

Design studies that address both user behavior and attitudes

Effectively manage and prioritize research plans through ambiguous and fast-changing environments, align and efficiently execute critical insights and work with a large group of stakeholders

Generate insights that both fuel ideation and evaluate designs

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Experience coding with R, SQL, STATA, SPSS or equivalent

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Experience applying statistical analysis methods such as Regressions, ANOVA, and T-Tests

Interest in and experience executing hands-on, primary research

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Directly contribute to experiments, including designing experimental details, writing reusable code, running evaluations, and organizing results.

Work with a large and globally distributed team.

Contribute to publications and open-sourcing efforts.

Help identify long-term ambitious research goals as well as intermediate milestones.

Prioritize research that can be applied to Meta's product development.

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Currently has, or is in the process of obtaining a PhD degree in Computer Science, Artificial Intelligence, Data Science, or related technical fields.

Experience writing software and executing complex experiments involving large AI models and datasets.

Experience in developing interactive solutions for computer vision, natural language processing, or computer graphics.

Direct experience in generative AI and LLM research.

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2+ years of work experience in a university or industry lab, in a role with primary emphasis on AI research.

First author publications experience at peer-reviewed AI conferences (e.g., NeurIPS, CVPR, ICML, ICLR, ICCV, and ACL).

Experience in developing and debugging in Python.

Experience working with PyTorch or TensorFlow.

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Work closely with product and business teams to identify research topics

Act as a thought leader in the domain of research, while advocating for the people who could use our products

Design and execute end-to-end custom primary research using a wide variety of methods

Design studies that address both user behavior and attitudes

Effectively manage and prioritize research plans through ambiguous and fast-changing environments, align and efficiently execute critical insights and work with a large group of stakeholders

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Generate insights that both fuel ideation and evaluate designs

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Experience conducting In-Depth Interviews or Focus Groups and Concept Testing or Usability Testing

Interest in and experience executing hands-on, primary research

Experience translating research findings into strategic narratives

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Degrees in a human behavior related field, such as Human-Computer Interaction, Psychology, Sociology, Communication, Information Science, Media Studies, Computer Science, or Economics

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Collaborate with research scientists and engineers to design and implement state-of-the-art AI algorithms and models on real robot hardware and simulation environments.

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Experience in robotics related research areas, such as: robot learning, reinforcement learning, imitation learning, action-conditioned world models, task and motion planning, sim-to-real transfer robotic control, manipulation, navigation, or generally embodied AI.

Experience with machine learning models, and frameworks such as PyTorch, TensorFlow, etc.

Proficiency in programming languages such as Python, C++, or similar.

Must obtain work authorization in the country of employment at the time of hire, and maintain ongoing work authorization during employment.

Proven track record of achieving significant results as demonstrated by grants, fellowships, patents, as well as publications at leading workshops, journals or conferences in Machine Learning (NeurIPS, ICML, ICLR), Robotics (ICRA, IROS, RSS, CoRL), Computer Vision (CVPR, ICCV, ECCV).

Proven knowledge of robotics fundamentals (perception, planning, control).

Experience with manipulating and analyzing complex, large scale, high-dimensionality data from varying sources.

Experience building systems based on machine learning and/or deep learning methods.

Experience solving complex problems and comparing alternative solutions, tradeoffs, and diverse points of view to determine a path forward.

Experience working and communicating cross functionally in a team environment.

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Experience designing and developing new robotic systems, platforms or infrastructure.

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Conduct research towards long-term ambitious research goals while identifying intermediate milestones.

Conduct research that enables learning the semantics of data across multiple modalities (speech, audio, images, video, text, and other modalities).

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Perform fundamental and applied research to push the scientific and technological frontiers of embodied artificial intelligence.

Invent/improve novel data-driven paradigms for embodied intelligence, including AR, VR, and robotics, leveraging a variety of modalities (images, video, text, audio, tactile, etc).

Investigate paradigms that can deliver a spectrum of embodied behaviors - from simulated characters to real robots, and from short-horizon, low-level to long-horizon, high-level intelligence.

Develop algorithms based on state-of-the-art machine learning and neural network methodologies.

Define, build and benchmark new capabilities needed for the next generation of AI.

Conduct research towards long-term ambitious research goals while identifying intermediate milestones.

Experience with any of the following research areas: robotics, motion planning, embodied AI, human-robot interaction, sim-to-real transfer, learning from demonstration, reinforcement learning, dexterous manipulation, digital agents, vision language models, computer vision, egocentric perception, LLMs, NLP, and/or tool usage.

Experience with deep learning frameworks (such as pytorch, tensorflow) and Python.

Must obtain work authorization in the country of employment at the time of hire and maintain ongoing work authorization during employment.

Demonstrated research and software engineering experience via an internship, work experience, coding competitions, or widely used contributions in open source repositories (e.g. GitHub).

Experience with manipulating and analyzing complex, large scale, high-dimensionality data from varying sources.

Experience building systems based on machine learning and/or deep learning methods.

Experience solving complex problems and comparing alternative solutions, tradeoffs, and different perspectives to determine a path forward.

Experience working and communicating cross functionally in a team environment.

Experience with robotics frameworks like ROS, along with experience working with robot simulations and real-world hardware.

$117,000/year to $173,000/year + benefits

FacebookPostdoctoral Researcher Perceptual Graphics PhD

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1 2 3 4

United States, Washington

795769936

20.08.2025

Description:

Postdoctoral Researcher, Perceptual Graphics (PhD) Responsibilities

Study and understand vision science literature, and use in-depth subject-matter knowledge to model key aspects of human vision (e.g. stereo, color, contrast and luminance, etc.)

Generate models pertaining to these aspects of vision, including specific adaptations for AR/VR/MR use cases

Perform subjective data collection to extend the state-of-the-art when necessary, as well as to validate the proposed models

Contribute to the formulation of a roadmap for generating metrics and evaluation protocols for problems associated with Meta products

Contribute to solutions for optimizing AR/VR/MR rendering using objective and subjective techniques

Consider power-efficient techniques subject to platform HW constraints

Minimum Qualifications

Currently has or is in the process of obtaining a PhD in computer science, vision science, or related fields, or equivalent practical experience. Degree must be completed prior to joining Meta

Experience with image and video quality evaluation

Experience designing and performing psychophysical experiments

Understanding of perception, including some topics like contrast, luminance, color, stereo, etc

Experience using Matlab, Python, or similar programming languages

Experience working and communicating cross functionally in a team environment

Must obtain work authorization in the country of employment at the time of hire and maintain ongoing work authorization during employment

Preferred Qualifications

Familiarity with objective and subjective image quality evaluation metrics

Experience using standard lab equipment for camera/display measurement and testing

Familiarity with spatial and temporal perception

Familiarity with stereoscopic visual modeling

Familiarity with AR and VR systems

Familiarity with CIE, ISO and related standards for color

Understanding of the graphics rendering pipeline

Demonstrated software engineering experience

Knowledge of optics, signal processing, mathematical modeling and/or simulation expertise with respect to visual perception and/or systems design

Demonstrated software engineering experience via an internship, work experience, coding competitions or PhD papers

Proven track record of achieving significant scientific results as demonstrated by publications in high-impact journals or conferences (e.g. SIGGRAPH, CVPR, NeurIPS, etc.)

1+ year of industry experience designing and building image quality evaluation systems for practical applications

About Meta

$117,000/year to $173,000/year + benefits