Research Scientist Intern, Imaging and Computer Vision (PhD)

Requirements

Currently has, or is in the process of obtaining, a PhD degree in Computer Science, Electrical Engineering, machine learning, computer vision or related field.
Experience in developing and implementing advanced algorithms for imaging, computer vision, or machine learning applications.
Experience in Python and/or MATLAB, and C++.
Familiarity with machine learning frameworks such as PyTorch, TensorFlow, or other related tools.
Must obtain work authorization in the country of employment at the time of hire and maintain ongoing work authorization during employment.
Intent to return to degree-program after the completion of the internship/co-op.
Proven track record of achieving significant results, as demonstrated by first-authored publications at leading workshops or conferences in imaging, computer vision, or machine learning (e.g., CVPR, ICCV, ECCV, NeurIPS, ICML).
Experience with designing computer vision algorithms optimized for specialized hardware such as GPUs, DSPs, or custom ASICs.
Strong understanding of image and video quality metrics and evaluation methodologies.
Experience with software-hardware co-design and developing models that interact with low-level system components.
Ability to design new tools for data processing, visualization, and performance evaluation.
Familiarity with state-of-the-art techniques in computational imaging, video compression, 3D reconstruction, or AR/VR applications.
Experience working and communicating cross functionally in a team environment.

Responsibilities

Develop novel algorithms for image processing, computer vision, and multimodal data fusion.
Design and prototype new architectures for real-time image and video processing in AR/VR systems.
Develop machine learning models that interact efficiently with specialized imaging hardware, optimizing for performance, energy efficiency, and scalability.
Perform image and video quality evaluations using both objective and subjective methods.
Build new tools and workflows for evaluating and improving visual quality and computational efficiency of vision systems.
Collaborate with hardware teams to co-design algorithms that leverage specialized accelerators or custom silicon for optimized performance.
Conduct cutting-edge research to publish at top-tier conferences and workshops in imaging, computer vision, and machine learning.
Communicate results and progress to both technical and non-technical stakeholders.

FAQs

What is the duration of the Research Scientist Intern position?

The internship lasts between twelve (12) to twenty-four (24) weeks.

What kind of research will I be involved in as a Research Scientist Intern?

You will work on cutting-edge research and development of novel algorithms, architectures, and tools for imaging and computer vision, specifically integrating with specialized hardware for AR/VR systems.

What qualifications are required for this internship?

You must currently have, or be in the process of obtaining, a PhD degree in Computer Science, Electrical Engineering, machine learning, computer vision, or a related field, along with experience in developing advanced algorithms and proficiency in Python, MATLAB, and/or C++.

Is experience with machine learning frameworks necessary?

Yes, familiarity with machine learning frameworks such as PyTorch or TensorFlow is required.

Are there any preferred qualifications for the internship?

Yes, preferred qualifications include a proven track record of significant results in the form of first-authored publications, experience with hardware-optimized computer vision algorithms, and a strong understanding of image and video quality metrics.

Will I have the opportunity to publish research during the internship?

Yes, you will conduct cutting-edge research with the potential to publish at top-tier conferences and workshops in imaging, computer vision, and machine learning.

Is there support for candidates with disabilities in the recruitment process?

Yes, Meta is committed to providing reasonable accommodations for candidates with disabilities in our recruiting process.

What is the compensation for this internship?

Compensation ranges from $7,313/month to $11,333/month, based on skills, qualifications, experience, and location, and benefits are also included.

Can you tell me about the work environment and culture at Meta?

Meta encourages collaboration and innovation, with cross-functional teams working together to push the boundaries of technology and create immersive experiences in AR/VR.

Do I need to have work authorization for this internship?

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