Computing and Mathematical Sciences Division - Postdoctoral Researcher: CryoSTEM Foundation Models

Karlstad University; Abu Dhabi; On-site; AED 440,690 - 697,759; Full time

Benefits offered by this job

Competitive salary

Relocation support

Health insurance

Job summary

MBZUAI invites applications for a Postdoctoral Research Associate in the Computing and Mathematical Sciences Division to advance cryoSTEM foundation models. You will design architectures for cryoSTEM data and lead parallel training across large GPU clusters, contributing to biomedical imaging and machine learning research.

Collaborating with renowned researchers, you will publish in top venues, mentor students, and help drive high-impact outcomes from the lab in Abu Dhabi.

Qualifications

• PhD in Computer Science, Electrical Engineering, Artificial Intelligence, Biomedical Imaging, Computational Biology, or related field.
• Publication record in computational microscopy, computer vision, or parallel ML.
• Willingness to learn and bridge gaps into related domains (computational microscopy, computer vision, parallel ML).
• Experience with biomedical imaging, especially electron microscopy (EM) data.
• Excellent analytical, oral, and written communication skills.

Responsibilities

• Understand cryoSTEM microscopy physics and operation.
• Design foundation models for cryoSTEM data and data pipelines.
• Deploy parallel computing systems for training large-scale models.
• Lead complex research sub-projects and meet milestones.
• Mentor graduate students and junior researchers.
• Publish high-impact research findings and disseminate results.

Skills

PhD scope

Publications

Adaptability

Biomedical imaging

Communication

Education

PhD in Computer Science or related field

Job description

Computing and Mathematical Sciences Division – Postdoctoral Researcher: CryoSTEM Foundation Models

MBZUAI is seeking a highly motivated Postdoctoral Research Associate to join a cutting‑edge interdisciplinary project. In this role, you will deeply understand the physics and operation of cryogenic scanning transmission electron (cryoSTEM) microscopes, and apply this understanding to design the architecture of entirely new foundation models, directly advancing the frontier of computational biology and machine learning.

You will also implement parallel systems capable of training such models across large GPU clusters on cryoSTEM datasets in the multi‑terabyte range. This position plays a pivotal role in supporting ongoing, high‑impact research programs within our lab.

The successful candidate will work under the joint guidance of two experts:

• Dr. Min Xu – Affiliated Associate Professor of Computer Vision, MBZUAI & Associate Professor, Carnegie Mellon University. Dr. Xu directs a dynamic research laboratory focused on computational biology, bioimage informatics, and structural biology. His core scientific research uses computer vision to pioneer new methods for 3D cellular structure analysis and cryo‑electron tomography (cryo‑ET).
• Dr. Qirong Ho – Assistant Professor of Machine Learning and Computer Science, MBZUAI. Dr. Ho specializes in distributed machine learning and systems architecture. His expertise drives the design of robust, parallelized systems required to scale massive biomedical imaging models efficiently over distributed GPU environments.

Key Responsibilities

• Understand cryoSTEM microscopy: become deeply familiar with the physics and operation of state‑of‑the‑art cryoSTEM microscopes.
• Design foundation models: create new model architectures for cryoSTEM data, informed by the strengths and limitations of cryoSTEM microscopes and their data pipeline.
• Parallel model training: deploy parallel computing systems for training large‑scale cryoSTEM foundation models.
• Project leadership: manage complex research sub‑projects and ensure research milestones are met.
• Mentorship: guide and mentor graduate students and junior researchers within the lab.
• Academic output: author high‑impact publications and produce other key deliverables to share findings with the broader scientific community.

Why Join MBZUAI?

• Top‑tier compensation: competitive salaries aligned with leading global academic institutions.
• Exceptional benefits:
  • Comprehensive health & life insurance.
  • Relocation support for international hires.
• Live in Abu Dhabi: world’s safest city, year‑round sunshine, rich culture, and modern amenities.
• Industry & government collaborations: work with top AI researchers, leading tech firms, and policymakers.

Qualifications

This position requires a PhD in Computer Science, Electrical Engineering, Artificial Intelligence, Biomedical Imaging, Computational Biology, or a closely related field.

• Research record: a strong, established track record of publications in computational microscopy, computer vision, or parallel machine learning.
• Adaptability: a demonstrated, strong willingness to learn and bridge the gap into complementary domains required by this project (computational microscopy, computer vision or parallel ML).
• Domain knowledge: experience working with biomedical imaging is highly preferred, especially electron microscopy (EM) data.
• Communication: excellent analytical, oral, and written communication skills.

Title: Computing and Mathematical Sciences Division – Postdoctoral Researcher: CryoSTEM Foundation Models

Location: Building 1B, Masdar City Abu Dhabi, United Arab Emirates