"Research Professional II, Electrical and Computer Engineering (part-Time)"

Position Highlights

The Department of Electrical and Computer Engineering (ECE) at the University of Arizona is seeking a qualified and highly motivated Research Professional with background in AI and machine learning, including application of generative adversarial and diffusion models for synthesis of 5G/6G coverage maps, channel characterization, medical imaging and RF signal synthesis.

The successful candidate will work under the direction of Dr. Marwan Krunz, Director of the Wireless Communications and Networking (WICON) Lab, at the University of Arizona. The laboratory is actively involved in various projects related to wireless communications, networking, and security, with particular emphasis on resource allocation strategies, distributed protocol design, and security.

The incumbent will contribute to various projects on 5G and 6/G systems.

Duties & Responsibilities

• Develop and design research on generative AI /Machine Learning, including application of generative adversarial and diffusion models for synthesis of 5G/6G coverage maps, channel characterization, medical imaging, and RF signal synthesis.
• Design variational autoencoder models for RF signal classification and inference.
• Design GANs and other generative AI models for synthesis of cancer-cell images and gene expression profiles in biomedical and cancer research.
• Study new reinforcement learning and DQN designs for beam management in mobile systems.
• Investigate AI models for spectrum sharing over unlicensed and licensed bands.

Knowledge, Skills and Abilities

• Expert knowledge of AI and ML techniques, including but not limited to GANs, Autoencoders, and diffusion models.
• Strong analysis skills, research and technical writing skills.
• Ability to communicate professionally in a clear, concise manner orally and in writing.
• Skill in effectively communicating research results.
• Knowledge of computer language such as Write C#, R, or Python, Gitlab.

This job posting reflects the general nature and level of work expected of the selected candidate(s). It is not intended to be an exhaustive list of all duties and responsibilities. The institution reserves the right to amend or update this description as organizational priorities and institutional needs evolve.

Minimum Qualifications

• Bachelor's degree or equivalent advanced learning attained through experience required.
• Three years of relevant work experience or combination of education and work experience.

Preferred Qualifications

• Master's degree in Electrical and Computer Engineering, Information Systems, or related field.

FLSA:

Exempt

Full Time/Part Time:

Part Time

Number of Hours Worked per Week:

28

Job FTE:

0.70

Work Calendar:

Fiscal

Job Category:

Research

Benefits Eligible:

Yes - Full Benefits

Rate of Pay:

$53,039 - $66,299

Compensation Type:

salary at 1.0 full-time equivalency (FTE)

Grade

7

Career Stream and Level

PC2

Job Family

Researchers & Scientists

Job Function

Research

Type of criminal background check required:

Name-based criminal background check (non-security sensitive)

Number of Vacancies:

1

Contact Information for Candidates

Dr. Marwan Krunz | krunz@arizona.edu

Open Until Filled:

Yes

Documents Needed to Apply:

Resume and Cover Letter

Special Instructions to Applicant

Application: The online application should be completed in its entirety. Blank or missed information may be considered an incomplete submission.