Zhytomyr Polytechnic State University

Description The Prof. Sunil Kumar’s Research Group in the Division of Engineering, New York University Abu Dhabi, seeks to recruit a research assistant to develop AI-enabled healthcare applications. Key Responsibilities: Develop and fine-tune computer-vision models, instance segmentation, and retrieval-based estimation from images and text metadata. Build and evaluate monocular depth pipelines and implement multimodal retrieval with re-rankers for robust profile selection. Design and train advanced AI models for digital twin: 3D model learning, prediction models from imaging and molecular data, model-based simulation coupling, and uncertainty-aware outputs for lab/clinical validation. Work with 3D datasets, time-series sensors, and multi-omics or assay data to create predictive models and digital twin prototypes. Maintain reproducible code, experiments, and model/ dataset versioning; develop deployment artifacts (Docker, CI/CD scripts) and support cloud/HPC model training. Plan, run and analyze pilot studies (SME pilots and lab validation); participate in data collection, annotation and lab assay coordination. Write up results and contribute to publications, technical reports and presentations for academic and non-academic stakeholders. Minimum Qualifications: Bachelor’s or Master’s degree in computer science, electrical/computer engineering, applied mathematics, computational biology, bioengineering, or a closely related discipline. Solid experience training and evaluating AI models. Proficiency in Python and ML frameworks (PyTorch, TensorFlow). Experience with dataset curation, annotation workflows, FAISS/embedding retrieval, LLM-based parsing, RAG-style pipeline, and GPU/HPC training. Familiarity with 3D data processing or willingness to learn quickly. Publications, thesis work, or demonstrable projects in computer vision, multi-modal ML, digital twins or biomedical ML. Familiarity with uncertainty quantification and model explainability methods. Strong software engineering practices: Git, reproducible experiments, modular code, deploying models in cloud (AWS/GCP) and containerized services (Docker, Kubernetes). Good written and verbal communication skills and ability to work collaboratively across interdisciplinary teams. For consideration, applicants need to submit a cover letter, curriculum vitae with full publication list statement of research interests, transcript and three letters of reference, all in PDF format. If you have any questions, please email Prof. Prabodh Panindre at prabodh@nyu.edu. The terms of employment are very competitive and include housing and educational subsidies for children. Applications will be accepted immediately and candidates will be considered until the position is filled. Please visit our website at https://nyuad.nyu.edu/en/about/careers/postdoctoral-and-research.html for instructions and information on how to apply. About NYU Abu Dhabi https://nyuad.nyu.edu/en/ NYU Abu Dhabi is the first comprehensive liberal arts and research campus in the Middle East to be operated abroad by a major American research university. Times Higher Education ranks NYU among the top 30 universities in the world, making NYU Abu Dhabi the highest-ranked university in the UAE and MENA region. NYU Abu Dhabi has integrated a highly selective undergraduate curriculum across the disciplines with a world center for advanced research and scholarship. The university enables its students in the sciences, engineering, social sciences, humanities, and arts to succeed in an increasingly interdependent world and advance cooperation and progress on humanity’s shared challenges. NYU Abu Dhabi’s high-achieving students have come from over 120 countries and speak over 100 languages. Together, NYU's campuses in New York, Abu Dhabi, and Shanghai form the backbone of a unique global university, giving faculty and students opportunities to experience varied learning environments and immersion in other cultures at one or more of the numerous study-abroad sites NYU maintains on six continents. NYUAD is committed to upholding a culture of non-discrimination, anti-harassment, dignity, and mutual respect; providing equal access and opportunity; and fostering academic excellence in learning, research, and teaching. UAE Nationals are encouraged to apply.

The American University of the Middle East (AUM) is a private university established in 2005 in Kuwait. AUM’s mission is to provide an interactive learning environment that facilitates the development of leaders who are committed to their culture, global ethical values, and professionalism. AUM has become a landmark in the private higher education sector in Kuwait and the region through its curricula, its integrated and green campus, and a culture which embraces diversity and innovation. AUM is ranked #1 University in Kuwait as per the 2025 World University Rankings by QS and THE, making it to #611-620 in QS World and to the Top 500 in THE World. AUM is also ranked #1 in Kuwait in the Arab region rankings by QS and THE. The College of Engineering and Technology (CoET) at AUM is dedicated to maintaining high quality academic programs by adopting a learner centered approach. CoET aspires to prepare students for life-long learning and careers in engineering for engineering students, and in technology for technology students; with emphasis on leadership skills and creative work so they can lead cultural, social, and economic development. AUM College of Engineering and Technology is recruiting full-time faculty members as Instructors for its English Preparatory Program to start from Spring 2026 Semester Job Requirements A Master’s Degree in Teaching English to speakers of other languages, Linguistics, English Literature or any other related field from an internationally accredited university. CELTA, DELTA, TESOL, TEFL or any other ESL teaching certificate preferred. Ability to work in a diverse, interdisciplinary, and fast-paced environment. Have demonstrable skills in oral and written English, the language of instruction and communication on campus. Job Description Faculty members are engaged in teaching, services, research and professional development tasks. Successful candidates are expected to: Have a strong commitment to teaching excellence. Prepare teaching materials, maintain and improve competence in subjects being taught. Develop and deliver courses to students. Prepare class activities, quizzes, assessments and exams. Passionately support the departmental and college-wide activities and services with a spirit of leadership, commitment, accountability, and collegiality. Evaluate, monitor and mentor students' academic progress. Supervise and assist students in all aspects related to the courses. Guide, lead and mentor students in projects Engage actively in promoting the growth of AUM and participate in strategic activities and events. Participate in departmental and college meetings and activities. Serve and support functional activities of departmental committees. Undertake any other duties as may be directed by the Head of Department. How to Apply? Applicants are invited to apply by sending the following documents to career@aum.edu.kw: Cover Letter Curriculum Vitae (CV) with a recent photo Copies diplomas or certificates Recommendation letters, if available Equal Opportunity Employer AUM is an equal opportunity employer. It offers internationally competitive salaries, remuneration packages, research incentives, and professional development opportunities. With faculty members and staff coming from more than 60 countries, AUM is a diverse and inclusive environment. AUM campus houses cutting-edge facilities that faculty and staff can benefit from such as Sports Center, Library, Research and Innovation Center, Cultural Center, and more than 55 laboratories. Explore AUM Campus https://Virtualtour.aum.edu.kw Location AUM is located at Al-Eqaila, an urban area of Al-Ahmadi Governorate in Kuwait. Al-Eqaila is a quiet area that has a distinctive location close to the sea and is 30 km away from the Capital, Kuwait City. Al-Eqaila also has green spaces and features a wide variety of shopping centers, restaurants, cafes, and recreational spots. Kuwait has a beautiful coastline, remarkable architecture, and an abundance of cultural and historical landmarks.  https://www.aum.edu.kw/english/work-at-aum/about-kuwait Contacts      (+965) 2225 1400    career@aum.edu.kw     www.aum.edu.kw

Description The Communication Theory and Technologies (CT&T) Research Group in the Division of Engineering, New York University Abu Dhabi, seeks to recruit a Post-Doctoral Associate. The candidate will be under the supervision of CT&T Research Group Director Prof. Dr. Murat Uysal and is expected to carry out cutting-edge research on the physical layer design of wireless communication systems and explore enabling technologies for 6G and beyond wireless networks. Applicants must hold a PhD degree in electrical/electronics engineering, telecommunications or related field. Other requirements include Strong background in communication theory, signal processing, and wireless communications, Extensive experience in physical (PHY) layer algorithm design and performance analysis, Proven track record of publications in relevant IEEE journals and conferences, Strong verbal and written skills in English, Excellent analytical and problem-solving skills and capacity to pursue independent research. In addition to the above qualifications, the applicants should have prior research experience in one or more of the following research topics: Waveform design for emerging spectrum (FR3, MMW, sub-THz/THz) Extreme massive MIMO communications Analog, digital and hybrid beamforming architectures Reconfigurable intelligent surfaces Machine learning for wireless communications Hardware-constrained signal processing for wireless communications Channel modeling and characterization Applications will be accepted immediately and candidates will be considered until the positions are filled. To be considered, all applicants must submit Cover letter Curriculum vitae with full publication list BSc, MSc and PhD transcripts Research statement Contact details of at least three references. All attachments should be in PDF format. If you have any questions, please email Prof. Dr. Murat Uysal at murat.uysal@nyu.edu The terms of employment are very competitive and include housing and educational subsidies for children. About NYUAD: NYU Abu Dhabi is a degree-granting research university with a fully integrated liberal arts and science undergraduate program in the Arts, Sciences, Social Sciences, Humanities, and Engineering. NYU Abu Dhabi, NYU New York, and NYU Shanghai, form the backbone of NYU’s global network university, an interconnected network of portal campuses and academic centers across six continents that enable seamless international mobility of students and faculty in their pursuit of academic and scholarly activity. This global university represents a transformative shift in higher education, one in which the intellectual and creative endeavors of academia are shaped and examined through an international and multicultural perspective. As a major intellectual hub at the crossroads of the Arab world, NYUAD serves as a center for scholarly thought, advanced research, knowledge creation, and sharing, through its academic, research, and creative activities. EOE/AA/Minorities/Females/Vet/Disabled/Sexual Orientation/Gender Identity Employer UAE Nationals are encouraged to apply