Ph.D. Research Assistantship: The Emerging Software Technologies (EST) Lab at the University of Maryland, Baltimore County (UMBC) invites applications for two Ph.D. Research Assistant positions. These positions focus on developing cutting-edge machine learning and transformer models to analyze defects and vulnerabilities in quantum and classical software codebases. This opportunity is ideal for candidates passionate about machine learning, cybersecurity, and programming languages.
Ph.D. Research Assistantship in Machine Learning and Quantum Computing
Designation
Ph.D. Research Assistant
Research Area
- Machine Learning
- Quantum Computing
- Natural and Programming Language Processing
- Cybersecurity
Location
University of Maryland, Baltimore County (UMBC), United States
Eligibility/Qualification
- Educational Background:
- Master’s degree in Computer Science or a related field with a GPA > 3.0.
- Exceptional candidates with Bachelor’s degrees and strong research publication records may also be considered.
- Skills Required:
- Strong software development and programming skills (Python, C, Go).
- Proficiency in machine learning, natural language processing, and cybersecurity.
- Experience in quantum computing is preferred but not mandatory.
- Strong scientific writing, communication, and project management abilities.
- Experience:
- Research experience with publications in reputable journals and international conferences.
Job Description
- Conduct research to develop innovative methods for detecting software defects and vulnerabilities.
- Design and implement machine learning and transformer-based applications (e.g., GPT-4, Hugging Face) for natural and programming language processing.
- Publish findings in high-impact journals and conferences.
- Collaborate with researchers and mentor master’s students.
- Work independently on research projects and lead initiatives within the lab.
How to Apply
- Email your application directly to Dr. Lei Zhang at leizhang@umbc.edu.
- Include a cover letter, CV, and post-secondary transcripts.
- Alternatively, submit your application through the UMBC Graduate School online application system:
UMBC Graduate Programs.- Mention your interest in the EST lab in your personal statement.
Last Date to Apply
January 7, 2025 (for the Fall 2025 semester).
This position particularly encourages applications from historically underrepresented groups in STEM, including Women, African Americans, Hispanics, and American Indians. Join the EST Lab and contribute to groundbreaking research in machine learning and quantum computing!
