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Multiple fully-funded Ph.D. student positions in combating technical debt in Machine Learning (ML) systems in New York City
I am currently seeking multiple fully-funded Ph.D. students interested in programming languages and software engineering research for an NSF-funded project on combating technical debt in Machine Learning (ML) systems. The project—based in the heart of New York City—focuses on facilitating the long-lived evolution of ML systems through automated refactoring.
Potential research topics explored during the project may include (static/dynamic) program and data analysis and transformation, empirical software engineering, natural language processing (NLP), and Large Language Models (LLMs). Successful candidates will be expected to work on projects that generally yield open-source developer tool research prototypes, plug-ins to popular IDEs, build systems, or static analyzers. Applicants may find additional information on the PI’s web page and should also apply to the City University of New York (CUNY) Graduate Center (GC) Ph.D. program in Computer Science (deadline January 15) following a discussion with the PI. Students wishing to start earlier should speak with the PI.
(more…)Fully-funded Ph.D. student position(s) in analysis and transformations of Deep Learning programs in New York City
I am currently seeking (potentially multiple, fully-funded) Ph.D. students interested in programming languages and software engineering research for an NSF-funded project on analysis and transformations for (imperative) Deep Learning (DL) programs. The project—based in the heart of New York City—focuses on enhancing the robustness, increasing run-time performance, and facilitating the long-lived evolution of DL systems, particularly, large, industrial DL systems. For more information on the project, please see the project announcement.
Potential research topics explored during the project may include (static/dynamic) program analysis and transformation (e.g., automated refactoring) and empirical software engineering. Successful candidates will be expected to work on projects that generally yield open-source developer tool research prototypes, plug-ins to popular IDEs, build systems, or static analyzers. Applicants may find additional information on the PI’s web page. They should also apply to the City University of New York (CUNY) Graduate Center (GC) Ph.D. program in Computer Science (deadline January 15) following a discussion with the PI.
Please see below for additional details on applying. Again, the Ph.D. program deadline is January 15.
(more…)Graduate Research Assistant Positions in Programming Languages and Software Engineering
Graduate Research Assistant Position in Programming Languages and Software Engineering
Overview
I am currently seeking a graduate student interested in programming languages and software engineering research to commence at the Fall 2020 semester. While the topic is open, potential research topics may include (static/dynamic) program analysis and/or transformation (e.g., refactoring) with a focus on helping to maintain and/or evolve large and complex software efficiently, effectively, and securely. Potential topics may also include automated bug finding approaches and empirical studies. The successful candidate will be expected to work on projects that normally yield open source developer tool research prototypes, typically plug-ins to popular IDEs, build systems, or static analyzers. More information can be found on the main supervisor’s web page.
Of particular interest are students interested in applying to the City University of New York – CUNY’s Graduate Center Ph.D. program in Computer Science concurrently with the research assistantship.
Please see below for additional details on applying. (more…)
