Postdoctoral Researcher – Simulation of Thin Film Materials Processing
The Tyndall National Institute at University College Cork is inviting applications for a 12-month postdoctoral researcher position to begin as soon as possible. The project, funded by an industry client, involves first principles simulations of the processing of thin film materials, encompassing deposition and etch (ALD, ALE). This role offers the opportunity to join the Materials Modelling for Devices Group led by Michael Nolan, working alongside PhD and postdoctoral researchers in atomic level processing and having access to our extensive network of collaborators in thin film processing.
As miniaturisation continues in electronic devices and the IRDS roadmap encourages the discovery of new materials for various layers in nanoelectronic devices, it's crucial to ensure continued innovation through the processing of these new materials. Atomic level processing includes atomic layer deposition (ALD), atomic layer etching (ALE) and molecular layer deposition (MLD), with first principles simulations using density functional theory (DFT) being key to the development of atomic level processing. This allows for the screening of precursors, testing of potential chemistries and understanding deposition and etch.
This position involves working on industry-defined problems, helping in the development of novel processes. Strong time management skills, high-quality results delivery and effective communication are essential for this role.
Key Duties and Responsibilities
The project aims to develop new atomic level processing chemistries for deposition and etch. This includes running large DFT-level simulations of the processing chemistry, analysing results and disseminating findings to the industry partner. Regular meetings with the industry partner and presenting their implications are required. Depending on the candidate's background, developing machine learning models for materials and processing is also of interest.
Other Responsibilities
* Participate in education and public engagement activities, as needed.
* Ensure all activities comply with the Tyndall Quality Management system.
* Ensure all activities comply with required Health and Safety standards.
* Perform additional duties as reasonably required within the general scope and level of the post.
Minimum Qualifications
* A PhD or submitted PhD thesis at the time of application is required.
* The successful candidate will have degrees in chemistry, physics or materials science.
* A clear background in quantum chemistry, computational chemistry and computational physics is necessary.
* Background in surface and interface calculations is desirable.
* Programming and machine learning/AI experience is beneficial.
* A track record of publications, dissemination & communication of results is expected.
* Highly self-motivated, with initiative and a desire to learn.
* Excellent scientific writing and communication skills in English.
* Experience with machine learning and Python programming is advantageous.
* Prior experience in using high-performance computing infrastructure is helpful.