Domus Academy Milan

Schemes of Service: Research Division: Engineering Employment Type: Fixed Term As a University of Applied Learning, the Singapore Institute of Technology (SIT) works closely with industry in its research pursuits. This position is situated within the SIT x NVIDIA AI Centre (SNAIC). This role is part of an industry innovation project with a large consumer goods company, where you will develop an evaluation framework for vision-language model (VLM) with applications in the personal care sector. The research focuses on fine-grained VLM capabilities such as spatial reasoning, temporal grounding, event tracking, and domain knowledge using a curated multimodal dataset. Key Responsibilities Manage the research project together with the Principal Investigator (PI) and industry partner to ensure all project deliverables are met Design and implement evaluation frameworks and metrics for vision-language models Develop annotated video datasets and capability-tagged evaluation tasks Build end-to-end evaluation pipelines and failure mode analysis tools to analyze VLM performance across reasoning dimensions Prepare technical reports, publications, and industry-facing deliverables Mentor student assistants Candidates are to communicate with any internal or external parties to ensure project deliverables are met. Any other ad-hoc duties as assigned by Supervisor. Requirements PhD in Computer Science or related field Expertise in computer vision and vision-language models Experience with ML evaluation metrics and benchmarking Proficiency in Python and deep learning frameworks (e.g., PyTorch) Interest in applied, industry-collaborative research

A multi-faceted leadership role with the opportunity to engage internal and external stakeholders Support the placement of our students as they gain professional experience Fixed-term (12 months), part time (0.8FTE - 4 days per week) position located on our Melbourne campus About the role: Operating within Placement Services, the Team Leader Placement Services provides leadership and coordination of all administrative operations and day to day business in regard to Faculty clinical and professional placements. The Team Leader will achieve this through: Delivery of clinical practice placement administration, including a range of enquiry, invoicing and transactional services. Manage the administrative implementation of contracts with Clinical Placement Agencies, including monitoring, initiating, renewal and approvals. Manage and report on the allocation of student placements and progress of students for clinical placement completion. For full position details, refer to the position description. Contact: General enquiries can be sent to Lara Demetrios, Manager Placement Services - Placement Services at: lara.demetrios@acu.edu.au What we offer: The University pursues an excellence agenda and offers an environment where staff are welcomed and safe, and valued through development, participation and involvement. Total remuneration valued to $124,509 - $134,699 total rem (pro rata) pa, including salary component $105,212 - $113,823 (pro rata) pa (HEW 7), employer contribution to superannuation and annual leave loading. 17% employer superannuation contributions to eligible continuing and fixed-term staff. Annual leave loading of an equivalent to 17.5% of four weeks' salary pro rata payable, dependent on your commencement date. As an ACU staff member, you will have access to generous benefits which include but not limited to: flexible work, study leave, a variety of leave provisions and salary packaging. Find out more information about the benefits or working at ACU here. How to Apply: Step 1: Review the Position Description and become familiar with Our Mission and the Application process Step 2: Click the 'View Position Description and Apply' button, and populate your candidate application details, including your: Resume. Recommended responses to the Selection Criteria and Core Competencies in a cover letter (maximum 2 pages) or in the online Declaration and Criteria application page. Brief online responses to any pre-screening employment questions. Applications close: 14-JUN-2026 at 11:59pm AUS Eastern Standard Time Preferred candidates will be required to complete mandatory pre-employment declarations and background checks, including those related to gender-based violence and foreign interference, in line with ACU's compliance requirements. Candidates must hold Australian work rights to apply for this position. For permanent/ continuing roles, applicants must have permanent work rights. For further information visit Immigration and Citizenship(homeaffairs.gov.au) Your Privacy of personal information is maintained in accordance with ACU policy. For more details visit: www.acu.edu.au/careers ACU is committed to fostering an inclusive workplace culture that values diversity and enables our people to reach their potential. This is underpinned by our mission and values, grounded in our respect for all people and the advancement of the common good. In line with our commitment to equity, diversity and inclusion we welcome candidates from all backgrounds and lived experiences. ACU is recognised as a Veteran Employment Supporter and veterans are encouraged to apply. ACU offers support for candidates that may require adjustments through the recruitment process. Please contact recruitment@acu.edu.au to discuss your requirements in confidence. About ACU: Australian Catholic University (ACU) is a publicly funded university whose teaching, research and service is shaped by the vision of flourishing lives, thriving communities, and a more ethical future for our world. ACU has more than 2,500 staff and 34,000 students across eight campuses - Ballarat, Brisbane, Canberra, Melbourne, North Sydney, Strathfield, Blacktown and Rome. ACU draws on the Catholic intellectual tradition which values human reason and welcomes everyone regardless of their faith, cultural tradition or circumstances. ACU invites all staff - both academic and professional - to embrace, and to support in ways meaningful to them, its mission to respect the dignity of every human person, to seek knowledge and to advance the common good. ACU does not accept candidate applications submitted by external recruitment agencies through the ACU careers website.   Learn more about Athena Swan

Briefing: Building upon the opportunities presented by "Industry 4.0" and "Smart City" initiatives, this field integrates automation, robotics, advanced manufacturing, integrated circuit technology, and engineering management. It is dedicated to driving industrial intelligent upgrading and sustainable urban development. Disciplines： Intelligent Manufacturing Engineering Intelligent Semiconductor Manufacturing Engineering Management Major Responsibilities The successful candidates will be expected to: Deliver exceptional education, both independently or collaboratively, for undergraduate and postgraduate courses; Achieve international recognition and demonstrate leadership in their respective fields through outstanding research; Contribute to administrative tasks, ensuring efficient operations and supporting the advancement of the university's mission (applicable to senior faculty); Proactively secure external funding for research projects, promoting technological innovation; Provide exemplary supervision for student projects, internships, and theses, guiding them towards academic excellence. Qualifications Applicants should hold a doctoral degree in the relevant field. A strong track record in independent research, teaching, student supervision, and service is highly desirable. Candidates who have recently obtained their PhD with exceptional achievements may also be considered. For the positions of Chair Professor, Professor, and Associate Professor, applicants should: Demonstrate a record of world-class academic accomplishments and reputable international academic leadership; Possess extensive experience in teaching, student supervision, and securing research project funding; Demonstrate the ability to establish a distinguished research programme aligned with the University's strategic research areas; Commit to delivering high-quality teaching and supervision to a diverse student population at both undergraduate and postgraduate levels. For the Assistant Professor position, applicants should: Demonstrate strong potential in research and teaching that aligns with the University's strategic research areas. Compensation and Benefits We offer a highly competitive package, including excellent fringe benefits and research support: Competitive remuneration and attractive fringe benefits; Start-up research funding; Access to top-quality research equipment and support; Various government-sponsored talent programmes (for eligible candidates); Abundant local industry resources for collaborative horizontal projects. Application Requirements To apply for the faculty positions at CityUHK(Dongguan), please ensure that your application includes the following documents: A cover letter introducing yourself and expressing your motivation for joining CityUHK(Dongguan). Please highlight your qualifications, relevant experiences, and how you envision contributing to CityUHK(Dongguan) academic community; A comprehensive resume, which should include a full publication list showcasing your academic achievements and contributions; Research statement outlining your vision and goals for your future research endeavors within the University; Teaching statement outlining your vision and goals for your future teaching endeavors within the University; PDF files of three representative publications demonstrating the quality and impact of your scholarly work; The names and contact information of at least 3 references; Any additional supporting documents or evidence of your research, teaching, or leadership accomplishments that you believe will strengthen your application. Application Review and Contact Information Review of applications will commence promptly and continue on an ongoing basis until all positions are successfully filled. To apply, please send your application materials with the email subject line titled "Your name+Position you apply for+Field" to college@cityu-dg.edu.cn. (e.g. Applicant's Name + Assistant Professor＋ Intelligent Manufacturing and Systems Engineering) Kind reminder: To ensure your application is processed successfully, please make sure to include the required subject line in your email. For more information, please visit the University website below： https://www.cityu-dg.edu.cn/en/academic-positions