Research Fellow - ARC - Dynamic deep learning electricity demand farecasting

• Full-time, 1-year fixed-term contract with the possibility of extension; based at RMIT City campus but may be required to work and/or based at other campuses of the University
• Open to experience researchers with expertise in machine learning, time series analysis and/or statistical learning theory
• Opportunities to undertake high quality research activities funded by the Australian Research Council through collaboration with wider research teams and industry partners
• Report to the Professor Elena Pirogova, Associate Dean, Electrical and Biomedical Engineering and Dr Mahdi Jalili, Research Supervisor (Project Leader)
• Remuneration at Academic Level B ($96,564 - $ 114,672) + 17% superannuation

About us

RMIT is a multi-sector university of technology, design and enterprise with more than 91,000 students and 11,000 staff globally. RMIT offers postgraduate, undergraduate, vocational education and online programs to provide students with a variety of work-relevant pathways.

Our purpose is to offer life-changing experiences for our students, and to help shape the world with research, innovation, teaching and industry engagement. With strong industry connections forged over 130 years, collaboration with industry remains integral to RMITs leadership in education, applied and innovative research, and to the development of highly skilled, globally focused graduates.

Culture

Our Values inspire us, wherever we are in the world, and guide how we live and work together.

Imagination. Agility. Courage. Passion. Impact. Inclusion.

What unites us is our purpose and our values; they are at the heart of who we are, what we stand for, how we make decisions and connect with each other.

Our people make everything at the University possible. We encourage new approaches to work and learning, stimulating change to drive positive impact. RMIT exists to create transformative experiences for our students, getting them ready for life and work. You will be a part of a productive and collaborative team, who values working relationships and outcomes through open and inclusive planning, continuous information sharing and transparent work practices. When you join our team, you'll be able to access a range of benefits. From travel to fitness, there's something for everyone.

About the College

The School of Engineering comprises a diverse range of disciplines: Aerospace Engineering & Aviation; Chemical & Environmental Engineering; Civil & Infrastructure Engineering; Electrical & Biomedical Engineering; Electronic & Telecommunication Engineering; Manufacturing, Materials & Mechatronic Engineering; Mechanical & Automotive Engineering.

As a top 100 university in the world for engineering (2015 QS Rankings by Faculty; Engineering and Technology), RMIT Engineering provides students with work-relevant education programs, access to excellent research facilities and opportunities to engage in creative real-world project work through robust relations with local and international industry leaders.

RMIT Engineerings education is based on innovation and creativity. Key discipline areas in the School of Engineering provide programs with flexible pathways to global careers or postgraduate research.

More details on the School of Engineering in this link.

About You and the Role

In this role, you will work independently as well as collaboratively with the team of national and international researchers in contributing to quality research publications in high impact journals focusing on the research and development activities of deep learning applications in electricity demand forecasting. You will actively contribute in preparing and submitting competitive research grant proposals and applications in particularly targeting Category 1 outcomes. In addition, you are required to contribute 10% of your time to mentor & supervise postgraduate students and participate in learning program activities in appropriate to areas of expertise.

You will have:

• Excellent track record of published research work in machine learning, data analytics, time series analysis and modelling and deep neural networks in top journals & conferences
• Capability to communicate and present research findings, concepts and knowledge with sound problem-solving & analytical skills
• Ability to manage and plan time effectively and efficiently to conduct innovative research independently and collaboratively across multi-disciplinary team, industry and government to achieve project demands and outcomes
• Demonstrated experience co-supervising postgraduate by research students and the ability to teach in the relevant areas of expertise

Qualifications

PhD qualification in Applied Mathematics, Statistics, Computer Science or Electrical Engineering.

Mandatory: Candidate with experience in machine learning, time series analysis and/or statistical learning theory is highly regarded

Note: Appointment to this position is subject to passing a Working with Children check.

Bring your whole self to work:

We are better for our diversity. When we listen to those who are different to us, or challenge us, we grow stronger together. When we feel like we belong, we can achieve so much more. We respect each other, embrace our differences and build a sense of belonging in our team and beyond.

Were proud to share with you some of our wins:

• RMIT University is an Athena SWAN member with Bronze Award accreditation and the College of Science, Engineering and Health is central to driving improvements in gender equality, diversity and inclusion, particularly in the Science, Technology, Engineering, Mathematics and Medicine (STEMM) disciplines.
• We are ranked #1 in the world for our efforts to reduce inequality in the Times Higher Education (THE) Impact Rankings 2020.
• RMIT University is placed 10^th in overall Times Higher Education (THE) Impact Rankings 2020, rocketing up from 82nd place in 2019.
• We placed 11^th in the 2019 Talent Board APAC Candidate Experience Awards.
• RMIT was placed 10th in the 2019 Randstad Employer Brand Research Awards, up five spots from 2018.
• We were named as an Employer of Choice for Gender Equality by the Workplace Gender Equality Agency in 2019.
• We achieved Gold Employer status for LGBTIQ inclusion in the Australian Workplace Equality Index (AWEI) in 2018 and now in 2019.
• We were recognised as a top five employer in 2018 for workplace accessibility with the Australian Network on Disability.
• The launch of our second Reconciliation Plan, Dhumbah Goorowa- a "commitment to share" - an important step in our reconciliation journey.

To Apply

Please submit your updated resume and cover letter outlining your experience & achievements by clicking on the 'Apply now link. Please note that a separate response to Key Selection Criteria as stated on the Position Description is required. For further information about this position, please see Position Description below. For any enquiries, please contact Dr Mahdi Jalili (madhi.jalili@rmit.edu.au)

Applications close on Thursday 25^th June 2020.

We are also happy to make adjustments to the recruitment process for your accessibility requirements. Please contact us via your preferred type of communication: email TalentSupport@rmit.edu.au or call Kassie on +61399252442 with your request(s).

RMIT is an equal opportunity employer committed to be a child safe organisation. We are dedicated to attracting, retaining and developing our people regardless of gender identity, ethnicity, sexual orientation, disability and age. Applications are encouraged from all sectors of the community and we strongly encourage applications from the Aboriginal and/or Torres Strait Islander community.

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