CSIRO Postdoctoral Fellowship in Natural Language Processing and Knowledge Extraction - [Archived Advertisement]

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The Opportunity

• Do you have a PhD in Computational Linguistics, Natural Language Processing, Information Retrieval or Machine Learning?
• Are you excited to work alongside researchers and engineers within Data61?
• Join CSIRO – Australia’s National Science and Innovation Agency!

CSIRO Early Research Career (CERC) Postdoctoral Fellowships provide opportunities to scientists and engineers who have completed their doctorate and have less than three years of relevant postdoctoral work experience. These fellowships aim to develop the next generation of future leaders of the innovation system.

The Language and Social Computing (LaSC) team is seeking a CERC Fellow who will contribute to developing state-of-the-art AI technology based on the latest of Natural Language Processing (NLP) techniques.  The team’s research is currently focused on mining scientific and technical literature to help with government and industry document-related workflows. The CERC Fellow will work on projects which will have an impact through real-world applications (such as contributing to efforts that help our threatened species) as well as through publications.

Your duties will include:

• Research and develop natural language processing (NLP) and machine learning (ML) approaches in the areas of information extraction and/or text-to-text generation.
• Research and develop NLP-related technologies, with application to scientific literature and technical documents.
• Conduct ML/NLP experiments, prepare data set and scientific publications.
• Collaborate with the LaSC team in researching, developing and deploying novel NLP and ML solutions for industry and government.
• Work on client-facing projects, performing applied research on NLP and ML.

Location: Eveleigh, New South Wales
Salary: AU$92k - AU$101k plus up to 15.4% superannuation
Tenure: Specified term of 3 years
Reference: 92958

To be considered you will need:

• A doctorate (or will shortly satisfy the requirements of a PhD) in a relevant discipline area, such as Computational Linguistics, Natural Language Processing, Machine Learning, Information Retrieval, or a related field.  Please note: To be eligible for this role you must have no more than 3 years (or full-time equivalent) of postdoctoral research experience.
• Demonstrated experience of machine learning techniques and neural network methods for natural language processing.
• Demonstrated experience in using machine learning libraries with textual data.
• An excellent understanding of natural language processing and computational linguistics problems and solid programming skills with knowledge of Python and Java.
• High level written and oral communication skills with the demonstrated success of working within a research team including representing the team effectively internally and externally and presenting research outcomes at national and international conferences.

For full details about this role please view the Position Description

Eligibility

Appointment to this role is subject to provision of a national police check and may be subject to other security/medical/character requirements.

Flexible Working Arrangements

We work flexibly at CSIRO, offering a range of options for how, when and where you work. 

Diversity and Inclusion

We are working hard to recruit people representing the diversity across our society, and ensure that all our people feel supported to do their best work and feel empowered to let their ideas flourish. 

About CSIRO

At CSIRO Australia's national science agency, we solve the greatest challenges through innovative science and technology. We put the safety and wellbeing of our people above all else and earn trust everywhere because we only deal in facts. We collaborate widely and generously and deliver solutions with real impact. 

CSIRO is committed to values-based leadership to inspire performance and unlock the potential of our people.

CSIRO is committed to the safety and wellbeing of all children and young people involved in our activities and programs, whether we are undertaking research, engaging with the public or nurturing future scientists in person or online. Source – CSIRO Child Safe policy 2023

Join us and start creating tomorrow today!

How to Apply

Please apply on-line and provide a cover letter and CV that best demonstrate your motivation and ability to meet the requirements of this role.

Applications Close

6 July 2023, 11:00pm AEST