招聘简介：

·联邦科学与工业研究组织（CSIRO）

·地点：澳大利亚新南威尔士州马斯菲尔德

·申请截止日期：2019年6月19日

职位描述

•在文本、社交媒体和统计分析方面进行创新研究

•与世界一流的研究人员合作，解决世界上最大的挑战

•加入CSIRO的数据61，CSIRO的数字创新部门。

位置

CSIRO早期研究职业（CERC）博士后奖学金为完成博士学位并具有不到三年相关博士后工作经验的科学家和工程师提供了机会。

CSIRO博士后奖学金在精神健康的文本和社会媒体分析中的作用开发了自动分析来自心理健康论坛的帖子的算法。该CSIRO博士后将有机会通过文本、社会媒体和统计分析中的创新研究来解决澳大利亚人的重要预防性健康问题，这些研究由心理学理论提供信息并对其作出贡献。

博士后将加入一个由CSIRO data61、麦格理大学（计算机科学和心理学系）和CSIRO健康与生物安全部合作的项目，汇集来自不同学科的专家。行业合作伙伴也可能参与其中。通过文本处理和社会媒体分析，本项目有很大的潜力为情感心理健康和福祉提供创新的想法和方法，这是对健康结果产生影响的巨大机会。

英文原文：

· Commonwealth Scientific & Industrial Research Organisation (CSIRO)

· Location: Marsfield, NSW, Australia

· Application Deadline: Jun 19, 2019

Job Description

• Conduct Innovative Research in Text, Social Media and Statistical Analysis

• Work with World Class Researchers to Solve the World’s Biggest Challenges

• Join CSIRO’s Data61, the Digital Innovation Arm of CSIRO.

The Position

CSIRO Early Research Career (CERC) Postdoctoral Fellowships provide opportunities to scientists and engineers who have completed their doctorate and have less than three years relevant postdoctoral work experience.

The role of the CSIRO Postdoctoral Fellowship in Text and Social Media Analysis for Mental Well-being develop algorithms to automatically analyse posts from a mental health forum. This CSIRO Postdoc will have the opportunity to address important preventative health issues for Australians, through innovative research in text, social media and statistical analysis informed by and contributing to theories from psychology.

The postdoc will join a project that is a collaboration between CSIRO Data61, Macquarie University (Departments of Computer Science and Psychology) and CSIRO Health and Biosecurity, bringing together experts from the required different disciplines. An industry partner is also likely to be involved. This project has great potential to contribute with innovative ideas and methods for emotional mental health and wellbeing through text processing and social media analysis, representing a great opportunity to have impact on health outcomes.

Your duties will include:

• Carrying out innovative, impactful research of strategic importance to CSIRO that will, where possible, lead to novel and important scientific outcomes.

• Developing and evaluating methods and algorithms for identifying and reporting mental health states and emotional journeys through text processing, social media analysis and Time Series Analysis.

• Undertaking regular reviews of literature and patents in the appropriate areas (e.g., Social Media Analysis, Text Processing, Time Series Analysis, Data Mining/Machine Learning, and Emotion Regulation/affective science).

• Engaging with the psychologists in the project to learn relevant models of emotion regulation

• Possessing the discipline to carry out autonomous research in an interdisciplinary field including Text Processing, Machine Learning, Statistics or Psychology.

• Producing high-quality scientific and/or engineering papers suitable for publication in quality journals, for client reports and granting of patents.

• Preparing appropriate conference papers and presenting those at conferences as agreed with your supervisor.

Location: Marsfield, NSW

Salary: AU$83K - AU$94K plus up to 15.4% superannuation

Tenure: Specified Term of 3 years

Reference: 61819

To be successful you will need:

• A doctorate (or will shortly satisfy the requirements of a PhD) in a relevant discipline area, such as Computer Science (with a focus on Text Processing), Cognitive Sciences or Psychology (with a focus on emotion regulation), or Statistics (with a focus on Time Series Analysis).

Please note: To be eligible for this role you must have no more than 3 years (or part time equivalent) of postdoctoral research experience.

• Proven ability to perform analytics on large and noisy data sets (social media) using state-of-the-art technologies.

• Expertise in natural language processing and machine learning (including deep learning) on social web

• Demonstrated experience using a mathematical/analytical approach to address real world questions

• Experience in developing tools by using state-of-the-art programming languages and software practices.

• The ability to work effectively as part of a multi-disciplinary, regionally dispersed research team, plus the motivation and discipline to carry out autonomous research.

• High-level written and oral communication skills with the ability to represent the research team effectively internally and externally, including the presentation of research outcomes at national and international conferences.

• A sound history of publication in peer reviewed journals and/or authorship of scientific papers, reports, grant applications or patents.

For details about who to contact and for more information please view the Position Description

CSIRO’s Commitment to Diversity

We’re working hard to recruit diverse people and ensure all our people feel supported to do their best work and empowered to let their ideas flourish.

Flexible Working Arrangements

We work flexibly at CSIRO, offering a range of options for how, when and where you work. Talk to us about how this role could be flexible for you. Balance

About CSIRO

At CSIRO you can be part of helping to solve big, complex problems that make a real difference to our future. We spark off each other, learn from each other, trust each other and collaborate to achieve more than we could individually in a supportive, rewarding, inclusive and truly flexible environment.

Apply Online

To apply online, please provide a CV and letter outlining your suitability and motivation for the role.

Applications Close

23:00 AEST 19th June 2019