招聘簡介：

　　·聯邦科學與工業研究組織（CSIRO）

　　·地點：澳大利亞新南威爾士州馬斯菲爾德

　　·申請截止日期：2019年6月19日

　　職位描述

　　•在文本、社交媒體和統計分析方面進行創新研究

　　•與世界一流的研究人員合作，解決世界上最大的挑戰

　　•加入CSIRO的數據61，CSIRO的數字創新部門。

　　位置

　　CSIRO早期研究職業（CERC）博士后獎學金為完成博士學位并具有不到三年相關博士后工作經驗的科學家和工程師提供了機會。

　　CSIRO博士后獎學金在精神健康的文本和社會媒體分析中的作用開發了自動分析來自心理健康論壇的帖子的算法。該CSIRO博士后將有機會通過文本、社會媒體和統計分析中的創新研究來解決澳大利亞人的重要預防性健康問題，這些研究由心理學理論提供信息并對其作出貢獻。

　　博士后將加入一個由CSIRO data61、麥格理大學（計算機科學和心理學系）和CSIRO健康與生物安全部合作的項目，匯集來自不同學科的專家。行業合作伙伴也可能參與其中。通過文本處理和社會媒體分析，本項目有很大的潛力為情感心理健康和福祉提供創新的想法和方法，這是對健康結果產生影響的巨大機會。

　　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

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