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澳大利亞聯(lián)邦科學(xué)工業(yè)研究組織(CSIRO)計(jì)算機(jī)科學(xué)(文本處理)、認(rèn)知科學(xué)或心理學(xué)(情緒調(diào)節(jié))或統(tǒng)計(jì)學(xué)(時(shí)間序列分析)博士后

時(shí)間:2019-05-22來(lái)源:中國(guó)博士人才網(wǎng) 作者:佚名

 招聘簡(jiǎn)介:

  ·聯(lián)邦科學(xué)與工業(yè)研究組織(CSIRO)

  ·地點(diǎn):澳大利亞新南威爾士州馬斯菲爾德

  ·申請(qǐng)截止日期:2019年6月19日

  職位描述

  •在文本、社交媒體和統(tǒng)計(jì)分析方面進(jìn)行創(chuàng)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(zhàn)

  •加入CSIRO的數(shù)據(jù)61,CSIRO的數(shù)字創(chuàng)新部門。

  位置

  CSIRO早期研究職業(yè)(CERC)博士后獎(jiǎng)學(xué)金為完成博士學(xué)位并具有不到三年相關(guān)博士后工作經(jīng)驗(yàn)的科學(xué)家和工程師提供了機(jī)會(huì)。

  CSIRO博士后獎(jiǎng)學(xué)金在精神健康的文本和社會(huì)媒體分析中的作用開(kāi)發(fā)了自動(dòng)分析來(lái)自心理健康論壇的帖子的算法。該CSIRO博士后將有機(jī)會(huì)通過(guò)文本、社會(huì)媒體和統(tǒng)計(jì)分析中的創(chuàng)新研究來(lái)解決澳大利亞人的重要預(yù)防性健康問(wèn)題,這些研究由心理學(xué)理論提供信息并對(duì)其作出貢獻(xiàn)。

  博士后將加入一個(gè)由CSIRO data61、麥格理大學(xué)(計(jì)算機(jī)科學(xué)和心理學(xué)系)和CSIRO健康與生物安全部合作的項(xiàng)目,匯集來(lái)自不同學(xué)科的專家。行業(yè)合作伙伴也可能參與其中。通過(guò)文本處理和社會(huì)媒體分析,本項(xiàng)目有很大的潛力為情感心理健康和福祉提供創(chuàng)新的想法和方法,這是對(duì)健康結(jié)果產(chǎn)生影響的巨大機(jī)會(huì)。

  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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