<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.3 20210610//EN" "JATS-journalpublishing1-3.dtd">
<article article-type="research-article" dtd-version="1.3" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xml:lang="ru"><front><journal-meta><journal-id journal-id-type="publisher-id">caer</journal-id><journal-title-group><journal-title xml:lang="ru">Central Asian Economic Review</journal-title><trans-title-group xml:lang="en"><trans-title>Central Asian Economic Review</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">2789-4398</issn><issn pub-type="epub">2789-4401</issn><publisher><publisher-name>Университет Нархоз</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.52821/2789-4401-2023-6-159-170</article-id><article-id custom-type="elpub" pub-id-type="custom">caer-1034</article-id><article-categories><subj-group subj-group-type="heading"><subject>Research Article</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="ru"><subject>ИНВЕСТИЦИИ, ФИНАНСЫ И УЧЕТ</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>INVESTMENT, FINANCE AND ACCOUNTING</subject></subj-group></article-categories><title-group><article-title>Навыки аналитики данных, необходимые для работы в корпоративных финансах: анализ и стратегии</article-title><trans-title-group xml:lang="en"><trans-title>Data analytics skills required for accounting industry jobs: analysis and strategies</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-5179-9359</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Ракишев</surname><given-names>Е.</given-names></name><name name-style="western" xml:lang="en"><surname>Rakishev</surname><given-names>Ye.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Алматы</p></bio><bio xml:lang="en"><p>Yeldar Rakishev – ACCA International Assembly delegate from Central Asia, Adjunct Associate Professor</p><p>Almaty</p></bio><email xlink:type="simple">yeldar.rakishev@narxoz.kz</email><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru">Университет Нархоз<country>Казахстан</country></aff><aff xml:lang="en">Narxoz University<country>Kazakhstan</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2023</year></pub-date><pub-date pub-type="epub"><day>09</day><month>04</month><year>2024</year></pub-date><volume>0</volume><issue>6</issue><fpage>159</fpage><lpage>170</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Ракишев Е., 2024</copyright-statement><copyright-year>2024</copyright-year><copyright-holder xml:lang="ru">Ракишев Е.</copyright-holder><copyright-holder xml:lang="en">Rakishev Y.</copyright-holder><license xml:lang="ru" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>Данная работа распространяется под лицензией Creative Commons Attribution 4.0.</license-p></license><license xml:lang="en" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>This work is licensed under a Creative Commons Attribution 4.0 License.</license-p></license></permissions><self-uri xlink:href="https://caer.narxoz.kz/jour/article/view/1034">https://caer.narxoz.kz/jour/article/view/1034</self-uri><abstract><sec><title>Цель исследования</title><p>Цель исследования. На сегодняшний день недостаточно конкретных советов / тактик для тех, кто заинтересован в переходе из аудита в корпоративный сектор. Цель исследования – заполнить существующий пробел и предложить конкретные тактики для начинающих профессионалов как с точки зрения понимания навыков, необходимых для перехода, так и способов развития этих навыков.</p></sec><sec><title>Методология</title><p>Методология. В этом исследовании использовался качественный исследовательский метод для изучения навыков анализа данных, необходимых для аудита и корпоративного бухгалтерского учета. В исследовании был использован тематический анализ для изучения конкретных навыков анализа данных, необходимых для аудита и корпоративного бухгалтерского учета.</p><p>Оригинальность / ценность исследования. Объединив личный опыт исследователя, отраслевые инсайты и научную литературу, это исследование дает ценную информацию о навыках анализа данных, необходимых для выполнения функций аудита и корпоративного бухгалтерского учета. Результаты и рекомендации исследования представляют собой практическое руководство для аудиторов, переходящих на должности корпоративного бухгалтера, и для корпоративных бухгалтеров, стремящихся к карьерному росту.</p></sec><sec><title>Результаты исследования</title><p>Результаты исследования. В этой статье были тщательно изучены навыки анализа данных, необходимые для корпоративного сектора, но отсутствующие в аудите из-за различий в специфике работы. Сделан обзор текущего рынка программного обеспечения и даются практические советы по изучению и применению новых инструментов, которые могут (1) обеспечить необходимые навыки для успешной смены отрасли и (2) укрепить и расширить вашу роль в корпоративном секторе.</p></sec></abstract><trans-abstract xml:lang="en"><sec><title>Purpose of the research</title><p>Purpose of the research. There’s a lack of specific advice / tactics for those interested in switching from public practice to industry. Purpose of the research is to fill the current gap and provide specific tactics for aspiring professionals both in terms of understanding the skills required to make a transition, as well as the ways to develop those skills.</p></sec><sec><title>Methodology</title><p>Methodology. This study employed a qualitative research approach to explore the data analytics skills required for audit and corporate accounting jobs. The study adopted a case study design to examine the specific data analytics skills required for audit and corporate accounting roles.</p><p>Originality / value of the research. By combining the researcher's personal experience, industry insights, and academic literature, this study provides valuable insights into the data analytics skills required for audit and corporate accounting roles. The study's findings and recommendations offer practical guidance for auditors transitioning to corporate accounting positions and for corporate accountants seeking career advancement.</p></sec><sec><title>Findings</title><p>Findings. This article delved deeply into the data analytics skills required in corporate reporting, but absent in audit due to job differences. The article provides an overview the current software market and provide practical tips on learning and practicing new tools that could (1) provide required skills for a successful industry shift and (2) cementing and upscaling your role in reporting department.</p></sec></trans-abstract><kwd-group xml:lang="ru"><kwd>профессиональная мобильность</kwd><kwd>аудитор</kwd><kwd>корпоративный бухгалтер</kwd><kwd>аналитика данных</kwd><kwd>бизнес-аналитика</kwd><kwd>аналитические навыки</kwd></kwd-group><kwd-group xml:lang="en"><kwd>professional transition</kwd><kwd>public practice</kwd><kwd>audit</kwd><kwd>industry</kwd><kwd>data analytics</kwd><kwd>data science</kwd></kwd-group></article-meta></front><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">Bragg S. The Transition from Auditing to Industry (#112) [Electronic resource] // Accounting tools [website]. – December 4, 2019. – URL: https://www.accountingtools.com/podcast-blog/112 (Accessed: 23 March 2023).</mixed-citation><mixed-citation xml:lang="en">Bragg, S. (December 4, 2019). The Transition from Auditing to Industry (#112). Accounting tools. Retrieved March 23, 2023, from https://www.accountingtools.com/podcast-blog/112.</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Transferable skills: practice to industry [Electronic resource] // ACCA Careers [website]. – 18 May 2020. – URL: https://jobs.accaglobal.com/article/transferable-skills-beyond-practice/ (Accessed: 23 March 2023).</mixed-citation><mixed-citation xml:lang="en">Transferable skills: practice to industry. (May 18, 2020). ACCA Careers. Retrieved March 23, 2023, from https://jobs.accaglobal.com/article/transferable-skills-beyond-practice/.</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Sood S. Auditing, a serious job: Top challenges faced by auditors while auditing [Electronic resource] // Times of India [website]. – April 27, 2022. – URL: https://timesofindia.indiatimes.com/blogs/voices/auditinga-serious-job-top-challenges-faced-by-auditors-while-auditing/ (Accessed: 23 March 2023).</mixed-citation><mixed-citation xml:lang="en">Sood, S. (April 27, 2022). Auditing, a serious job: Top challenges faced by auditors while auditing. Times of India. Retrieved March 23, 2023, from https://timesofindia.indiatimes.com/blogs/voices/auditing-aserious-job-top-challenges-faced-by-auditors-while-auditing/.</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Analytics in Finance and Accountancy [Electronic resource] // ACCA Professional Insights [website]. – September, 2020. – URL: https://www.accaglobal.com/content/dam/ACCA_Global/professional-insights/aifaa/CliveWebb.PI-ANALYTICS-FINANCE-ACCOUNTANCY.pdf (Accessed: 23 March 2023).</mixed-citation><mixed-citation xml:lang="en">Analytics in Finance and Accountancy. (September, 2020). ACCA Professional Insights. Retrieved March 23, 2023, from https://www.accaglobal.com/content/dam/ACCA_Global/professional-insights/aifaa/CliveWebb.PI-ANALYTICS-FINANCE-ACCOUNTANCY.pdf.</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Lacity M. C., Willcocks L. What Knowledge Workers Stand to Gain from Automation [Electronic resource] // Harvard Business Review [website]. – June 19, 2015. – URL: https://hbr.org/2015/06/whatknowledge-workers-stand-to-gain-from-automation (Accessed: 23 March 2023).</mixed-citation><mixed-citation xml:lang="en">Lacity, M. C. and Willcocks, L. (June 19, 2015). What Knowledge Workers Stand to Gain from Automation. Harvard Business Review. Retrieved March 23, 2023, from https://hbr.org/2015/06/whatknowledge-workers-stand-to-gain-from-automation.</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">ACCA Professional Insights. Audit and Technology: Report. – June, 2019. – 20 p.</mixed-citation><mixed-citation xml:lang="en">ACCA Professional Insights. (June, 2019). Audit and Technology: Report. 20 p.</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Cochran J. J. INFORMS Analytics Body of Knowledge. – Hoboken, NJ: John Wiley and Sons, Inc., 2019. – 400 p.</mixed-citation><mixed-citation xml:lang="en">Cochran, J. J. (2019). INFORMS Analytics Body of Knowledge. Hoboken, NJ: John Wiley and Sons, Inc., 400 p.</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Dzuranin A. Statement on Management Accounting. – Institute of Management Accountants, 2021. – 41 p.</mixed-citation><mixed-citation xml:lang="en">Dzuranin, A. (2021). Statement on Management Accounting. Institute of Management Accountants, 41 p.</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Webb C. Finance Insights – Reimagined [Electronic resource] // ACCA Professional Insights [website]. – June 30, 2020. – URL: https://www.accaglobal.com/gb/en/professional-insights/pro-accountants-the-future/FinanceInsights-reimagined.html (Accessed: 23 March 2023).</mixed-citation><mixed-citation xml:lang="en">Webb, C. (June 30, 2020). Finance Insights – Reimagined. ACCA Professional Insights. Retrieved March 23, 2023, from https://www.accaglobal.com/gb/en/professional-insights/pro-accountants-the-future/FinanceInsights-reimagined.html.</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Webb C., Schu P. Finance's journey to the future [Electronic resource] // ACCA Professional Insights [website]. – June 26, 2019. – URL: https://www.accaglobal.com/gb/en/professional-insights/pro-accountantsthe-future/finance-journey.html (Accessed: 23 March 2023).</mixed-citation><mixed-citation xml:lang="en">Webb, C. and Schu, P. (June 26, 2019). Finance's journey to the future. ACCA Professional Insights. Retrieved March 23, 2023, from https://www.accaglobal.com/gb/en/professional-insights/pro-accountantsthe-future/finance-journey.html.</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Holsapple C., Lee-Post A., Pakath R. A unified foundation for business analytics // Decision Support Systems. – 2014. – № 64. – P. 130-141.</mixed-citation><mixed-citation xml:lang="en">Holsapple, C., Lee-Post, A. and Pakath, R. (2014). A unified foundation for business analytics. Decision Support Systems, 64, 130-141.</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Data analytics – An information resource for IFAC members [Electronic resource] // International Federation of Accountants (IFAC) [website]. – November 9, 2018. – URL: https://www.ifac.org/knowledgegateway/preparing-future-ready-professionals/publications/data-analytics-information-resource-ifacmembers. (Accessed: 23 March 2023).</mixed-citation><mixed-citation xml:lang="en">Data analytics – An information resource for IFAC members. (November 9, 2018). International Federation of Accountants (IFAC). Retrieved March 23, 2023, from https://www.ifac.org/knowledge-gateway/preparing-future-ready-professionals/publications/data-analytics-information-resource-ifac-members.</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">D’Amore J., Mitchell S. Electronic Health Record Data Governance and Data Quality in the Real World [Electronic resource] // Healthcare Information and Management Systems Society [website]. – July 28, 2020. – URL: https://www.himss.org/resources/electronic-health-record-data-governance-and-data-qualityreal-world. (Accessed: 23 March 2023).</mixed-citation><mixed-citation xml:lang="en">D’Amore, J. and Mitchell, S. (July 28, 2020). Electronic Health Record Data Governance and Data Quality in the Real World. Healthcare Information and Management Systems Society. Retrieved March 23, 2023, from https://www.himss.org/resources/electronic-health-record-data-governance-and-data-quality-realworld.</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">D'Amore J. D., Li C., McCrary L., Niloff J. M., Sittig D. F., McCoy A. B., Wright A. Using Clinical Data Standards to Measure Quality: A New Approach // Applied clinical informatics. – 2018. – № 9(2). – P. 422-431.</mixed-citation><mixed-citation xml:lang="en">D'Amore, J. D., Li, C., McCrary, L., Niloff, J. M., Sittig, D. F., McCoy, A. B. and Wright, A. (2018). Using Clinical Data Standards to Measure Quality: A New Approach. Applied clinical informatics, 9(2), 422-431.</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">D'Amore J., Bouhaddou O., Mitchell S., Li C., Leftwich R., Turner T., Rahn M., Donahue M., Nebeker J. Interoperability Progress and Remaining Data Quality Barriers of Certified Health Information Technologies // in American Medical Informatics Association (AMIA) Annual Symposium proceedings. – San Francisco, 2018. – P. 358-367.</mixed-citation><mixed-citation xml:lang="en">D'Amore, J., Bouhaddou, O., Mitchell, S., Li, C., Leftwich, R., Turner, T., Rahn, M., Donahue, M. and Nebeker, J. (2018). Interoperability Progress and Remaining Data Quality Barriers of Certified Health Information Technologies. in American Medical Informatics Association (AMIA) Annual Symposium proceedings. San Francisco, 358-367.</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Bureau of Labor Statistics. Occupational Outlook Handbook. – Bernan Press, 2023. – 1294 p.</mixed-citation><mixed-citation xml:lang="en">Bureau of Labor Statistics. Occupational Outlook Handbook. (2023). Bernan Press. 1294 p.</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Catch them if you can: How leaders in data and analytics have pulled ahead [Electronic resource] // McKinsey. – September 19, 2019. – URL: https://www.mckinsey.com/capabilities/quantumblack/our-insights/catch-them-if-you-can-how-leaders-in-data-and-analytics-have-pulled-ahead (Accessed: 23 March 2023).</mixed-citation><mixed-citation xml:lang="en">Catch them if you can: How leaders in data and analytics have pulled ahead. (September 19, 2019). McKinsey. Retrieved March 23, 2023, from https://www.mckinsey.com/capabilities/quantumblack/ourinsights/catch-them-if-you-can-how-leaders-in-data-and-analytics-have-pulled-ahead.</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">Bersin J., Zao-Sanders M. Boost Your Team’s Data Literacy [Electronic resource] // Harvard Business Review. – February 12, 2020. – URL: https://hbr.org/2020/02/boost-your-teams-data-literacy (Accessed: 23 March 2023).</mixed-citation><mixed-citation xml:lang="en">Bersin, J. and Zao-Sanders, M. (February 12, 2020). Boost Your Team’s Data Literacy. Harvard Business Review. Retrieved March 23, 2023, from https://hbr.org/2020/02/boost-your-teams-data-literacy.</mixed-citation></citation-alternatives></ref><ref id="cit19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">Excel Power Tools for Data Analysis [Electronic resource] // Coursera [website]. – MacQuarie University, 2021. – URL: https://www.coursera.org/learn/excel-power-tools. (Accessed: 24 September 2023).</mixed-citation><mixed-citation xml:lang="en">Excel Power Tools for Data Analysis. (2021). Coursera. MacQuarie University. Retrieved September 24, 2023, from https://www.coursera.org/learn/excel-power-tools.</mixed-citation></citation-alternatives></ref><ref id="cit20"><label>20</label><citation-alternatives><mixed-citation xml:lang="ru">Microsoft Certified: Power BI Data Analyst Associate [Electronic resource] // Microsoft [website]. – August, 2023. – URL: https://learn.microsoft.com/en-us/credentials/certifications/power-bi-data-analystassociate/ (Accessed: 24 September 2023).</mixed-citation><mixed-citation xml:lang="en">Microsoft Certified: Power BI Data Analyst Associate. (August, 2023). Microsoft. Retrieved September 24, 2023, from https://learn.microsoft.com/en-us/credentials/certifications/power-bi-data-analyst-associate/.</mixed-citation></citation-alternatives></ref><ref id="cit21"><label>21</label><citation-alternatives><mixed-citation xml:lang="ru">Database and Programming tutorials [Electronic resource] // Holowczak.com [website]. – 2023. – URL: https://holowczak.com/ (Accessed: 24 September 2023).</mixed-citation><mixed-citation xml:lang="en">Database and Programming tutorials. (2023). Holowczak.com. Retrieved September 24, 2023, from https://holowczak.com/.</mixed-citation></citation-alternatives></ref><ref id="cit22"><label>22</label><citation-alternatives><mixed-citation xml:lang="ru">Access 2013 No VBA Index [Electronic resource] // Access All in One [website]. – 2013. – URL: https://www.accessallinone.com/access-2013-no-vba-index/. (Accessed: 24 September 2023).</mixed-citation><mixed-citation xml:lang="en">Access 2013 No VBA Index. (2013). Access All in One. Retrieved September 24, 2023, from https://www.accessallinone.com/access-2013-no-vba-index/.</mixed-citation></citation-alternatives></ref><ref id="cit23"><label>23</label><citation-alternatives><mixed-citation xml:lang="ru">Rice University Online Learning [Electronic resource] // Rice University [website]. – 2023. – URL: https://online.rice.edu/courses/business-statistics-and-analysis-specialization (Accessed: 24 September 2023).</mixed-citation><mixed-citation xml:lang="en">Rice University Online Learning. (2023). Official website of the Rice University. Retrieved September 24, 2023, from https://online.rice.edu/courses/business-statistics-and-analysis-specialization.</mixed-citation></citation-alternatives></ref><ref id="cit24"><label>24</label><citation-alternatives><mixed-citation xml:lang="ru">Certified Analytics Professional [Electronic resource] // Certified Analytics Professional [website]. – INFORMS, 2023. – URL: https://www.certifiedanalytics.org/ (Accessed: 24 September 2023).</mixed-citation><mixed-citation xml:lang="en">Certified Analytics Professional. (2023). Certified Analytics Professional. INFORMS. Retrieved September 24, 2023, from https://www.certifiedanalytics.org/.</mixed-citation></citation-alternatives></ref><ref id="cit25"><label>25</label><citation-alternatives><mixed-citation xml:lang="ru">Duggal N. Future Of Work: What Job Roles Will Look Like In 10 Years [Electronic resource] // Simplilearn Solutions [website]. – January 27, 2023. – URL: https://www.simplilearn.com/future-of-workarticle (Accessed: 31 March 2023).</mixed-citation><mixed-citation xml:lang="en">Duggal, N. (January 27, 2023). Future Of Work: What Job Roles Will Look Like In 10 Years. Simplilearn Solutions. Retrieved March 31, 2023, from https://www.simplilearn.com/future-of-work-article.</mixed-citation></citation-alternatives></ref><ref id="cit26"><label>26</label><citation-alternatives><mixed-citation xml:lang="ru">Schwab K. The Fourth Industrial Revolution. – Geneva: World Economic Forum, 2016. – 192 p.</mixed-citation><mixed-citation xml:lang="en">Schwab, K. (2016). The Fourth Industrial Revolution. World Economic Forum, Geneva, 192 p.</mixed-citation></citation-alternatives></ref></ref-list><fn-group><fn fn-type="conflict"><p>The authors declare that there are no conflicts of interest present.</p></fn></fn-group></back></article>
