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2 | Your BI Seniority profile by 6 main competencies | Inspired by Reveal the Data | ||||||||||||||||||||||||||||
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26 | List of skills | Your self-estimation | Your score | Junior | Middle | Senior | Lead | How to develop the skill | ||||||||||||||||||||||
27 | 2,4 | 1,4 | 2,4 | 3,5 | 3,7 | |||||||||||||||||||||||||
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29 | 1 | Business analysis | 1,6 | 1,2 | 2,2 | 3,4 | 3,9 | link 1 | link 2 | link 3 | link 4 | link 5 | link 6 | |||||||||||||||||
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31 | 1.1 | Dashboard development according to technical specification/layout | I can implement the dashboard according to the mockup and find the solutions I don't know on the web | 2 | 2 | 3 | 4 | 4 | https://sense23.com/post/kak-sozdavat-poleznye-dlya-biznesa-dashbordy-algoritm-printsipy-verstki-instrumenty-arhitektura | https://www.youtube.com/watch?v=vWXBpLrYhgg&t=462s | https://miro.com/app/board/o9J_kpOMVFA=/ | |||||||||||||||||||
32 | 1.2 | Gathering the requirements for a dashboard targeted to a small audience | I can moderate a session with up to 10 customers, set up the priorities and manage the discussion, understand all the stakeholders and align the requirements with them | 4 | 2 | 3 | 4 | 4 | https://sense23.com/post/kak-sozdavat-poleznye-dlya-biznesa-dashbordy-algoritm-printsipy-verstki-instrumenty-arhitektura | https://www.youtube.com/watch?v=vWXBpLrYhgg&t=462s | https://miro.com/app/board/o9J_kpOMVFA=/ | https://datanature.ru/analiztrebovanii | https://www.ireb.org/en/downloads/tag:handbook | |||||||||||||||||
33 | 1.3 | Gathering the requirements for a dashboard targeted to 50+ users (large audience) | I can conduct a research of users' behavior and needs, investigate the business processes | 3 | 1 | 2 | 3 | 4 | https://sense23.com/post/kak-sozdavat-poleznye-dlya-biznesa-dashbordy-algoritm-printsipy-verstki-instrumenty-arhitektura | https://www.youtube.com/watch?v=vWXBpLrYhgg&t=462s | https://miro.com/app/board/o9J_kpOMVFA=/ | https://datanature.ru/analiztrebovanii | https://www.modernanalyst.com/Resources/Articles/tabid/115/ID/6074/The-6-Most-Important-Requirements-Practices.aspx | |||||||||||||||||
34 | 1.4 | Ability to understand that a dashboard is not needed and to propose another solution | If the request seems to be covered by existing solutions I readdress it. Othervise I perform it as requested | 2 | 1 | 2 | 3 | 4 | https://www.klipfolio.com/blog/starter-guide-to-dashboards | https://www.datapine.com/blog/strategic-operational-analytical-tactical-dashboards/ | https://www.datapine.com/blog/dashboard-design-principles-and-best-practices/ | https://en.wikipedia.org/wiki/Dashboard_(business) | https://inside.getyourguide.com/blog/2020/7/28/10-tips-on-effective-communication-in-business-intelligence | |||||||||||||||||
35 | 1.5 | Analysis of the analytics needs for the department and development of a system of reports | Can prioritize requirements and develop a system of reports that meets business needs and aligns with industry best practices. I understand the use cases for the dashboards and make a research on necessary improvements | 3 | 1 | 2 | 4 | 4 | https://vitalflux.com/dashboard-purpose-advantages-disadvantages/ | https://www.business2community.com/business-intelligence/dashboards-vs-reports-and-when-to-use-which-02312013 | https://habr.com/ru/company/yougile/blog/451256/ | https://www.tableau.com/learn/blueprint | ||||||||||||||||||
36 | 1.6 | Check that the dashboard works correctly/Testing | Select an option | 0 | 1 | 2 | 3 | 4 | https://tableau.pro/m10?ysclid=l6agpblrb8230205835 | https://help.tableau.com/current/pro/desktop/en-us/dashboards_best_practices.htm | https://uxplanet.org/checklist-for-perfect-dashboard-design-771a6f630acd | https://apedatascientist.com/2021/08/18/dashboard-qa-and-uat-strategy/ | https://docs.google.com/spreadsheets/d/1wrU1YbOe2KBaCd4MT2QRJLS52ErqMeCvS2XKmE7otK4/edit#gid=0 | |||||||||||||||||
37 | 1.7 | Expertise in business domains | Have a basic understanding of the business domain with guidance. I know contact persons on the customer side | 1 | 1 | 2 | 4 | 4 | https://www.bridging-the-gap.com/new-business-domain/ | https://l-a-b-a.com/blog/2602-aleksandr-barakov-bi-komanda-dolzhna-sozdavat-analiticheskuyu-tyagu-v-biznese | ||||||||||||||||||||
38 | 1.8 | Data interpretation and storytelling | I have a basic understanding of the data on the dashboard, can walk-through the user on what data is presented on the dashboard and answer specific questions when asked | 1 | 1 | 2 | 3 | 4 | https://www.storytellingwithdata.com/books | https://www.umass.edu/mwwp/pdf/intmanl.pdf | https://www.youtube.com/watch?v=8EMW7io4rSI | https://phrazor.ai/blog/data-storytelling-for-business | https://www.susielu.com/data-viz/storytelling-in-dashboards | https://youtu.be/cSR5Vuf30MU | ||||||||||||||||
39 | 1.9 | Dashboard as a product / Data as a product thinking | Select an option | 0 | 1 | 2 | 3 | 4 | https://www.youtube.com/watch?v=ymsswuIoXz8 | https://www.youtube.com/watch?v=96nfI6ie4Jk | https://ux-journal.ru/kak-stroit-customer-journey-map.html | https://habr.com/ru/company/netologyru/blog/494808/ | https://www.youtube.com/watch?v=Vy_rq-x9QEo | https://dataliteracy.ru/speak09 | ||||||||||||||||
40 | 1.10 | Statistics foundations | Select an option | 0 | 1 | 2 | 3 | 3 | https://stepik.org/course/76/promo#toc | http://info.levandovskiy.info/wp-content/uploads/2018/10/Statistika_i_kotiki.pdf | https://www.coursera.org/learn/descriptive-statistics-statistical-distributions-business-application?specialization=business-statistics-analysis | |||||||||||||||||||
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42 | 2 | Tableau | 2,8 | 1,8 | 2,9 | 3,9 | 3,4 | https://tableau.pro/bookofmarathon42 | https://www.tableau.com/support/knowledgebase#desktop | https://public.tableau.com/profile/benoit.lavergne5668#!/vizhome/TrainingPlan_15849733488110/TableauTrainingPlan | https://www.tableau.com/learn/training/ | https://www.youtube.com/playlist?list=PLGoEZLY2VtZ8YwIQ9rZ0P99N-HrbpRZVO | ||||||||||||||||||
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44 | 2.1 | Data connection, data model preparation, extracts settings | I easily can choose appropriate data connection type and understand advantages, disadvantages, and use cases for each one, can do extract optimization, incremental refresh | 4 | 2 | 3 | 4 | 3 | https://www.tableau.com/learn/training/ | |||||||||||||||||||||
45 | 2.2 | Data blending and relations. Understainding when and what type to use | I can choose the most appropriate data model to optimize workbook performance, understand the underlying SQL queries performed by each type | 4 | 2 | 3 | 4 | 3 | https://www.youtube.com/playlist?list=PLGoEZLY2VtZ8YwIQ9rZ0P99N-HrbpRZVO | https://interworks.com/blog/2020/04/21/comparing-tableaus-new-relationships-blends-joins/ | https://www.tableau.com/blog/relationships-part-1-meet-new-tableau-data-model | https://www.youtube.com/watch?v=G_1uRWwX3Xg | https://help.tableau.com/current/pro/desktop/en-us/datasource_dont_be_scared_deeper.htm | |||||||||||||||||
46 | 2.3 | Workbooks and data sources publishing on the server | I understand what settings to set when publishing a book to the server (tabbed view, show selections, tags, sheets etc.) | 1 | 2 | 3 | 4 | 3 | https://help.tableau.com/current/pro/desktop/en-us/publish_datasources_about.htm | |||||||||||||||||||||
47 | 2.4 | Text and charts formating | I know how to change colors, axes formating, text size and font | 2 | 2 | 3 | 4 | 3 | https://help.tableau.com/current/pro/desktop/en-us/formatting.htm | https://www.youtube.com/watch?v=HVHNGLrF6NU | https://www.youtube.com/watch?v=aqHpQR3jx9I | |||||||||||||||||||
48 | 2.5 | Calculated fields | I can solve any task using calculations. I understand when it's better to move the calculation to the data source | 3 | 2 | 3 | 4 | 3 | https://hevodata.com/learn/tableau-calculated-fields/ | https://help.tableau.com/current/pro/desktop/en-gb/functions_operators.htm | https://help.tableau.com/current/pro/desktop/en-us/functions.htm | https://datanature.ru/tableaucalculationtips | ||||||||||||||||||
49 | 2.6 | Table calculations | I understand how to improve performance of table calculations, understand specifics of Total() function | 4 | 2 | 3 | 4 | 4 | https://hevodata.com/learn/tableau-table-calculations/ | https://help.tableau.com/current/pro/desktop/en-us/functions_functions_tablecalculation.htm | https://interworks.com/blog/2021/07/09/tableau-table-calculation-highlights-advanced-options/ | https://revealthedata.com/blog/all/osobennosti-raboty-funkcii-total/ | ||||||||||||||||||
50 | 2.7 | Nested table calculations | I know how to use it through "Add secondary calculation" | 2 | 2 | 3 | 4 | 4 | https://www.youtube.com/watch?v=hIw05HIud4k | |||||||||||||||||||||
51 | 2.8 | Level of detail calculations | I understand the difference between INCLUDE, EXCLUDE, and FIXED, know their place in the order of operations | 3 | 2 | 3 | 4 | 4 | https://hevodata.com/learn/lod-tableau/ | https://revealthedata.com/blog/all/lody-poryadok-operaciy-i-kak-rabotaet-tablo/ | ||||||||||||||||||||
52 | 2.9 | Order of operations | I know the order of calculations and its effect, know the difference betwwen the context and standard filters | 2 | 2 | 3 | 4 | 4 | https://help.tableau.com/current/pro/desktop/en-us/order_of_operations.htm | https://www.flerlagetwins.com/2020/09/order-of-operations.html | https://www.thedataschool.co.uk/harry-cooney/tableaus-order-of-operations | https://revealthedata.com/blog/all/lody-poryadok-operaciy-i-kak-rabotaet-tablo/ | ||||||||||||||||||
53 | 2.10 | Sets, bins and groups | I can create and use sets, bins and groups | 2 | 2 | 3 | 4 | 4 | https://datavizguru.com/tableau/groups-vs-sets-vs-bins-vs-parameters/ | https://datacrunchcorp.com/tableau-sets/ | ||||||||||||||||||||
54 | 2.11 | Parameters | I can implement parameter actions, use dynamic parameters | 3 | 2 | 3 | 4 | 3 | https://help.tableau.com/current/pro/desktop/en-us/parameters_create.htm | https://help.tableau.com/current/pro/desktop/en-us/changing-views-using-parameters.htm | https://datacrunchcorp.com/tableau-parameters/ | https://help.tableau.com/current/pro/desktop/en-us/actions_parameters.htm | https://tableau.pro/m06 | https://data-tools.org/tableau-parameters-basic-1/ | ||||||||||||||||
55 | 2.12 | Containers, floating and tiled blocks, layouts | I understand the difference between different types of containters and how to use them | 2 | 2 | 3 | 4 | 4 | https://www.algorhythmblog.be/2021/05/06/tableau-containers/ | https://www.nextlytics.com/blog/dashboarding-with-tableau-work-with-layout-containers | https://www.youtube.com/watch?v=GE1czOiI-8o | |||||||||||||||||||
56 | 2.13 | Interactivilty and actions (filter, set, parameter, URL actions) | I know how to optimise user experience and report performance with actions | 3 | 2 | 3 | 4 | 3 | https://tableau.pro/m34 | https://help.tableau.com/current/pro/desktop/en-us/actions.htm | ||||||||||||||||||||
57 | 2.14 | Performance analysis and improvement | I can make and analyse a performance recording | 3 | 2 | 3 | 4 | 3 | https://nastengraph.medium.com/%D1%81%D0%BE%D0%B2%D0%B5%D1%82%D1%8B-%D0%BF%D0%BE-%D1%83%D0%BB%D1%83%D1%87%D1%88%D0%B5%D0%BD%D0%B8%D1%8E-%D0%BF%D0%B5%D1%80%D1%84%D0%BE%D0%BC%D0%B0%D0%BD%D1%81%D0%B0-%D0%B4%D1%8D%D1%88%D0%B1%D0%BE%D1%80%D0%B4%D0%BE%D0%B2-%D0%B2-tableau-cca4c0e2e9b7 | https://www.tableau.com/sites/default/files/2021-10/Designing-Efficient-Workbooks-2021-Interworks_0.pdf | https://failover-origin-www.tableau.com/web/sites/default/files/2021-06/Designing-Efficient-Workbooks_2021.pdf | https://help.tableau.com/current/pro/desktop/en-us/perf_record_create_desktop.htm | https://interworks.com/blog/2018/05/16/the-tableau-performance-optimization-flowchart/ | https://www.youtube.com/watch?v=NhPaJIpoT8E | ||||||||||||||||
58 | 2.15 | Data source architecture (long/wide tables etc.) | I can set a task to the Data engineer on preparation of a data mart | 2 | 1 | 3 | 4 | 3 | https://towardsdatascience.com/long-and-wide-formats-in-data-explained-e48d7c9a06cb | |||||||||||||||||||||
59 | 2.16 | Style code (naming, comments, structure) | I organize the workbook to make it easy to support (use descriptions for fields and sheets) | 3 | 2 | 3 | 4 | 3 | https://interworks.com/blog/2021/04/09/tableau-naming-conventions-our-best-advice-for-calcs-sheets-more/ | https://datanature.ru/tableaucalculationtips | https://habr.com/ru/company/manychat/blog/468953/ | |||||||||||||||||||
60 | 2.17 | Server content management | I conduct a full cycle of change management | 4 | 1 | 2 | 4 | 3 | https://help.tableau.com/current/server/en-us/manage_server.htm | https://www.udemy.com/course/tableauserver2019/?utm_source=adwords&utm_medium=udemyads&utm_campaign=LongTail_la.EN_cc.ROW&utm_content=deal4584&utm_term=_._ag_77879424214_._ad_535397245866_._kw__._de_c_._dm__._pl__._ti_dsa-1007766171552_._li_21582_._pd__._&matchtype=&gclid=EAIaIQobChMIib-Ouvqb-QIVgwWiAx03TADUEAAYASAAEgIW6vD_BwE | https://help.tableau.com/current/server/en-us/sites_toc.htm | https://help.tableau.com/current/offline/en-us/tableau_server_windows.pdf | ||||||||||||||||||
61 | 2.18 | Understanding of server work principles | I know the technical architecture of the server | 3 | 1 | 2 | 3 | 3 | https://public.tableau.com/app/profile/technical.product.marketing/viz/TableauServerProcessScenarios/ServerArchitectureFlow?publish=yes | https://help.tableau.com/current/server/en-us/processes.htm | https://public.tableau.com/shared/Q9HRJNJM2?:display_count=yes&:origin=viz_share_link&:showVizHome=no | |||||||||||||||||||
62 | 2.19 | Row-Level-Security | I know data sources aimed to set-up RLS, understand the logic of RLS methods | 3 | 2 | 3 | 4 | 4 | https://help.tableau.com/current/server/en-us/rls_options_overview.htm | https://www.youtube.com/watch?v=YB1b_TTk-t8 | https://hevodata.com/learn/tableau-row-level-security/ | https://tarsolutions.co.uk/blog/row-level-security-in-tableau/ | ||||||||||||||||||
63 | * | Maps, geo-data, polygons, layres | https://mindmajix.com/tableau-maps | https://training-nyc.com/learn/tableau/expanding-map-possibility-with-spatial-files | https://libraries.uta.edu/news-events/blog/using-shapefiles-tableau | https://tableau.pro/m08 | ||||||||||||||||||||||||
64 | * | Tableau rest API development | https://help.tableau.com/current/api/rest_api/en-us/REST/rest_api_get_started_tutorial_intro.htm | https://github.com/tableau/server-client-python;https://github.com/tableau/rest-api-samples | https://help.tableau.com/current/api/rest_api/en-us/REST/rest_api.htm | https://tableau.github.io/server-client-python/docs/ | https://tableau.github.io/server-client-python/docs/api-ref | https://www.youtube.com/watch?v=NHomg6M9RcA | ||||||||||||||||||||||
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66 | 3 | Design & viz | 1,7 | 1,7 | 2,8 | 3,8 | 4,0 | https://youtu.be/jDY_G1fb2p4 | https://revealthedata.com/blog/all/navyki-dlya-vizualizacii-dannyh-i-dataviz-inzhenerov/ | https://clauswilke.com/dataviz/ | https://blog.datawrapper.de/beautifulcolors/ | https://bureau.ru/bb/soviet/20160503/ | https://miro.com/app/board/uXjVOAd5rXM=/ | |||||||||||||||||
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68 | 3.1 | Layout design: selection of the optimal report structure and dashboard composition | I just include all views on the dashboard choosing the layout intuitively | 1 | 2 | 3 | 4 | 4 | https://ux.pub/editorial/10-pravil-proiektirovaniia-panieli-dashbordov-29hb | https://revealthedata.com/blog/all/dashboard-templates/ | https://t.me/revealthedata/673 | https://www.youtube.com/watch?v=jWHsLAosIIg | https://www.datapine.com/blog/strategic-operational-analytical-tactical-dashboards/ | https://miro.com/app/board/uXjVOAd5rXM=/ | ||||||||||||||||
69 | 3.2 | Chart type selection for a task | I have in mind a standard pack of visualizations that fit particular purposes. I can identify appropriate chart types for more complex tasks. Can also recognize when a chart type may not be appropriate for the given data. | 2 | 2 | 3 | 4 | 4 | https://chart.guide/charts/chart-choosing/ | http://datavizproject.com/ | https://datayoga.ru/vizcards | https://www.litres.ru/aleksandr-bogachev/grafiki-kotorye-ubezhdaut-vseh/ | https://public.tableau.com/en-us/gallery/visual-vocabulary | https://www.data-to-viz.com/ | ||||||||||||||||
70 | 3.3 | Selection and creation of rare chart types for a task (not line, bar, pie, crosstab) | I use complex visualizations to make the dashboard more beautiful | 2 | 1 | 3 | 4 | 4 | https://www.dataviz-inspiration.com/ | https://www.data-to-viz.com/ | http://datavizproject.com/ | |||||||||||||||||||
71 | 3.4 | Using Gestalt principles in design | I'm not familiar with that concept | 1 | 2 | 3 | 4 | 4 | https://medium.com/nightingale/how-to-apply-gestalt-psychology-principles-in-data-visualization-6242f4f1a3de | https://t.me/nastengraph/2355 | ||||||||||||||||||||
72 | 3.5 | Rules and principles of data visualization - Tufte skills | I heard about that, apply similar principles intuitively | 2 | 2 | 3 | 4 | 4 | https://www.edwardtufte.com/tufte/books_vdqi | https://www.edwardtufte.com/tufte/books_vdqi | https://bureau.ru/soviet/teoriya-blizosti/ | https://www.artlebedev.ru/kovodstvo/sections/136/ | https://bureau.ru/soviet/20140818/ | |||||||||||||||||
73 | 3.6 | Using Color and color palettes | I can select appropriate color palettes for different visualizations and can use color effectively to highlight data | 2 | 1 | 2 | 3 | 4 | https://blog.datawrapper.de/beautifulcolors/ | https://www.sessions.edu/color-calculator/ | https://www.youtube.com/watch?v=HI49FJu9Kbc | https://leftjoin.ru/all/color-in-visualisations/ | https://link.medium.com/ENaA0YBNwkb | https://coolors.co/image-picker | ||||||||||||||||
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75 | 4 | Management | 2,5 | 1,1 | 1,9 | 2,9 | 4,0 | https://bureau.ru/soviet/fff/selected/ | https://bureau.ru/soviet/clients/selected/ | |||||||||||||||||||||
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77 | 4.1 | Expectations management and communication about arising issues | I evaluate the task and situation and communicate the risks beforehands to manage proper expectations; if issues appear, communicate them right away for fast resolution | 3 | 1 | 2 | 3 | 4 | https://habr.com/ru/company/netologyru/blog/445510/ | https://vc.ru/dev/285103-ob-upravlenii-ozhidaniyami-v-proektnoy-deyatelnosti | https://miro.com/app/board/uXjVOLLzsE4=/ | https://www.litres.ru/dzhim-kemp/snachala-skazhite-net-sekrety-professionalnyh-peregovorschikov-2/ | ||||||||||||||||||
78 | 4.2 | Parallel development of 2-3 dashboards | I can be in the process of development of several new dashboards in parallel, switching the context from one to another when there is a time lag in development (e.g. UAT) or change of priorities | 3 | 1 | 2 | 3 | 4 | https://www.liquidplanner.com/blog/10-strategies-managing-multiple-projects/ | https://rindle.com/blog/how-to-manage-multiple-projects-at-the-same-time | https://bureau.ru/soviet/selected/aleksey-mihaylov/kak-upravlyat-soboy-i-delami/ | |||||||||||||||||||
79 | 4.3 | Full cycle dashboard development management | I make up a work plan for the team, organize teamwork and processes | 4 | 1 | 2 | 3 | 4 | https://www.youtube.com/watch?v=vWXBpLrYhgg&t=462s | https://miro.com/app/board/o9J_kpOMVFA=/ | https://www.wrike.com/project-management-guide/project-lifecycle/ | https://www.wrike.com/project-management-guide/methodologies/ | ||||||||||||||||||
80 | 4.4 | Autonomy / Self-management | I understand the goals of my work, plan and organize resources for their achievement and control the results | 3 | 1 | 2 | 3 | 4 | https://prodasch.ru/blog/infografika/metody-taym-menedzhmenta-v-infografike/ | https://happymonday.ua/ru/kak-poluchyt-svobodu-y-avtonomnost-v-rabote | https://asana.com/ru/resources/how-prioritize-tasks-work | https://www.litres.ru/maksim-dorofeev/dzhedayskie-tehniki/ | ||||||||||||||||||
81 | 4.5 | Organization of teamwork (3-5 persons) | I understand how to organize the work, can backfill the manager during his/her vacation | 3 | 1 | 2 | 3 | 4 | https://agilemanifesto.org/iso/ru/manifesto.html | https://www.scrumguides.org/ | https://www.spica.com/blog/how-to-manage-a-small-team | https://www.mann-ivanov-ferber.ru/books/biznesroman/arshipfable/ | https://www.ozon.ru/product/scrum-na-praktike-vysokaya-produktivnost-i-rezultaty-pryamo-seychas-507385996/?sh=7ZXOG6eeTw | |||||||||||||||||
82 | 4.6 | Interviewing and assessment of proficiency of candidate/employee | I am not involved in the interviewing process but I can prepare a task for a candidate | 2 | 1 | 2 | 3 | 4 | https://klever.blog/how-to-conduct-technical-interview/ | https://luxoft.csod.com/ui/lms-learning-details/app/curriculum/631a88c7-0035-4365-b395-d0bc7881631d | ||||||||||||||||||||
83 | 4.7 | Training BI developers | I can support newcomers with the topics of corporate structure, systems and processes | 2 | 1 | 2 | 3 | 4 | https://revealthedata.com/blog/all/matrica-kompetenciy-bi-analitika/ | |||||||||||||||||||||
84 | 4.8 | Change management | I understang the general impact of changes I make, communicate the changes by means of email notification before implementation | 2 | 1 | 2 | 3 | 4 | https://www.shrm.org/hr-today/news/hr-magazine/spring2021/pages/managing-change.aspx | https://www.mann-ivanov-ferber.ru/books/upravljaja_izmenenijami/ | ||||||||||||||||||||
85 | 4.9 | Presentation skills | I can prepare clear and laconic slides and present results of my work | 2 | 1 | 2 | 3 | 4 | https://www.litres.ru/barbara-minto/princip-piramidy-minto-r-zolotye-pravila-myshleniya-delovogo/ | https://www.thedataschool.com.au/summer-dong/how-to-present-a-tableau-dashboard/ | http://muratbuffalo.blogspot.com/2015/02/how-to-present-your-work.html | |||||||||||||||||||
86 | 4.10 | Stakeholder Management | I understand in general the needs and interests of my customers, but I'm not actively involved in communication | 2 | 2 | 2 | 3 | 4 | https://towardsdatascience.com/data-analyst-guide-to-stakeholder-management-728413c19449 | |||||||||||||||||||||
87 | 4.11 | Creation and development of BI-community | I'm not experienced enough to consult others but i can answer user questions after some guidance | 1 | 1 | 1 | 2 | 4 | https://www.tableau.com/learn/blueprint | https://miro.com/app/board/o9J_lha8MnM=/ | ||||||||||||||||||||
88 | 4.12 | Understanding of different BI models (Self-Service, Centrilized BI), designing BI strategy | I understand the different BI models, for which cases and how those are best implemented in the oragnization. | 3 | 1 | 2 | 3 | 4 | https://miro.com/app/board/o9J_lha8MnM=/ | https://www.tableau.com/learn/blueprint | ||||||||||||||||||||
89 | ||||||||||||||||||||||||||||||
90 | 5 | Data preparation | 3,0 | 1,0 | 2,0 | 3,5 | 3,0 | |||||||||||||||||||||||
91 | ||||||||||||||||||||||||||||||
92 | 5.1 | SQL | I can design and optimize database schemas, write stored procedures, and fine-tune SQL queries for performance. | 3 | 1 | 2 | 3 | 3 | https://www.hackerrank.com/domains/sql | https://docs.microsoft.com/en-us/sql/t-sql/language-reference?view=sql-server-ver16 | https://www.w3schools.com/sql/default.asp | https://learning.oreilly.com/videos/advanced-applied-sql/9781788470803/ | https://stackoverflow.com/questions/tagged/sql | https://datalearn.ru/kurs-po-sql | ||||||||||||||||
93 | 5.2 | Data catalogue knowledge. Orientation in data sources | I understand the main sources in the domains I am involved in; know where to find the necessary information on all data sources | 3 | 1 | 2 | 4 | 3 | https://www.youtube.com/watch?v=-CPiOe9rnh0 | |||||||||||||||||||||
94 | * | Working with version control systems | I Understand the basics of version control, such as creating and cloning a repository, committing changes, and resolving merge conflicts. Requires guidance and review from more senior team members. | |||||||||||||||||||||||||||
95 | * | Python | I can write Python code for moderately complex tasks and use third-party libraries for data processing and visualization. | https://stepik.org/course/67/promo | https://www.edx.org/course/introduction-to-computer-science-and-programming-7?index=product&queryID=4e8347fbd70a90e35502200e2277701a&position=3 | https://towardsdatascience.com/sqlalchemy-python-tutorial-79a577141a91 https://habr.com/ru/company/domclick/blog/581304/ | ||||||||||||||||||||||||
96 | * | Other Corporate ETL tools | https://docs.microsoft.com/en-us/sql/integration-services/sql-server-integration-services?view=sql-server-ver16 | Программа курса · Свободное погружение в СУБД · Stepik | ||||||||||||||||||||||||||
97 | ||||||||||||||||||||||||||||||
98 | 6 | Soft skills | 2,7 | 1,4 | 2,3 | 3,3 | 4,0 | |||||||||||||||||||||||
99 | ||||||||||||||||||||||||||||||
100 | 6.1 | Initiative | I analyse value of our service for the business and can initiate improvements | 3 | 1 | 2 | 3 | 4 | https://www.thriveyard.com/17-tips-on-how-to-take-initiative-at-work/ | https://www.indeed.com/career-advice/career-development/ways-to-take-initiative-at-work | ||||||||||||||||||||
101 | 6.2 | Problem solving skills | I can anticipate the problem areas and associated risk levels, diagnose the problem using problem-solving tools and techniques from multiple angles, generate and evaluate several solutions considering the business priorities and stakeholders' needs | 4 | 1 | 2 | 3 | 4 | ||||||||||||||||||||||
102 | 6.3 | Creating and editing text | I can explain the idea in writing. I pay attention to details so the text could be too verbose | 1 | 1 | 2 | 3 | 4 | https://www.udemy.com/course/effective-business-writing/ | https://writer.com/blog/improve-business-writing-style/ | ||||||||||||||||||||
103 | 6.4 | Documentation | I can highlight main information and describe the dashboard in clear language | 2 | 2 | 3 | 4 | 4 | https://www.atlassian.com/ru/work-management/knowledge-sharing/documentation | https://www.youtube.com/watch?v=t4vKPhjcMZg | ||||||||||||||||||||
104 | 6.5 | Communication skills | I can communicate with my team. Sometimes I find it difficult to explain the idea to representatives of nother departments | 2 | 1 | 2 | 3 | 4 | https://www.mann-ivanov-ferber.ru/books/hbr-guide/ | https://www.mann-ivanov-ferber.ru/books/kouching-agile-komand/ | https://www.livelib.ru/selection/897612-knigi-po-iskusstvu-obscheniya | |||||||||||||||||||
105 | 6.6 | English language | C1 Fluent | 4 | 3 | 3 | 4 | 4 | https://videoinfographica.com/learn-english-websites/ | https://youtu.be/8taaeDOW70s | https://effortlessenglish.com/ | https://www.youtube.com/channel/UCfYYi6aJNg70mFYnbBKcMQw | ||||||||||||||||||
106 | 6.7 | Proactivility | I can identify and proactively mitigate project risks and blockers, regularly communicate status updates, and initiate process improvements to increase project efficiency. | 3 | 1 | 2 | 3 | 4 | https://www.ozon.ru/product/sem-navykov-vysokoeffektivnyh-lyudey-moshchnye-instrumenty-razvitiya-lichnosti-oblozhka-s-231111233/ | https://lifehacker.ru/recenziya-proaktivnoe-myshlenie-dzhon-miller/?cpage=1 | ||||||||||||||||||||
107 | * | Volitional powers | https://hurma.work/rf/blog/zachem-nuzhna-stressoustojchivost-i-kak-ee-povysit-2/ | https://spark.ru/user/85160/blog/35181/kak-prevratit-rutinnie-zadachi-product-menedzhera-v-rok-n-roll | https://www.amazon.com/Grit-Passion-Perseverance-Angela-Duckworth/dp/1501111108 | |||||||||||||||||||||||||
108 | * | Leadership skills | https://www.businessnewsdaily.com/15835-leadership-development-goals.html | https://habr.com/ru/company/ncloudtech/blog/573754/ | ||||||||||||||||||||||||||