{"id":29391,"date":"2023-10-24T13:44:51","date_gmt":"2023-10-24T11:44:51","guid":{"rendered":"https:\/\/staging.univga.org\/?p=29391"},"modified":"2026-09-09T07:32:39","modified_gmt":"2026-09-09T06:32:39","slug":"data-analyst-profession","status":"publish","type":"post","link":"https:\/\/univga.org\/en\/metier-danalyste-de-donnees\/","title":{"rendered":"Data Analyst: profession, missions, and opportunities in Africa"},"content":{"rendered":"<aside class=\"metier-card\">\n<div class=\"metier-card__item\">\n<p class=\"metier-card__label\">Level of education<\/p>\n<p class=\"metier-card__value\">Bac+3 to Bac+5<\/p>\n<\/div>\n<div class=\"metier-card__item\">\n<p class=\"metier-card__label\">Sector<\/p>\n<p class=\"metier-card__value\">Data, BI, professions<\/p>\n<\/div>\n<div class=\"metier-card__item\">\n<p class=\"metier-card__label\">Profile<\/p>\n<p class=\"metier-card__value\">Rigor and analysis<\/p>\n<\/div>\n<div class=\"metier-card__item\">\n<p class=\"metier-card__label\">Remote work<\/p>\n<p class=\"metier-card__value\">Possible depending on data access<\/p>\n<\/div>\n<div class=\"metier-card__item\">\n<p class=\"metier-card__label\">Employers<\/p>\n<p class=\"metier-card__value\">Banks, telecoms, NGOs, consulting<\/p>\n<\/div>\n<div class=\"metier-card__item\">\n<p class=\"metier-card__label\">Key skills<\/p>\n<p class=\"metier-card__value\">SQL, Excel, Power BI, statistics<\/p>\n<\/div>\n<\/aside>\n<div class=\"metier-intro\">\n<p>In a bank, an NGO, or a commercial department, the Data Analyst goes from an Excel file received by email to a SQL query, then to a Power BI dashboard presented in committee. He is also found under the titles Data Analyst, BI Data Consultant, or Data &amp; Business Analyst.<\/p>\n<p>His job consists of making data reliable, readable, and useful for decision-making: tracking sales, understanding a collection delay, measuring a campaign, spotting an anomaly. In Libreville, Abidjan, Dakar, or Douala, he often has to deal with heterogeneous systems, field files, and sometimes costly tools.<\/p>\n<\/div>\n<aside class=\"metier-brief\">\n<p class=\"metier-brief__label\">The profession in 30 seconds<\/p>\n<p>The Data Analyst collects, cleans, and analyzes data to help an organization manage its activities.<\/p>\n<p>His most common tools are advanced Excel, SQL, Power BI, Tableau, Looker Studio, Python, or R depending on the level of the position.<\/p>\n<p>He works with business units, management, finance, operations, marketing, IT teams, and sometimes funders.<\/p>\n<p>The position exists in banks, telecoms, fintech, consulting firms, administrations, NGOs, digital platforms, and large companies.<\/p>\n<\/aside>\n<h2>What is the purpose of this professional?<\/h2>\n<p>The Data Analyst serves to transform activity traces into decisions. A company sells, collects, delivers, recruits, serves customers, and finances projects. All these actions produce data, but they are often scattered across an integrated management software, a CRM for customer relations, a field application, Excel exports, or a SQL database. Without analysis, this data remains as files.<\/p>\n<p>Their role is to ask the right questions, verify the quality of the numbers, calculate key performance indicators, and then explain what they mean. They do not limit themselves to creating beautiful graphs: they document the calculation rules, highlight the limitations, and avoid hasty conclusions.<\/p>\n<h2>A typical day<\/h2>\n<p class=\"metier-day__note\">Example of a typical day, not an observed report.<\/p>\n<ol class=\"metier-day\">\n<li><span class=\"metier-day__time\">9 AM<\/span> Verify the requests received: commercial dashboard, stock analysis, donor indicator, or recovery tracking.<\/li>\n<li><span class=\"metier-day__time\">10 h<\/span> Extract data from SQL, a CRM, an ERP, or multiple Excel files, then check for duplicates and missing values.<\/li>\n<li><span class=\"metier-day__time\">11:30 AM<\/span> Clean formats, standardize labels, create joins, and document the calculation rules used.<\/li>\n<li><span class=\"metier-day__time\">2:00 PM<\/span> Build or update a Power BI, Tableau, or Looker Studio report with understandable indicators.<\/li>\n<li><span class=\"metier-day__time\">4:00 PM<\/span> Present the results to a business team, explain a decrease, an anomaly, or a trend, and then gather objections.<\/li>\n<li><span class=\"metier-day__time\">5:30 PM<\/span> Secure the files, plan the updates, and note improvements to be addressed with the IT department.<\/li>\n<\/ol>\n<h2>What skills?<\/h2>\n<div class=\"metier-skills\">\n<div class=\"metier-skills__col\">\n<p class=\"metier-skills__label\">Techniques<\/p>\n<ul>\n<li>SQL: queries, joins, aggregations, controls<\/li>\n<li>Advanced Excel: Power Query, pivot tables, formulas<\/li>\n<li>Power BI, Tableau, Looker Studio, or Qlik<\/li>\n<li>Python or R for cleaning, analyzing, and automating<\/li>\n<li>Applied statistics and data visualization<\/li>\n<li>Knowledge of data warehousing, ETL, and cloud<\/li>\n<\/ul>\n<\/div>\n<div class=\"metier-skills__col\">\n<p class=\"metier-skills__label\">Organizational<\/p>\n<ul>\n<li>Translate a business need into measurable indicators<\/li>\n<li>Prioritize truly useful analyses<\/li>\n<li>Document definitions and calculation rules<\/li>\n<li>Check quality before dissemination<\/li>\n<li>Manage reporting emergencies<\/li>\n<\/ul>\n<\/div>\n<div class=\"metier-skills__col\">\n<p class=\"metier-skills__label\">Human<\/p>\n<ul>\n<li>Rigor and attention to detail<\/li>\n<li>Critical thinking towards numbers<\/li>\n<li>Ability to simplify<\/li>\n<li>Sense of confidentiality<\/li>\n<li>Curiosity about the organization's professions<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<h2>What studies?<\/h2>\n<p>There is not just one path. Job offers often require a Bac+3 to Bac+5 level in data science, statistics, computer science, applied mathematics, quantitative economics, decision-making computing, or business analytics. Onisep notably cites the BUT Data Science and licenses with data science tracks. Apec also mentions master's degrees in statistics, econometrics, or decision-making computing, as well as specialized engineering schools.<\/p>\n<p>Certifications can complement a profile, especially to prove tool proficiency: Microsoft Certified: Power BI Data Analyst Associate, Salesforce Certified Tableau Data Analyst, or Google Data Analytics Certificate. They do not always replace a degree when one is required, but they help to showcase a concrete portfolio: SQL queries, dashboards, documented analyses, and reproducible projects.<\/p>\n<h2>Where does he work?<\/h2>\n<p>The Data Analyst works in banks, insurance companies, microfinance institutions, fintech, and mobile money services. They are also sought after by telecoms, distributors, e-commerce companies, manufacturers, logistics providers, consulting firms, digital service companies, administrations, public agencies, NGOs, donors, and international organizations. In a small structure, they can be very versatile. In a large group, they typically work alongside a data engineer, a database administrator, a BI manager, and business teams.<\/p>\n<ul class=\"metier-titles\">\n<li>Data Analyst F\/H<\/li>\n<li>Data Analyst<\/li>\n<li>Data Analyst BI<\/li>\n<li>Data Analyst \/ BI Consultant F\/H<\/li>\n<li>Data Analyst \u2013 Business Intelligence<\/li>\n<li>Junior Data Analyst \u2013 Data Management &amp; Governance<\/li>\n<li>Research Officer &amp; Data Analyst<\/li>\n<li>Portfolio and Data Analyst<\/li>\n<li>Data &amp; Business Analyst<\/li>\n<\/ul>\n<h2>What is the salary?<\/h2>\n<p>For France, Apec indicates that 80% of the gross annual salaries offered for Data Analyst F\/H positions are between \u20ac33k and \u20ac53k, with an average of \u20ac43k. Robert Half publishes a national salary range for 2026 of a starting gross annual salary from \u20ac42,000 to \u20ac60,000 for Data Analysts. Onisep mentions a starting salary of \u20ac2,900 gross per month, varying by location and status.<\/p>\n<p>These French ranges do not translate to Gabon, Senegal, C\u00f4te d'Ivoire, or Cameroon. For Francophone Africa, no reliable, recent, and transnational salary scale has been found in the consulted sources. There is a specific case: a Junior Data Analyst position in Abidjan published by Africa Project Management indicated a net salary of 320,000 FCFA. It should be read as a specific announcement, not as a regional average.<\/p>\n<h2>The realities to know<\/h2>\n<ul>\n<li>Data is often dirty: duplicates, inconsistent formats, contradictory files, incomplete entries.<\/li>\n<li>Access to data can be slow to obtain due to silos, security, or customer sensitivity.<\/li>\n<li>The role is sometimes poorly defined: the Data Analyst is expected to also perform data engineering, BI, development, and support.<\/li>\n<li>The pressure for reporting is high before committees, audits, commercial campaigns, or donor reviews.<\/li>\n<li>Numbers can be misinterpreted if biases, sample limits, and calculation rules are not explained.<\/li>\n<li>Software licenses, connectivity, hardware, and cloud access can limit the ambition of projects.<\/li>\n<\/ul>\n<h2>And in Africa?<\/h2>\n<p>In Francophone Africa, the need is real because organizations want to better manage their sales, projects, agent networks, beneficiaries, or budgets. In banks, telecoms, and fintech, use cases focus on customer segmentation, churn, recovery, digital payments, or commercial performance. In NGOs and donor-funded projects, the Data Analyst often works with field surveys, KoboToolbox, ODK, and monitoring-evaluation dashboards.<\/p>\n<p>The difference lies in the execution conditions. In Libreville, Abidjan, Dakar, or Douala, you can work on strategic data while dealing with irregular connectivity, outages, unstable VPN access, or off-site hosted databases. Many teams mix advanced Excel, Power BI, PostgreSQL, MySQL, Python, R, Looker Studio, or open-source solutions like Metabase and Apache Superset.<\/p>\n<p>Remote work is credible when access is secure and privacy rules are clear. The time zone advantage with Paris helps firms, NGOs, and pan-African teams. However, on-the-ground presence remains valuable: understanding how data is collected avoids many false dashboards.<\/p>\n<h2>Is this job for you?<\/h2>\n<ul>\n<li>Do you enjoy investigating why two files yield two different results?<\/li>\n<li>Can you explain a graph to someone who does not speak SQL?<\/li>\n<li>Are you willing to spend a long time cleaning data before producing a visible analysis?<\/li>\n<li>Can you say that a figure is insufficient to draw a conclusion?<\/li>\n<li>Are you ready to regularly learn new tools and methods?<\/li>\n<\/ul>\n<p>If you love numbers, business questions, and clear communication, this job may suit you. If you are only looking to code without interaction, also consider development, database administration, or data engineering roles.<\/p>\n<h2>Related professions<\/h2>\n<ul>\n<li><a href=\"https:\/\/univga.org\/en\/expert-profession-in-remote-work-and-collaborative-work\/\">Digital Workplace Consultant: profession, missions, and opportunities<\/a><\/li>\n<li><a href=\"https:\/\/univga.org\/en\/data-scientist-profession\/\">Data Scientist: profession, missions, and opportunities in Africa<\/a><\/li>\n<li><a href=\"https:\/\/univga.org\/en\/software-developer-profession\/\">Software Developer: profession, missions, and opportunities<\/a><\/li>\n<li><a href=\"https:\/\/univga.org\/en\/database-administrator-profession\/\">Database Administrator<\/a><\/li>\n<li><a href=\"https:\/\/univga.org\/en\/data-governance-analyst-profession\/\">Data Governance Analyst<\/a><\/li>\n<li><a href=\"https:\/\/univga.org\/en\/business-intelligence-analyst-profession\/\">Business Intelligence Analyst, BI<\/a><\/li>\n<\/ul>\n<h2>Sources<\/h2>\n<ol>\n<li><a href=\"https:\/\/www.apec.fr\/tous-nos-metiers\/informatique\/data-analyst.html\">Apec \u2013 Data Analyst, job description<\/a><\/li>\n<li><a href=\"https:\/\/www.onisep.fr\/ressources\/univers-metier\/metiers\/data-analyst-analyste-de-donnees\">Onisep \u2013 Data Analyst, data analyst<\/a><\/li>\n<li><a href=\"https:\/\/www.roberthalf.com\/fr\/fr\/details-emploi\/data-analyst\">Robert Half \u2013 Data Analyst Salary, 2026<\/a><\/li>\n<li><a href=\"https:\/\/learn.microsoft.com\/en-us\/credentials\/certifications\/data-analyst-associate\/\">Microsoft Learn \u2013 Power BI Data Analyst Associate<\/a><\/li>\n<li><a href=\"https:\/\/www.gnawo.com\/emplois\/data-analyst-junior-pilotage-gouvernance-des-donnees-h-f\/\">Le Gnawo \u2013 Junior Data Analyst Offer in Abidjan<\/a><\/li>\n<li><a href=\"https:\/\/www.gsma.com\/solutions-and-impact\/connectivity-for-good\/mobile-economy\/africa-2025\/\">GSMA \u2013 The Mobile Economy Africa 2025<\/a><\/li>\n<\/ol>\n<aside class=\"veille-univga-encart\">\n<p class=\"veille-univga-encart__label\">Training at UNIVGA<\/p>\n<p>UNIVGA offers professional certificates and degree programs in digital, management, and cybersecurity. Browse the catalog to identify a coherent path, without confusing training and recruitment.<\/p>\n<p><a href=\"https:\/\/univga.org\/en\/our-training-courses\/\">Discover our training programs<\/a><\/aside>","protected":false},"excerpt":{"rendered":"<p>The Data Analyst transforms SQL, Excel, and Power BI into useful decisions. Missions, training, employers, and salaries, with a focus on Francophone Africa.<\/p>","protected":false},"author":6945,"featured_media":29393,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[173],"tags":[],"offerexpiration":[],"class_list":["post-29391","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-education"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.9 (Yoast SEO v28.5) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Data Analyst : m\u00e9tier, missions et d\u00e9bouch\u00e9s en Afrique<\/title>\n<meta name=\"description\" content=\"D\u00e9couvrez le m\u00e9tier de Data Analyst : missions, comp\u00e9tences, formations, salaires sourc\u00e9s et d\u00e9bouch\u00e9s en Afrique francophone pour vous orienter.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, 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