{"id":2163050,"url":"https://alion.io/job/sars-specialist-data-analytics-3","title":"Specialist: Data Analytics","company":{"id":1774497,"name":"SARS","domain":"sars.gov.za","url":"https://alion.io/company/sars-gov-za","size_band":"501-1000","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"SuccessFactors","truth_index":null},"role":"Analytics","role_family":"Analytics","seniority":"senior","employment_type":null,"work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"inferred","locations":[],"countries":[],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":null,"experience_years_min":8,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Agile","optional":false},{"name":"Hypothesis","optional":false},{"name":"Python","optional":false},{"name":"SAS","optional":false},{"name":"SPSS","optional":false},{"name":"SQL","optional":false}],"status":"live","first_seen_at":"2026-10-09T08:37:59Z","employer_posted_date":"2026-10-09","last_verified_at":"2026-10-11T17:09:17Z","board_verified":true,"closed_at":null,"days_open":2,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":2},"description":"Job Title: Specialist: Data Analytics\nPosition Reports to: Senior Specialist: Market Segment Research\nDivision: Taxpayer Engagement Operations\nLocation: Lehae La SARS, Brookly Bridge Pretoria\nAdvert Closing Date: 15 October 2026\nAbout the Position\nIn an ever-changing environment, we have built a responsive and agile organisation to give effect to our strategic intent of achieving voluntary compliance. We invite you to be part of the special team that contributes to the collection of revenue, protect the economy and people of South Africa. We believe that your skills, commitment, and dedication will add value and make a difference to the organisation and country. Integrity is key to the organisation.\nJob Purpose\nTo be responsible for importing, cleansing, transforming, validating, aggregating and analysing data from various sources with the purpose of making conclusions about industry trends and best practices. To analyse and provide expert advice with regards to data analytics to achieve business objectives.\nEducation and Experience\nMinimum Qualification & Experience Required\nBachelor's Degree / Advanced Diploma (NQF 7) in Statistics / Mathematical Statistics / Quantitative Management with 8 - 10 years' experience in Data Analysis and Statistical Modelling environment, of which 3 - 4 years at a junior specialist level.\n#Alternative\nSenior Certificate (NQF 4) with 15 years experience in Data Analysis and Statistical Modelling environment, of which 3 - 4 years at a junior specialist level.\nMinimum Functional Requirements\nExperience in Statistical analysis/ Hypothesis testing/ Data Science. Advanced (applied theory) technical expertise regarding data processes, data cleaning, analysis, reporting, data models,\nand database design and testing Knowledge of and experience with reporting packages (SQL or\nequivalent, etc), databases (SQL etc), programming (SQL, R,Python, etc.)\nAdvanced (applied theory) knowledge of statistics and experience using statistical packages for analysing datasets (Excel, SPSS, SAS, R etc.)\nAdvanced (applied theory) Data warehouse knowledge\nBe advance in the application of:\no Basic Data Migration\no Basic Data Visualization\no Business Intelligence Methodologies\no Database Knowledge\nAdvanced (applied theory) Programming Skills i.e. SQL, and/or\nPython, R, etc.\nMicrosoft skills (Advance in) i.e. Excel, Word, PowerPoint, etc.\nJob Outputs:\nProcess\nConstantly monitor the integrity and quality of data and processes to identify deficiencies and facilitate improvement.\nContribute to the optimum utilisation of org. resources, advising on effective planning and development of area of specialisation resource plans.\nDevelop a single practice area in alignment with operational activity and procedural frameworks and ensure tactical implementation. \nDraw on own technical or professional expertise, knowledge and experience to identify and recommend tactical solutions to defined problems in practices. \nIntegrate business information, compare, analyse and produce reports to identify trends, discrepancies and inconsistencies for decision making purposes.\nNote potential problems and obstacles, accumulate supporting data and initiate actions to prevent or overcome predicted problems as may be identified.\nOptimise goal achievement through tactical strategy implementation and optimisation of practises, processes and systems across an internal value chain.\nPlan for value-added, continuous practice and system improvements to deliver on objectives to enhance tactical implementation and excellence.\nProactively identify interconnected problems, determine its impact and use to develop best fit alternatives, best practice implementation solutions.\nResearch and support workable recommendations/solutions that meet business needs through information analysis.\nReview the effectiveness of related approaches and methodologies by conducting research, and best practice benchmarking initiatives.\nTranslate top down policy in relation to own practice area and communicate impact to relevant stakeholders. \nUndertake information gathering, research and analyse data within broad guidelines to produce accurate plans and / or recommendations for business issues\nAcquire data from primary or secondary data sources and maintaining databases, applying the knowledge of data extraction, transformation and business modelling\nPerform complex / advanced business analysis using various techniques, e.g. statistical analysis, explanatory and predictive modelling, data mining.\nEnsure the availability of existing data analytics solutions (like reports, etc.) by maintaining them as well as improving them where shortcomings exist.\nAnalyses data, creates summary reporting, and performs analysis to support the decision making of research, senior management, member companies and internal departments.\nAcquiring data from primary or secondary data sources and maintaining databases, applying the knowledge of data extraction, transformation and business modelling.\nBuilds and manage/maintain database to house data collected from various sources.\nConducts analysis, summarizes key findings and trends, and produces data sheets, graphics and presentations.\nCommunicate the results of their analysis and findings by using basic complex / advance visualisation techniques with both internal and external customers.\nGathers data from multiple sources and assimilates into meaningful inputs for databases.\nGovernance\nDevelop and /or align governance and compliance policies for own practice areas to identify and manage risk exposure liability. \nPeople\nIntegrate new knowledge and transfer skills attained through formal and informal learning opportunities in the execution of your job. \nProvide specialist know-how, support, advice and practice thought leadership in area of expertise. \nFinance\nImplement and monitor financial control, management of costs and corporate governance in area of specialisation.\nClient\nParticipate in the specialist practice community and contribute positively to organisation knowledge management. \nProvide authoritative, specialist expertise and advice to internal and external stakeholders. \nBehavioural Competencies\nAccountability\nAdaptability\nAnalytical thinking\nAttention to details\nCommitment to Continuous Learning\nFairness and Transparency\nHonesty & Integrity\nOrganisational Awareness\nProblem Solving and Analysis\nRespect\nTrust\nTechnical Competencies\nBusiness Knowledge\nData Integrity\nData Collection and Analysis\nEfficiency improvement\nFunctional Policies & Procedures\nInformation Management \nKnowledge Management\nPolicy development\nReporting\nStatistics & Mathematical Analysis\nCompliance Competency\nGOC Secret\nEmployment Equity\nThe Employment Equity policy of SARS will be considered as part of the recruitment and selection process and Persons with Disabilities are encouraged to apply. Successful candidates will be required to undertake an oath of secrecy, pre-employment screening, case study, pre-assessment, psychometric assessment and/or vetting, and a declaration of private interest. The appointment is also subject to appropriate reference(s) and security clearance where applicable.\nProtect yourself. Never pay for a job.\nRecruitment Fraud Alert: SARS never asks for payment for vacancies, interviews, or appointments. Any such request is a scam.\nSARS official reporting channels: ; ; ;SARS Hotline number (0800002870).","description_format":"text","description_chars":7494,"description_truncated":false,"requirements":{"experience_years_min":8,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"bachelor","optional":false},"security_clearance":false,"languages":[]},"benefits":["Continuous learning","Equity"],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Digital Government"],"lifecycle":[{"event":"open","at":"2026-10-09T08:37:59Z"}],"visa":[],"liveness":{"score":90,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.903,"p_room":1,"age_days":0,"expected_fill_days":8,"reasons":["conf:4","velocity","win:early"],"computed_at":"2026-10-10T05:45:15Z"},"pay":null,"html_url":"https://alion.io/job/sars-specialist-data-analytics-3","json_url":"https://alion.io/job/sars-specialist-data-analytics-3.json","meta":{"generated_at":"2026-10-11T23:56:14Z","cache_seconds":300,"methodology":"https://alion.io/methodology","terms":"https://alion.io/terms","contact":"https://alion.io/contact","api":"https://alion.io/developers","about":"Alion is a live layer of people, companies and AI agents: who they are, whether they are real and active right now, what they do and how to work with them, readable by people and by agents and paid per call.","catalog":"https://alion.io/catalog.json","usage":{"tier":"crawler_verified","counted_by":"address","units_charged":1,"used_today":15345,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-12T00:00:00Z"}},"offers":[{"id":"company.slices","title":"One company in depth, by slice","status":"live","price":{"credits":0.02,"usd":0.002,"plus_per_slice":{"credits":0.05,"usd":0.005}},"unit":"per company, plus each slice with data","note":"the employer in depth","call":{"mcp_tool":"get_company","arguments":{"id":1774497},"rest":"https://alion.io/mcp/rest/get_company?id=1774497"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fsars-specialist-data-analytics-3"},{"id":"market.stats","title":"A market slice: pay, demand and time to fill","status":"live","price":{"credits":1,"usd":0.1},"unit":"per slice","note":"pay, demand and time to fill for this role and place","call":{"mcp_tool":"market_stats"},"human":"https://alion.io/catalog?offer=market.stats&for=job%2Fsars-specialist-data-analytics-3"},{"id":"job.search","title":"Open jobs by role, technology, place, pay and visa","status":"live","price":{"credits":0.02,"usd":0.002},"unit":"per posting in a list","note":"similar open postings","call":{"mcp_tool":"search_jobs"},"human":"https://alion.io/catalog?offer=job.search&for=job%2Fsars-specialist-data-analytics-3"},{"id":"company.verify","title":"Is this company real and active right now","status":"pilot","price":null,"unit":"per company","request":{"url":"https://alion.io/catalog/request","method":"POST","body":"{\"offer\": \"company.verify\", \"for\": \"job/sars-specialist-data-analytics-3\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fsars-specialist-data-analytics-3"}]}