{"id":2449709,"url":"https://alion.io/job/job-mail-analytical-engineer-data-modelling-data-vault-2-0-azure-databricks-sql-6-month-contract-position","title":"Analytical Engineer (Data Modelling | Data Vault 2.0 | Azure | Databricks | SQL) - 6-month Contract Position","company":{"id":701519,"name":"Job Mail","domain":"jobmail.co.za","url":"https://alion.io/company/job-mail","size_band":null,"is_staffing_agency":true,"employer_type":"agency","is_intermediary":true,"listed_via":"jobmail.co.za","ats_vendor":"Schema","truth_index":{"grade":"C","score":65,"open_postings":6895,"ghost_share":0.489,"stale_share":0,"repost_share":0.711,"time_to_fill_p50_days":7,"computed_at":"2026-10-23T05:54:15Z"}},"role":"Analytics","role_family":"Analytics","seniority":null,"employment_type":"contractor","work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Sandton, South Africa"],"countries":["ZA"],"hiring_countries":[],"hiring_countries_total":0,"salary":{"min":500,"max":650,"currency":"ZAR","period":"hour","gross":null,"usd_annual":78000},"salary_estimate":null,"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Agile","optional":false},{"name":"Azure","optional":false},{"name":"Azure Data Factory","optional":false},{"name":"Data Vault","optional":false},{"name":"Databricks","optional":false},{"name":"Delta Lake","optional":false},{"name":"Dimensional Modeling","optional":false},{"name":"ETL/ELT","optional":false},{"name":"Git","optional":false},{"name":"Microsoft Fabric","optional":false},{"name":"Power BI","optional":false},{"name":"Python","optional":false},{"name":"Spark","optional":false},{"name":"SQL","optional":false}],"status":"live","first_seen_at":"2026-10-13T14:22:23Z","employer_posted_date":"2026-10-13","last_verified_at":"2026-10-13T14:22:23Z","board_verified":false,"closed_at":null,"days_open":9,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":9},"description":"The Opportunity\nWe are recruiting an experienced Analytical Engineer for one of South Africa's leading banking institutions.\nThis is not a traditional Data Engineering role.\nWe are specifically looking for someone with deep expertise in Data Modelling, SQL, Data Vault 2.0, and the ability to transform complex business requirements into trusted, analytics-ready data products.\nYou will work closely with Business, Data Engineering, Architecture and Analytics teams to design governed data models, validate enterprise data and deliver high-quality datasets that support reporting, advanced analytics and strategic decision making.\nIf your experience is primarily Power BI development, software development, infrastructure engineering or database administration, this role will not be suitable.\nWhat You'll Be Responsible For\nDesigning enterprise analytical data models using Data Vault 2.0 and dimensional modelling techniques\nTranslating business requirements into scalable analytical data structures\nPerforming detailed data profiling, data discovery and source system analysis\nBuilding trusted, analytics-ready datasets for enterprise reporting and decision-making\nDeveloping complex SQL transformations across large enterprise data environments\nWorking with Azure Databricks and modern cloud data platforms\nValidating data quality, completeness and business rules\nApplying enterprise data governance, lineage and metadata standards\nCollaborating with Data Engineers, Architects, Business Analysts and business stakeholders\nSupporting Agile delivery teams and enterprise data initiatives\nEssential Experience (Non-Negotiable)\nApplicants must demonstrate commercial experience in:\nData Modelling\nData Vault 2.0\nDimensional Modelling (Kimball)\nAdvanced SQL\nData Profiling\nData Analysis\nETL / ELT design\nAzure Databricks\nEnterprise Data Warehousing\nData Quality & Data Validation\nBusiness Requirements Analysis\nStakeholder Engagement\nPreferred Technical Skills\nExperience with one or more of the following:\nAzure Data Factory\nMicrosoft Fabric\nAzure Synapse Analytics\nPython\nDelta Lake\nSpark\nGit\nData Lineage\nMetadata Management\nData Governance Frameworks\nIdeal Background\nWe are particularly interested in candidates who have worked within:\nBanking\nFinancial Services\nInsurance\nEnterprise Data Platforms\nLarge-scale cloud data transformation programmes\nYou'll Be Successful If You\nThink analytically and enjoy solving complex data problems\nCan confidently engage both business and technical stakeholders\nHave exceptional attention to detail\nBuild trusted, governed analytical datasets\nUnderstand enterprise data architecture and modelling principles\nCan bridge the gap between business requirements and technical implementation\nPlease Do Not Apply If\nYou are primarily a Power BI Developer\nYour experience is mainly Software Development\nYou are an Infrastructure or Cloud Engineer\nYou have little or no Data Modelling experience\nYou have never worked with Data Vault or Dimensional Modelling\nYour SQL skills are basic or intermediate\nOnly applicants meeting the essential technical requirements will be 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