SFIA View: SFIAv9 Big data/Data science view

Skills at a glance

Skills by category

Category	Skill	Levels
Data management and governance	Governance GOVN						6	7
	Risk management BURM		2	3	4	5	6	7
	Artificial intelligence (AI) and data ethics AIDE			3	4	5	6
	Enterprise and business architecture STPL					5	6	7
	Information management IRMG			3	4	5	6	7
	Data management DATM		2	3	4	5	6
	Information and data compliance PEDP				4	5	6
	Stakeholder relationship management RLMT				4	5	6	7
	Information systems coordination ISCO						6	7
	Strategic planning ITSP				4	5	6	7
Data and analytics	Data analytics DAAN		2	3	4	5	6	7
	Data science DATS		2	3	4	5	6
	Machine learning MLNG		2	3	4	5	6
	Data visualisation VISL		2	3	4	5
	Business intelligence BINT		2	3	4	5
	Data modelling and design DTAN		2	3	4	5
	Database design DBDS		2	3	4	5
	Data engineering DENG		2	3	4	5	6
Data solutions - development and implementation	Product management PROD		2	3	4	5	6
	Solution architecture ARCH				4	5	6
	Infrastructure design IFDN		2	3	4	5	6
	Systems design DESN		2	3	4	5	6
	Programming/software development PROG		2	3	4	5	6
	Systems development management DLMG				4	5	6	7
	Software design SWDN		2	3	4	5	6
	Functional testing TEST	1	2	3	4	5	6
	Non-functional testing NFTS	1	2	3	4	5	6
	Process testing PRTS	1	2	3	4	5	6
	Business situation analysis BUSA		2	3	4	5	6
	Feasibility assessment FEAS		2	3	4	5	6
	Requirements definition and management REQM		2	3	4	5	6
	Content design and authoring INCA	1	2	3	4	5	6
	Content publishing ICPM	1	2	3	4	5	6
Data culture and capability	Innovation management INOV					5	6	7
	Business process improvement BPRE		2	3	4	5	6	7
	Organisational capability development OCDV					5	6	7
	Methods and tools METL		2	3	4	5	6
	Organisation design and implementation ORDI			3	4	5	6	7
	Competency assessment LEDA		2	3	4	5	6
	Knowledge management KNOW		2	3	4	5	6	7
	Learning delivery ETDL		2	3	4	5
	Measurement MEAS		2	3	4	5	6
	Organisational change management CIPM		2	3	4	5	6
	Organisational change enablement OCEN				4	5	6
	Performance management PEMT				4	5	6
	Job analysis and design JADN			3	4	5
Data security and quality	Quality management QUMG		2	3	4	5	6	7
	Quality assurance QUAS		2	3	4	5	6
	Information security SCTY		2	3	4	5	6	7
	Information assurance INAS		2	3	4	5	6	7
	Security operations SCAD	1	2	3	4	5	6
	Identity and access management IAMT	1	2	3	4	5	6
	Vulnerability assessment VUAS		2	3	4	5
	Audit AUDT		2	3	4	5	6	7
Data operations and analytics	Records management RMGT	1	2	3	4	5
	Customer service support CSMG	1	2	3	4	5	6
	Incident management USUP	1	2	3	4	5	6
	Availability management AVMT			3	4	5	6
	Continuity management COPL		2	3	4	5	6
	Problem management PBMG		2	3	4	5
	Analytical classification and coding ANCC		2	3	4	5	6
	Content publishing ICPM	1	2	3	4	5	6
	Content design and authoring INCA	1	2	3	4	5	6
	Database administration DBAD		2	3	4	5
	Storage management STMG		2	3	4	5	6
	Capacity management CPMG		2	3	4	5	6