SFIA View: Big data/Data science view

Skills at a glance

Skills by category

Category	Skill	Levels
Data governance	Governance GOVN						6	7
	Risk management BURM			3	4	5	6	7
	Enterprise and business architecture STPL					5	6	7
	Information management IRMG				4	5	6	7
	Data management DATM				4	5	6
	Personal data protection PEDP					5	6
	Stakeholder relationship management RLMT				4	5	6	7
	Information systems coordination ISCO						6	7
	Strategic planning ITSP					5	6	7
	Continuity management COPL		2	3	4	5	6
Data culture and capability	Data science DATS		2	3	4	5	6	7
	Innovation INOV					5	6	7
	Business process improvement BPRE					5	6	7
	Organisational capability development OCDV					5	6	7
	Methods and tools METL			3	4	5	6
	Organisation design and implementation ORDI				4	5	6	7
	Competency assessment LEDA			3	4	5	6
	Knowledge management KNOW		2	3	4	5	6	7
	Learning delivery ETDL		2	3	4	5
	Measurement MEAS			3	4	5	6
	Organisational change management CIPM			3	4	5	6
	Performance management PEMT				4	5	6
Data lifecycle management	Product management PROD			3	4	5	6
	Machine learning MLNG		2	3	4	5	6
	Data visualisation VISL			3	4	5
	Data modelling and design DTAN		2	3	4	5
	Database design DBDS			3	4	5
	Data engineering DENG		2	3	4	5	6
	Business situation analysis BUSA			3	4	5	6
	Feasibility assessment FEAS			3	4	5	6
	Requirements definition and management REQM		2	3	4	5	6
	Acceptance testing BPTS		2	3	4	5	6
	Solution architecture ARCH				4	5	6
	Systems design DESN			3	4	5	6
	Database administration DBAD		2	3	4	5
	Availability management AVMT				4	5	6
	Storage management STMG			3	4	5	6
	Capacity management CPMG				4	5	6
	Content authoring INCA	1	2	3	4	5	6
	Content publishing ICPM	1	2	3	4	5	6
	Systems development management DLMG					5	6	7
	Programming/software development PROG		2	3	4	5	6
	Testing TEST	1	2	3	4	5	6
Data security and quality	Quality management QUMG			3	4	5	6	7
	Quality assurance QUAS			3	4	5	6
	Information security SCTY			3	4	5	6	7
	Information assurance INAS			3	4	5	6	7
	Security operations SCAD	1	2	3	4	5	6
	Vulnerability assessment VUAS		2	3	4	5
	Audit AUDT			3	4	5	6	7