Skills Heat Map

The heat map below is a summary of the Skills Assessment data from SFIA self assessments that are part of your user profile. Each cell shows the number of people in the region who say they have each skill at that level.

We also collect regional industry statistics, and have a tech ecosystem map to help you see how things fit together here.

Strategy and architecture		Level 1	Level 2	Level 3	Level 4	Level 5	Level 6	Level 7
Strategy and planning	Strategic planning					4	4	5
	Information systems coordination						9	3
	Information management				4	3	1	2
	Enterprise and business architecture					5	2	2
	Solution architecture				2	2	5
	Innovation					3	7	2
	Emerging technology monitoring				1	9	1
	Research		1	2	4	2	2
	Demand management					1	3
	Investment appraisal				3	3
	Financial management				3	4
	Measurement			1	1	4	2
	Sustainability				4	2
	Continuity management		2	1	1	4
Security and privacy	Information security			2	1	4	3	1
	Information assurance					2	2
	Personal data protection					5	1
	Vulnerability research			2	1	1
	Threat intelligence		3	1		1
Governance, risk and compliance	Governance						4	1
	Risk management			2	1	3	2	1
	Audit			2	1	2	2
	Quality management					1	2	2
	Quality assurance				2	2	2
Advice and guidance	Consultancy				1	4	1	3
	Specialist advice				1	4	4
	Methods and tools			2	2	5	3
Change and transformation		Level 1	Level 2	Level 3	Level 4	Level 5	Level 6	Level 7
Change implementation	Portfolio management					2	2
	Programme management						3	1
	Project management				1	2	4	2
	Portfolio, programme and project support		2		1	1	1
Change analysis	Business situation analysis			1	1	3	1
	Feasibility assessment				1	3	1
	Requirements definition and management		1	2	1	4	2
	Business modelling		2	2		3
	Acceptance testing		2	1	2	3
Change planning	Business process improvement					4	3
	Organisational capability development					1	1	1
	Organisation design and implementation					2	2
	Organisational change management				1	3
	Benefits management					3
Development and implementation		Level 1	Level 2	Level 3	Level 4	Level 5	Level 6	Level 7
Systems development	Product management				3	3	1
	Systems development management					2	1	1
	Systems and software life cycle engineering				1	3	1
	Systems design			1	2	5	1
	Software design		1	2	1	6
	Network design			3	1		2
	Hardware design			2		1	3
	Programming/software development		1	5	5	4	3
	Systems integration and build		3	2	3	5	1
	Testing	2	1	3	3	3
	Software configuration			6	1	3
	Real-time/embedded systems development		2			2	1
	Safety engineering				1
	Safety assessment				1	1
	Radio frequency engineering
	Animation development			1
Data and analysis	Data management				6	2
	Data modelling and design		2	4	2	2
	Database design			2	6	1
	Data engineering		2	4	1		1
	Database administration		1	5	1
	Data science		4	1	1
	Machine learning		2	1
	Business intelligence			5	1	1
	Data visualisation			4	1	2
User experience	User research				1	2
	User experience analysis			2	1
	User experience design			1	2
	User experience evaluation		2		1
Content management	Content authoring		1	2	2
	Content publishing	1		2
	Knowledge management		1			3
Computational Science	Scientific modelling				1		1
	Numerical analysis				3
	High performance computing				1		1
Relationships and engagement		Level 1	Level 2	Level 3	Level 4	Level 5	Level 6	Level 7
Stakeholder management	Sourcing			1	2		1
	Supplier management				2		2
	Contract management				3	1
	Relationship management				2	2	2
	Customer service support	1	2	1	3	2
	Business administration		2	1	1	4
Sales and Marketing	Marketing		2	1	3
	Selling				4	1
	Sales support	1			2	2
Delivery and operation		Level 1	Level 2	Level 3	Level 4	Level 5	Level 6	Level 7
Technology management	Technology service management						1
	Application support			4	1	2
	IT infrastructure	1	1	3		3
	System software			1		1
	Network support			1		2
	Systems installation and removal	1	2	2		1
	Configuration management		2	1			1
	Release and deployment			2	1	2
	Storage management				1		1
	Facilities management					1
Service management	Service level management			1		2	1
	Service catalogue management			3		1
	Availability management				2	1
	Capacity management				2	1
	Incident management				6	1
	Problem management			1	4	1
	Change control		1	2		2	1
	Asset management				1	1
	Service acceptance				1	1
Security operations	Security operations	1	1		1		1
	Vulnerability assessment		1	1		1
	Digital forensics			1		1
	Penetration testing			1		1
People and skills		Level 1	Level 2	Level 3	Level 4	Level 5	Level 6	Level 7
People management	Performance management				1	3	1
	Employee experience				4	1	2
	Organisational facilitation				3	1	1
	Professional development				2	2	2
	Workforce planning				2	3
	Resourcing					5	1
Skills management	Learning and development management			1		3	2
	Learning design and development			2	3	1
	Learning delivery			1	3	3
	Competency assessment			2		1	1
	Certification scheme operation			1	1	1
	Teaching		1		1	2	1
	Subject formation				3		2

SFIA: Skills Framework for the Information Age is under license.

Skills Heat Map

Strategy and architecture

Change and transformation

Development and implementation

Relationships and engagement

Delivery and operation

People and skills