Clustering Jobs in Yorkshire

The table below looks at the prevalence of the term Clustering in permanent job vacancies advertised in Yorkshire. Included is a benchmarking guide to the salaries offered in vacancies that have cited Clustering over the 3 months to 25 June 2017 with a comparison to the same period over the previous 2 years.

Clustering England / Yorkshire
Location	3 months to 25 Jun 2017	Same period 2016	Same period 2015
Rank	192	210	220
Rank change year-on-year	+18	+10
Permanent jobs citing Clustering	37	33	44
As % of all permanent IT jobs advertised in Yorkshire	0.69%	0.59%	0.65%
As % of the Miscellaneous category	1.93%	1.83%	2.01%
Number of salaries quoted	20	24	41
Median salary	£44,375	£44,000	£37,500
Median salary % change year-on-year	+0.85%	+17.33%
90% offered a salary of more than	£40,694	£30,700	£33,000
10% offered a salary of more than	£50,500	£64,200	£60,000
UK excluding London median salary	£45,000	£44,000	£44,500
% change year-on-year	+2.27%	-1.12%

Clustering is in the generic IT skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Yorkshire with a requirement for generic IT skills.

Generic IT Skills Yorkshire
Permanent job vacancies with a requirement for generic IT skills	1914	1799	2186
As % of all permanent IT job vacancies advertised in Yorkshire	35.79%	32.31%	32.14%
Number of salaries quoted	1530	1416	1723
Median salary	£40,350	£40,000	£38,000
Median salary % change year-on-year	+0.87%	+5.26%
90% offered a salary of more than	£25,000	£25,000	£25,000
10% offered a salary of more than	£60,000	£55,000	£60,000
UK excluding London median salary	£42,500	£42,500	£40,000
% change year-on-year	-	+6.25%

Clustering
Job Vacancy Trend in Yorkshire

The job posting trend of jobs advertised in Yorkshire citing Clustering as a proportion of all permanent or contract IT jobs with a match in the Miscellaneous category.

Job vacancy trend for Clustering in Yorkshire

Clustering
Salary Trend in Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Clustering in Yorkshire.

Salary trend for Clustering in Yorkshire

Clustering
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Clustering in Yorkshire over the 3 months to 25 June 2017.

Salary histogram for Clustering in Yorkshire

Clustering
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Clustering within the Yorkshire region over the 3 months to 25 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location	Rank Change on Same Period Last Year	Matching Permanent IT Job Ads	Median Salary Last 3 Months	Median Salary % Change on Same Period Last Year	Live Job Vacancies
West Yorkshire	+24	31	£44,375	+4.41%	11
North Yorkshire	+1	5	-	-
South Yorkshire	-16	1	-	-
Clustering England

Clustering
Top 30 Co-occurring IT Skills in Yorkshire

For the 6 months to 25 June 2017, IT jobs citing Clustering also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Yorkshire region with a requirement for Clustering.

1	51 (72.86%)	Windows
2	49 (70.00%)	Active Directory
3	47 (67.14%)	Microsoft
3	47 (67.14%)	VMware
4	41 (58.57%)	VMware Infrastructure
5	40 (57.14%)	Citrix
5	40 (57.14%)	SQL Server
6	37 (52.86%)	SAN
7	35 (50.00%)	Linux
8	33 (47.14%)	Windows Server 2008
9	32 (45.71%)	Windows Server
10	30 (42.86%)	SQL Server 2008
11	29 (41.43%)	Data Centre
11	29 (41.43%)	MS Exchange
12	28 (40.00%)	Windows Server 2012

13	24 (34.29%)	Load Balancing
14	23 (32.86%)	IIS
15	21 (30.00%)	SQL Server 2005
15	21 (30.00%)	VMware ESXi
16	20 (28.57%)	PowerShell
16	20 (28.57%)	NAS
16	20 (28.57%)	VPN
17	19 (27.14%)	Windows Server 2003
17	19 (27.14%)	Unix
17	19 (27.14%)	XenApp
17	19 (27.14%)	Change Control
18	18 (25.71%)	ITIL
18	18 (25.71%)	DNS
18	18 (25.71%)	SLA
19	17 (24.29%)	NetApp

Clustering
Co-occurring IT Skills in Yorkshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
Applications
Business Applications
Cloud Services
Communications & Networking
Database & Business Intelligence
Development Applications
General
Job Titles
Libraries, Frameworks & Software Standards
Miscellaneous
Operating Systems
Processes & Methodologies
Programming Languages
Qualifications
Quality Assurance & Compliance
System Software
Systems Management
Vendors

Application Platforms
1	29 (41.43%)	MS Exchange
2	23 (32.86%)	IIS
3	16 (22.86%)	Exchange Server 2007
3	16 (22.86%)	Exchange Server 2010
3	16 (22.86%)	SharePoint
4	12 (17.14%)	Skype for Business
5	6 (8.57%)	Exchange Server 2013
6	5 (7.14%)	Office Communications Server
7	4 (5.71%)	WebLogic
8	3 (4.29%)	SharePoint 2010
8	3 (4.29%)	SharePoint 2013
8	3 (4.29%)	Tomcat
8	3 (4.29%)	Umbraco
9	2 (2.86%)	Apache
9	2 (2.86%)	CMS
9	2 (2.86%)	Oracle Service Bus
9	2 (2.86%)	Oracle SOA Suite
9	2 (2.86%)	Tuxedo
10	1 (1.43%)	WebSphere

Applications
1	13 (18.57%)	Microsoft Office

Business Applications
1	3 (4.29%)	Remedy ITSM
2	2 (2.86%)	Oracle BPM

Cloud Services
1	16 (22.86%)	Microsoft Azure
2	5 (7.14%)	Amazon AWS
3	4 (5.71%)	Office 365
4	1 (1.43%)	IaaS

Communications & Networking
1	37 (52.86%)	SAN
2	20 (28.57%)	NAS
2	20 (28.57%)	VPN
3	18 (25.71%)	DNS
4	15 (21.43%)	DHCP
5	9 (12.86%)	ISDN
5	9 (12.86%)	VoIP
6	7 (10.00%)	Internet
7	4 (5.71%)	Firewall
8	3 (4.29%)	HTTP
8	3 (4.29%)	LAN
9	2 (2.86%)	TCP/IP
10	1 (1.43%)	Reverse Proxy
10	1 (1.43%)	SSL
10	1 (1.43%)	WAN

Database & Business Intelligence
1	40 (57.14%)	SQL Server
2	30 (42.86%)	SQL Server 2008
3	21 (30.00%)	SQL Server 2005
4	12 (17.14%)	SQL Server Integration Services
4	12 (17.14%)	SQL Server Reporting Services
5	9 (12.86%)	SQL Server 2012
6	7 (10.00%)	MySQL
7	5 (7.14%)	DB2
7	5 (7.14%)	Power BI
7	5 (7.14%)	SQL Server Analysis Services
8	3 (4.29%)	Amazon RDS
8	3 (4.29%)	SQL Server 2014
9	2 (2.86%)	Data Warehouse
9	2 (2.86%)	Oracle Database
9	2 (2.86%)	Oracle Database 11g
10	1 (1.43%)	DataStage
10	1 (1.43%)	DTS
10	1 (1.43%)	SQL Server 2016

Development Applications
1	5 (7.14%)	Team Foundation Server
1	5 (7.14%)	Visual Studio
2	1 (1.43%)	Git (software)
2	1 (1.43%)	Jenkins

General
1	8 (11.43%)	Games
2	4 (5.71%)	Finance
2	4 (5.71%)	Legal
3	1 (1.43%)	Law
3	1 (1.43%)	Retail

Job Titles
1	14 (20.00%)	DBA
1	14 (20.00%)	Technical Engineer
2	13 (18.57%)	Infrastructure Engineer
2	13 (18.57%)	SQL DBA
2	13 (18.57%)	Systems Engineer
3	9 (12.86%)	Active Directory Engineer
3	9 (12.86%)	Citrix Engineer
3	9 (12.86%)	Citrix Server Engineer
3	9 (12.86%)	Exchange Engineer
3	9 (12.86%)	SAN Engineer
4	8 (11.43%)	VMware Engineer
5	7 (10.00%)	Administrator
5	7 (10.00%)	Senior Systems Engineer
6	6 (8.57%)	Senior Active Directory Engineer
6	6 (8.57%)	Senior Citrix Engineer
6	6 (8.57%)	Senior DBA
6	6 (8.57%)	Senior SQL DBA
6	6 (8.57%)	Senior Technical Engineer
6	6 (8.57%)	Senior VMware Engineer
6	6 (8.57%)	Systems Administrator

Libraries, Frameworks & Software Standards
1	4 (5.71%)	Web Services
1	4 (5.71%)	XML
2	2 (2.86%)	Elastic Stack
2	2 (2.86%)	LAMP
2	2 (2.86%)	SAP PI
3	1 (1.43%)	.NET
3	1 (1.43%)	Middleware

Miscellaneous
1	29 (41.43%)	Data Centre
2	6 (8.57%)	Analytical Skills
2	6 (8.57%)	Replication
3	5 (7.14%)	Client/Server
3	5 (7.14%)	PKI
4	1 (1.43%)	CMDB
4	1 (1.43%)	Driving Licence
4	1 (1.43%)	Fat Client
4	1 (1.43%)	Management Information System
4	1 (1.43%)	Thin Client

Operating Systems
1	51 (72.86%)	Windows
2	35 (50.00%)	Linux
3	33 (47.14%)	Windows Server 2008
4	32 (45.71%)	Windows Server
5	28 (40.00%)	Windows Server 2012
6	19 (27.14%)	Unix
6	19 (27.14%)	Windows Server 2003
7	10 (14.29%)	Red Hat Enterprise Linux
8	3 (4.29%)	Windows 7

Processes & Methodologies
1	24 (34.29%)	Load Balancing
2	19 (27.14%)	Change Control
3	18 (25.71%)	ITIL
4	17 (24.29%)	Disaster Recovery
5	16 (22.86%)	High Availability
6	14 (20.00%)	Service Delivery
7	10 (14.29%)	Patch Management
8	9 (12.86%)	Presales
9	8 (11.43%)	Business Intelligence
9	8 (11.43%)	Capacity Planning
9	8 (11.43%)	Email Filtering
9	8 (11.43%)	Kalman Filter
9	8 (11.43%)	Performance Tuning
9	8 (11.43%)	Technical Architecture
10	7 (10.00%)	Database Security
10	7 (10.00%)	DevOps
10	7 (10.00%)	ETL
11	6 (8.57%)	Performance Monitoring
11	6 (8.57%)	Server Hardening
12	5 (7.14%)	Web Filtering

Programming Languages
1	20 (28.57%)	PowerShell
2	17 (24.29%)	SQL
3	14 (20.00%)	T-SQL
4	7 (10.00%)	Bash Shell
4	7 (10.00%)	Perl
5	3 (4.29%)	PHP
6	1 (1.43%)	C#
6	1 (1.43%)	Java
6	1 (1.43%)	PL/SQL
6	1 (1.43%)	Shell Script

Qualifications
1	16 (22.86%)	Microsoft Certification
2	14 (20.00%)	MCSE
3	9 (12.86%)	MCSA
4	7 (10.00%)	MCP
5	5 (7.14%)	MCITP
6	3 (4.29%)	SC Cleared
6	3 (4.29%)	Security Cleared
7	2 (2.86%)	VMware Certified Professional (VCP)

Quality Assurance & Compliance
1	18 (25.71%)	SLA
2	3 (4.29%)	PCI DSS
3	2 (2.86%)	QA

System Software
1	49 (70.00%)	Active Directory
2	41 (58.57%)	VMware Infrastructure
3	21 (30.00%)	VMware ESXi
4	19 (27.14%)	XenApp
5	14 (20.00%)	Hyper-V
6	5 (7.14%)	DFS Replication
6	5 (7.14%)	vSphere
7	3 (4.29%)	XenDesktop
8	2 (2.86%)	Terminal Services
8	2 (2.86%)	Virtual Servers
9	1 (1.43%)	iptables
9	1 (1.43%)	Microsoft Virtual Server
9	1 (1.43%)	Virtual Machines

Systems Management
1	16 (22.86%)	SCCM
2	15 (21.43%)	WSUS
3	11 (15.71%)	Norton AntiVirus
4	8 (11.43%)	Microsoft Clustering
4	8 (11.43%)	Opsview
5	6 (8.57%)	Microsoft Data Protection Manager
5	6 (8.57%)	SCOM
6	3 (4.29%)	Ansible
6	3 (4.29%)	CFEngine
6	3 (4.29%)	Opscode Chef
6	3 (4.29%)	Puppet
6	3 (4.29%)	Salt
6	3 (4.29%)	ServiceCenter
7	2 (2.86%)	Failover Clustering
8	1 (1.43%)	vCenter Server

Vendors
1	47 (67.14%)	Microsoft
1	47 (67.14%)	VMware
2	40 (57.14%)	Citrix
3	17 (24.29%)	NetApp
4	14 (20.00%)	Dell Compellent
5	13 (18.57%)	F5
5	13 (18.57%)	HP
5	13 (18.57%)	Red Hat
6	12 (17.14%)	CommVault
7	11 (15.71%)	CheckPoint
7	11 (15.71%)	Symantec
8	9 (12.86%)	Cisco
9	8 (11.43%)	Kaspersky
10	7 (10.00%)	Oracle
10	7 (10.00%)	Riverbed
11	6 (8.57%)	Civica
11	6 (8.57%)	Nimble Storage
11	6 (8.57%)	Veeam
12	5 (7.14%)	LANDesk
12	5 (7.14%)	SolarWinds