Period
to 20 November 2017

The table below looks at the prevalence of the term Clustering in permanent job vacancies advertised in West Yorkshire. Included is a benchmarking guide to the salaries offered in vacancies that have cited Clustering over the 6 months to 20 November 2017 with a comparison to the same period over the previous 2 years.

Clustering
Yorkshire > West Yorkshire
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 188 198 211
Rank change year-on-year +10 +13 -90
Permanent jobs citing Clustering 68 76 102
As % of all permanent IT jobs advertised in West Yorkshire 1.00% 1.00% 1.10%
As % of the Miscellaneous category 3.06% 3.27% 3.20%
Number of salaries quoted 56 62 90
West Yorkshire median annual salary £40,000 £47,500 £40,000
Median salary % change year-on-year -15.79% +18.75% -15.79%
10th Percentile £32,969 £32,050 £27,500
90th Percentile £56,250 £55,000 £66,250
Yorkshire median annual salary £40,000 £45,000 £40,000
% change year-on-year -11.11% +12.50% -15.79%

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

All Generic IT Skills
West Yorkshire
Permanent vacancies with a requirement for generic IT skills 2219 2325 3192
As % of all permanent IT jobs advertised in West Yorkshire 32.72% 30.70% 34.44%
Number of salaries quoted 1787 1955 2412
West Yorkshire median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +3.90%
10th Percentile £26,250 £25,000 £25,000
90th Percentile £63,750 £66,250 £60,000
Yorkshire median annual salary £41,375 £40,000 £40,000
% change year-on-year +3.44% - +6.67%

Clustering
Job Vacancy Trend in West Yorkshire

Job postings citing Clustering as a percentage of all IT jobs advertised in West Yorkshire.

Job vacancy trend for Clustering in West Yorkshire

Clustering
Salary Trend in West Yorkshire

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

Salary trend for Clustering in West Yorkshire

Clustering
Salary Histogram in West Yorkshire

The salary distribution of IT jobs citing Clustering in West Yorkshire over the 6 months to 20 November 2017.

Salary histogram for Clustering in West Yorkshire

Clustering
Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Clustering within the West Yorkshire region over the 6 months to 20 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Bradford +39 32 £40,000 -20.00%
Leeds -13 32 £42,250 -13.78%
Wakefield -2 3 £35,000 -17.65%
Clustering
Yorkshire

For the 6 months to 20 November 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 West Yorkshire region with a requirement for Clustering.

1 53 (77.94%) VMware
2 46 (67.65%) SAN
3 45 (66.18%) Linux
4 42 (61.76%) Microsoft
4 42 (61.76%) VMware Infrastructure
5 35 (51.47%) TCP/IP
6 33 (48.53%) Red Hat Enterprise Linux
7 31 (45.59%) Red Hat
7 31 (45.59%) Shell Script
8 27 (39.71%) Hitachi
9 26 (38.24%) Windows
10 25 (36.76%) Active Directory
11 24 (35.29%) SSL
12 22 (32.35%) HTTP
12 22 (32.35%) Reverse Proxy
12 22 (32.35%) iptables
13 21 (30.88%) ITIL
14 19 (27.94%) SQL Server
15 18 (26.47%) Windows Server
16 17 (25.00%) Windows Server 2012
16 17 (25.00%) Finance
17 16 (23.53%) SOA
18 15 (22.06%) Citrix
18 15 (22.06%) VMware ESXi
19 14 (20.59%) Hyper-V
19 14 (20.59%) Windows Server 2008
19 14 (20.59%) Performance Monitoring
19 14 (20.59%) Data Centre
20 13 (19.12%) Cisco
20 13 (19.12%) IIS

Clustering
Co-occurring IT Skills in West 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
1 13 (19.12%) IIS
2 10 (14.71%) SharePoint
2 10 (14.71%) Skype for Business
3 8 (11.76%) MS Exchange
4 5 (7.35%) Elasticsearch
5 3 (4.41%) Exchange Server 2010
5 3 (4.41%) Office Communications Server
5 3 (4.41%) SharePoint 2010
5 3 (4.41%) SharePoint 2013
5 3 (4.41%) WebLogic
6 2 (2.94%) Exchange Server 2007
7 1 (1.47%) CMS
7 1 (1.47%) Oracle Service Bus
7 1 (1.47%) Oracle SOA Suite
7 1 (1.47%) Tuxedo
7 1 (1.47%) WebSphere
Applications
1 5 (7.35%) Microsoft Office
Business Applications
1 3 (4.41%) Remedy ITSM
2 1 (1.47%) Oracle BPM
Cloud Services
1 13 (19.12%) Microsoft Azure
2 12 (17.65%) Amazon AWS
3 3 (4.41%) Office 365
4 1 (1.47%) IaaS
Communications & Networking
1 46 (67.65%) SAN
2 35 (51.47%) TCP/IP
3 24 (35.29%) SSL
4 22 (32.35%) HTTP
4 22 (32.35%) Reverse Proxy
5 10 (14.71%) DHCP
5 10 (14.71%) DNS
6 8 (11.76%) VPN
7 5 (7.35%) Firewall
8 4 (5.88%) NAS
8 4 (5.88%) VoIP
8 4 (5.88%) WAN
9 3 (4.41%) iSCSI
9 3 (4.41%) ISDN
9 3 (4.41%) LAN
10 2 (2.94%) VLAN
10 2 (2.94%) Wireless
11 1 (1.47%) Cisco IOS
11 1 (1.47%) DMVPN
11 1 (1.47%) Fibre Channel
Database & Business Intelligence
1 19 (27.94%) SQL Server
2 9 (13.24%) SQL Server 2008
3 7 (10.29%) SQL Server Integration Services
4 6 (8.82%) SQL Server 2005
4 6 (8.82%) SQL Server Reporting Services
5 3 (4.41%) Amazon RDS
5 3 (4.41%) DB2
5 3 (4.41%) MySQL
5 3 (4.41%) Power BI
5 3 (4.41%) SQL Server Analysis Services
6 1 (1.47%) Data Warehouse
6 1 (1.47%) DataStage
6 1 (1.47%) Oracle Database
6 1 (1.47%) Oracle Database 11g
Development Applications
1 5 (7.35%) Git (software)
1 5 (7.35%) Jenkins
1 5 (7.35%) Subversion
1 5 (7.35%) TeamCity
2 3 (4.41%) Team Foundation Server
2 3 (4.41%) Visual Studio
General
1 17 (25.00%) Finance
2 3 (4.41%) Advertising
2 3 (4.41%) Games
2 3 (4.41%) Legal
3 1 (1.47%) Retail
Job Titles
1 16 (23.53%) Linux Engineer
2 14 (20.59%) Administrator
3 12 (17.65%) Linux Administrator
3 12 (17.65%) Systems Administrator
3 12 (17.65%) Systems Engineer
4 11 (16.18%) Infrastructure Specialist
5 10 (14.71%) Linux Systems Administrator
6 9 (13.24%) DBA
6 9 (13.24%) SQL DBA
7 8 (11.76%) AWS Engineer
7 8 (11.76%) Linux Systems Engineer
7 8 (11.76%) Operations Engineer
8 7 (10.29%) 3rd Line Engineer
8 7 (10.29%) Infrastructure Operations Specialist
9 6 (8.82%) IT Engineer
9 6 (8.82%) Linux Specialist
10 5 (7.35%) Infrastructure Engineer
11 3 (4.41%) Senior DBA
11 3 (4.41%) Senior SQL DBA
11 3 (4.41%) Technical Engineer
Libraries, Frameworks & Software Standards
1 2 (2.94%) Web Services
2 1 (1.47%) Middleware
2 1 (1.47%) SAP PI
2 1 (1.47%) XMPP
Miscellaneous
1 14 (20.59%) Data Centre
2 6 (8.82%) PKI
3 4 (5.88%) Replication
4 3 (4.41%) Analytical Skills
5 2 (2.94%) Fat Client
5 2 (2.94%) Thin Client
6 1 (1.47%) HP Storage
6 1 (1.47%) Management Information System
6 1 (1.47%) Public Cloud
Operating Systems
1 45 (66.18%) Linux
2 33 (48.53%) Red Hat Enterprise Linux
3 26 (38.24%) Windows
4 18 (26.47%) Windows Server
5 17 (25.00%) Windows Server 2012
6 14 (20.59%) Windows Server 2008
7 7 (10.29%) Unix
8 4 (5.88%) Windows Server 2003
9 2 (2.94%) Windows 7
Processes & Methodologies
1 21 (30.88%) ITIL
2 16 (23.53%) SOA
3 14 (20.59%) Performance Monitoring
4 13 (19.12%) Root Cause Analysis
5 10 (14.71%) Load Balancing
5 10 (14.71%) Release Management
6 8 (11.76%) High Availability
6 8 (11.76%) Service Design
7 7 (10.29%) Capacity Planning
7 7 (10.29%) DevOps
7 7 (10.29%) Disaster Recovery
8 6 (8.82%) Business Intelligence
8 6 (8.82%) Coaching
8 6 (8.82%) Patch Management
9 5 (7.35%) Change Control
9 5 (7.35%) Configuration Management
9 5 (7.35%) Continuous Integration
9 5 (7.35%) Server Virtualisation
10 4 (5.88%) ETL
10 4 (5.88%) Service Management
Programming Languages
1 31 (45.59%) Shell Script
2 10 (14.71%) SQL
2 10 (14.71%) T-SQL
3 7 (10.29%) PowerShell
4 3 (4.41%) Bash Shell
4 3 (4.41%) Perl
Qualifications
1 5 (7.35%) SC Cleared
1 5 (7.35%) Security Cleared
2 4 (5.88%) MCP
2 4 (5.88%) MCSE
2 4 (5.88%) Microsoft Certification
3 2 (2.94%) VMware Certified Professional (VCP)
4 1 (1.47%) CCIE
4 1 (1.47%) CCNP
4 1 (1.47%) CCNP Voice
4 1 (1.47%) CCVP
4 1 (1.47%) Cisco Certification
Quality Assurance & Compliance
1 6 (8.82%) SLA
2 1 (1.47%) PCI DSS
System Software
1 42 (61.76%) VMware Infrastructure
2 25 (36.76%) Active Directory
3 22 (32.35%) iptables
4 15 (22.06%) VMware ESXi
5 14 (20.59%) Hyper-V
6 9 (13.24%) vSphere
7 6 (8.82%) XenDesktop
8 5 (7.35%) Docker
8 5 (7.35%) XenApp
9 4 (5.88%) Virtual Machines
10 3 (4.41%) XenServer
11 2 (2.94%) Virtual Servers
Systems Management
1 13 (19.12%) SCCM
2 11 (16.18%) SCOM
3 8 (11.76%) Microsoft Data Protection Manager
4 6 (8.82%) Microsoft Clustering
5 5 (7.35%) Consul
5 5 (7.35%) Graphite
5 5 (7.35%) Kubernetes
5 5 (7.35%) Norton AntiVirus
5 5 (7.35%) Prometheus
5 5 (7.35%) SCDPM
5 5 (7.35%) WSUS
6 4 (5.88%) ServiceCenter
7 3 (4.41%) Ansible
7 3 (4.41%) Backup Exec
7 3 (4.41%) CFEngine
7 3 (4.41%) Failover Clustering
7 3 (4.41%) Opscode Chef
7 3 (4.41%) Puppet
7 3 (4.41%) Salt
8 2 (2.94%) Opsview
Vendors
1 53 (77.94%) VMware
2 42 (61.76%) Microsoft
3 31 (45.59%) Red Hat
4 27 (39.71%) Hitachi
5 15 (22.06%) Citrix
6 13 (19.12%) Cisco
7 12 (17.65%) HP
8 9 (13.24%) Veeam
9 8 (11.76%) CommVault
10 6 (8.82%) Dell
10 6 (8.82%) F5
10 6 (8.82%) NetApp
11 5 (7.35%) CheckPoint
11 5 (7.35%) Symantec
12 3 (4.41%) BMC
12 3 (4.41%) Google
12 3 (4.41%) Huawei
12 3 (4.41%) IBM
12 3 (4.41%) Remedy
12 3 (4.41%) Riverbed