Period
to 6 August 2020

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 6 months to 6 August 2020 with a comparison to the same period over the previous 2 years.

Clustering
England > Yorkshire
6 months to
6 Aug 2020
Same period 2019 Same period 2018
Rank 161 270 273
Rank change year-on-year +109 +3 -8
Permanent jobs citing Clustering 20 41 32
As % of all permanent jobs advertised in Yorkshire 0.58% 0.54% 0.34%
As % of the Miscellaneous category 1.74% 1.47% 1.01%
Number of salaries quoted 12 38 24
Median annual salary £60,000 £55,000 £36,250
Median salary % change year-on-year +9.09% +51.72% -13.69%
10th Percentile £40,000 £41,775 £28,100
90th Percentile £71,750 £81,125 £46,475
England median annual salary £52,500 £55,000 £52,500
% change year-on-year -4.55% +4.76% +5.00%

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 Yorkshire with a requirement for generic IT skills.

All Generic IT Skills
Yorkshire
Permanent vacancies with a requirement for generic IT skills 1,150 2,783 3,153
As % of all permanent IT jobs advertised in Yorkshire 33.28% 36.58% 33.72%
Number of salaries quoted 930 2,068 2,543
Median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £26,250 £24,000 £25,000
90th Percentile £67,500 £62,500 £60,000
England median annual salary £55,000 £53,000 £52,500
% change year-on-year +3.77% +0.95% +5.00%

Clustering
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Clustering in Yorkshire

Clustering
Salary Trend in Yorkshire

3-month moving average salary quoted in jobs citing Clustering in Yorkshire.

Salary trend for Clustering in Yorkshire

Clustering
Salary Histogram in Yorkshire

Salary distribution for jobs citing Clustering in Yorkshire over the 6 months to 6 August 2020.

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 6 months to 6 August 2020. 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
West Yorkshire +63 17 £60,000 +9.09% 3
North Yorkshire +74 2 £60,000 +42.86%
East Yorkshire - 1 £27,500 -
Clustering
England

For the 6 months to 6 August 2020, IT jobs citing Clustering also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Yorkshire region with a requirement for Clustering.

1 16 (80.00%) Migration
2 14 (70.00%) SQL
3 13 (65.00%) Windows
3 13 (65.00%) Microsoft
3 13 (65.00%) Windows Server
4 12 (60.00%) Active Directory
4 12 (60.00%) Hyper-V
4 12 (60.00%) Azure
5 11 (55.00%) PaaS
5 11 (55.00%) Visualisation
5 11 (55.00%) Azure SQL Database
5 11 (55.00%) Tableau
5 11 (55.00%) Data Analytics
5 11 (55.00%) IaaS
5 11 (55.00%) Analytics
5 11 (55.00%) Data Transformation
5 11 (55.00%) SCVMM
5 11 (55.00%) PlateSpin
5 11 (55.00%) Data Warehouse
5 11 (55.00%) Business Intelligence
5 11 (55.00%) Virtual Machines
5 11 (55.00%) Data Centre
5 11 (55.00%) Databricks
5 11 (55.00%) Azure Data Factory
5 11 (55.00%) Azure SQL Data Warehouse
5 11 (55.00%) Power BI
5 11 (55.00%) VirtaMove
5 11 (55.00%) Azure Stack
5 11 (55.00%) Power Platform
6 7 (35.00%) Data Lake

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:

Cloud Services
1 12 (60.00%) Azure
2 11 (55.00%) Azure Data Factory
2 11 (55.00%) Azure Stack
2 11 (55.00%) IaaS
2 11 (55.00%) PaaS
2 11 (55.00%) Power Platform
3 1 (5.00%) Office 365
Communications & Networking
1 5 (25.00%) WAN
2 4 (20.00%) BGP
2 4 (20.00%) IPsec
2 4 (20.00%) IPv4
2 4 (20.00%) OSPF
3 1 (5.00%) DHCP
3 1 (5.00%) DNS
3 1 (5.00%) Firewall
3 1 (5.00%) LAN
3 1 (5.00%) TCP/IP
3 1 (5.00%) VLAN
3 1 (5.00%) VoIP
3 1 (5.00%) VPN
3 1 (5.00%) Wireless
Database & Business Intelligence
1 11 (55.00%) Azure SQL Data Warehouse
1 11 (55.00%) Azure SQL Database
1 11 (55.00%) Data Warehouse
1 11 (55.00%) Power BI
2 7 (35.00%) Data Lake
3 2 (10.00%) SQL Server
3 2 (10.00%) SQL Server Analysis Services
3 2 (10.00%) SQL Server Integration Services
3 2 (10.00%) SQL Server Reporting Services
4 1 (5.00%) SQL Server 2014
Job Titles
1 7 (35.00%) Architect
1 7 (35.00%) Azure Architect
2 3 (15.00%) Data Architect
2 3 (15.00%) DBA
2 3 (15.00%) Implementation Engineer
2 3 (15.00%) Network Engineer
2 3 (15.00%) Network Implementation Engineer
2 3 (15.00%) Senior DBA
2 3 (15.00%) Senior SQL DBA
2 3 (15.00%) SQL DBA
2 3 (15.00%) WAN Engineer
3 1 (5.00%) Administrator
3 1 (5.00%) Infrastructure Engineer
3 1 (5.00%) Network Manager
3 1 (5.00%) Senior Support Engineer
3 1 (5.00%) Support Engineer
Miscellaneous
1 11 (55.00%) Data Centre
Operating Systems
1 13 (65.00%) Windows
1 13 (65.00%) Windows Server
2 1 (5.00%) Windows 7
2 1 (5.00%) Windows Server 2012
Processes & Methodologies
1 16 (80.00%) Migration
2 11 (55.00%) Analytics
2 11 (55.00%) Business Intelligence
2 11 (55.00%) Data Analytics
2 11 (55.00%) Data Transformation
2 11 (55.00%) Visualisation
3 5 (25.00%) Network Management
4 4 (20.00%) Performance Management
4 4 (20.00%) Problem-Solving
5 3 (15.00%) Performance Tuning
6 2 (10.00%) Mentoring
7 1 (5.00%) Agile Software Development
7 1 (5.00%) Cybersecurity
7 1 (5.00%) Data Architecture
7 1 (5.00%) Data Security
7 1 (5.00%) Disaster Recovery
7 1 (5.00%) High Availability
7 1 (5.00%) Infrastructure Engineering
7 1 (5.00%) Patch Management
7 1 (5.00%) Waterfall
Programming Languages
1 14 (70.00%) SQL
2 3 (15.00%) T-SQL
3 2 (10.00%) PL/SQL
4 1 (5.00%) PowerShell
System Software
1 12 (60.00%) Active Directory
1 12 (60.00%) Hyper-V
2 11 (55.00%) Virtual Machines
3 1 (5.00%) VMware Infrastructure
Systems Management
1 11 (55.00%) SCVMM
2 1 (5.00%) Ansible
2 1 (5.00%) Puppet
2 1 (5.00%) Terraform
Vendors
1 13 (65.00%) Microsoft
2 11 (55.00%) Databricks
2 11 (55.00%) PlateSpin
2 11 (55.00%) Tableau
2 11 (55.00%) VirtaMove
3 1 (5.00%) Dell
3 1 (5.00%) HP
3 1 (5.00%) Oracle
3 1 (5.00%) Sage
3 1 (5.00%) SonicWALL
3 1 (5.00%) VMware