Period
to 25 April 2018

The table below looks at the prevalence of the term Clustering in permanent job vacancies advertised in the South West. Included is a benchmarking guide to the salaries offered in vacancies that have cited Clustering over the 6 months to 25 April 2018 with a comparison to the same period over the previous 2 years.

Clustering
England > South West
6 months to
25 Apr 2018
Same period 2017 Same period 2016
Rank 267 298 303
Rank change year-on-year +31 +5 -61
Permanent jobs citing Clustering 78 38 64
As % of all permanent IT jobs advertised in the South West 0.73% 0.37% 0.56%
As % of the Miscellaneous category 1.89% 0.92% 1.34%
Number of salaries quoted 68 32 58
South West median annual salary £50,000 £36,297 £40,000
Median salary % change year-on-year +37.75% -9.26% +14.29%
10th Percentile £30,000 £31,250 £26,500
90th Percentile £70,000 £53,400 £48,750
England median annual salary £50,000 £50,000 £50,000

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 the South West with a requirement for generic IT skills.

All Generic IT Skills
South West
Permanent vacancies with a requirement for generic IT skills 4,125 4,117 4,759
As % of all permanent IT jobs advertised in the South West 38.71% 40.52% 41.84%
Number of salaries quoted 3,175 3,287 3,774
South West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +6.67%
10th Percentile £25,000 £24,375 £24,500
90th Percentile £63,750 £65,000 £65,000
England median annual salary £50,000 £49,500 £50,000
% change year-on-year +1.01% -1.00% +5.26%

Clustering
Job Vacancy Trend in the South West

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

Job vacancy trend for Clustering in the South West

Clustering
Salary Trend in the South West

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

Salary trend for Clustering in the South West

Clustering
Salary Histogram in the South West

The salary distribution of IT jobs citing Clustering in the South West over the 6 months to 25 April 2018.

Salary histogram for Clustering in the South West

Clustering
Job Locations in the South West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Clustering within the South West region over the 6 months to 25 April 2018. 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
Bristol +17 42 £50,000 +42.86% 2
Dorset -30 16 £32,500 -40.01% 4
Wiltshire -3 15 £75,000 +81.82% 2
Gloucestershire +35 5 £75,000 +114.29%
Somerset +15 1 £75,000 -
Clustering
England

For the 6 months to 25 April 2018, 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 South West region with a requirement for Clustering.

1 53 (67.95%) SQL
1 53 (67.95%) Amazon AWS
2 44 (56.41%) Microsoft Azure
3 39 (50.00%) Elasticsearch
4 37 (47.44%) Python
5 36 (46.15%) ETL
5 36 (46.15%) Analytics
6 35 (44.87%) Amazon EMR
6 35 (44.87%) Amazon Redshift
6 35 (44.87%) Pandas
6 35 (44.87%) Amazon Kinesis
6 35 (44.87%) MLlib
6 35 (44.87%) Open Source
6 35 (44.87%) Scala
6 35 (44.87%) MapReduce
6 35 (44.87%) Java
6 35 (44.87%) Artificial Intelligence
6 35 (44.87%) Amazon Athena
7 33 (42.31%) Agile Software Development
7 33 (42.31%) Apache Spark
7 33 (42.31%) BigQuery
8 31 (39.74%) Scrum
8 31 (39.74%) C#
9 29 (37.18%) Business Intelligence
9 29 (37.18%) Coaching
9 29 (37.18%) GitHub
9 29 (37.18%) Hadoop
9 29 (37.18%) Deployment Automation
10 28 (35.90%) Microsoft
11 27 (34.62%) Visualisation

Clustering
Co-occurring IT Skills in the South West 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 39 (50.00%) Elasticsearch
2 33 (42.31%) Apache Spark
3 25 (32.05%) Apache Pig
4 13 (16.67%) MS Exchange
5 12 (15.38%) SharePoint
6 10 (12.82%) IIS
7 7 (8.97%) SharePoint 2010
8 5 (6.41%) Exchange Server 2007
9 3 (3.85%) CMS
9 3 (3.85%) SharePoint 2013
9 3 (3.85%) Sitecore CMS
10 2 (2.56%) Apache
10 2 (2.56%) Exchange Server 2010
10 2 (2.56%) Skype for Business
11 1 (1.28%) OpenStack
Applications
1 2 (2.56%) Microsoft Office
Cloud Services
1 53 (67.95%) Amazon AWS
2 44 (56.41%) Microsoft Azure
3 35 (44.87%) Amazon EMR
3 35 (44.87%) Amazon Kinesis
4 29 (37.18%) GitHub
5 9 (11.54%) Office 365
6 7 (8.97%) Azure Active Directory
7 5 (6.41%) Cloud Computing
Communications & Networking
1 15 (19.23%) WAN
2 13 (16.67%) LAN
3 11 (14.10%) SAN
4 8 (10.26%) TCP/IP
5 7 (8.97%) DNS
6 6 (7.69%) Firewall
6 6 (7.69%) VPN
6 6 (7.69%) Wireless
7 5 (6.41%) DHCP
7 5 (6.41%) NAS
8 4 (5.13%) FTP
8 4 (5.13%) HTTP
8 4 (5.13%) IPsec
8 4 (5.13%) Reverse Proxy
9 3 (3.85%) Kerberos
9 3 (3.85%) NetScaler
9 3 (3.85%) Remote Desktop
10 2 (2.56%) Sourcefire
10 2 (2.56%) VLAN
11 1 (1.28%) DDNS
Database & Business Intelligence
1 35 (44.87%) Amazon Athena
1 35 (44.87%) Amazon Redshift
2 33 (42.31%) BigQuery
3 29 (37.18%) Hadoop
4 27 (34.62%) Big Data
5 25 (32.05%) Apache Hive
5 25 (32.05%) Impala
5 25 (32.05%) Power BI
5 25 (32.05%) Presto
5 25 (32.05%) Spotfire
6 17 (21.79%) SQL Server
7 5 (6.41%) MySQL
7 5 (6.41%) SQL Server 2005
8 4 (5.13%) Data Warehouse
8 4 (5.13%) MongoDB
8 4 (5.13%) NoSQL
8 4 (5.13%) Redis
8 4 (5.13%) SQL Server 2014
8 4 (5.13%) SQL Server Integration Services
8 4 (5.13%) SQL Server Reporting Services
Development Applications
1 23 (29.49%) JIRA
2 4 (5.13%) Team Foundation Server
2 4 (5.13%) Visual Studio
General
1 20 (25.64%) Electronics
2 7 (8.97%) Finance
2 7 (8.97%) Marketing
3 4 (5.13%) Retail
4 3 (3.85%) Manufacturing
4 3 (3.85%) Telecoms
Job Titles
1 27 (34.62%) Data Engineer
2 25 (32.05%) Senior Data Engineer
3 23 (29.49%) AWS Engineer
3 23 (29.49%) Hadoop Engineer
3 23 (29.49%) Senior Hadoop Engineer
4 13 (16.67%) Analyst
5 8 (10.26%) Data Science Leader
5 8 (10.26%) Technical Leader
6 7 (8.97%) Architect
6 7 (8.97%) Technical Architect
7 5 (6.41%) Consultant
7 5 (6.41%) Support Analyst
8 4 (5.13%) Developer
8 4 (5.13%) Junior
8 4 (5.13%) Junior DBA
8 4 (5.13%) Senior Analyst
8 4 (5.13%) Service Analyst
8 4 (5.13%) Service Desk Analyst
8 4 (5.13%) SQL Developer
8 4 (5.13%) Wintel Analyst
Libraries, Frameworks & Software Standards
1 35 (44.87%) MLlib
1 35 (44.87%) Pandas
2 6 (7.69%) Velocity
3 4 (5.13%) .NET
3 4 (5.13%) WCF
3 4 (5.13%) Web Services
4 3 (3.85%) ADSI
4 3 (3.85%) LDAP
5 1 (1.28%) OpenCV
Miscellaneous
1 17 (21.79%) User Experience
2 16 (20.51%) Data Centre
3 12 (15.38%) Internet of Things
4 5 (6.41%) PKI
4 5 (6.41%) Replication
5 4 (5.13%) CCTV
6 2 (2.56%) Fat Client
6 2 (2.56%) Thin Client
7 1 (1.28%) Algorithms
Operating Systems
1 21 (26.92%) Windows
2 20 (25.64%) Windows Server 2008
3 15 (19.23%) Linux
4 13 (16.67%) Windows Server 2012
5 12 (15.38%) Windows Server
5 12 (15.38%) Windows Server 2003
6 4 (5.13%) Ubuntu
6 4 (5.13%) Windows 7
7 1 (1.28%) CentOS
7 1 (1.28%) Debian
7 1 (1.28%) Embedded Linux
7 1 (1.28%) Red Hat Enterprise Linux
7 1 (1.28%) SUSE
7 1 (1.28%) Unix
7 1 (1.28%) Windows 2000 Server
Processes & Methodologies
1 36 (46.15%) Analytics
1 36 (46.15%) ETL
2 35 (44.87%) Artificial Intelligence
2 35 (44.87%) MapReduce
2 35 (44.87%) Open Source
3 33 (42.31%) Agile Software Development
4 31 (39.74%) Scrum
5 29 (37.18%) Business Intelligence
5 29 (37.18%) Coaching
5 29 (37.18%) Deployment Automation
6 27 (34.62%) Data Visualisation
6 27 (34.62%) Visualisation
7 26 (33.33%) DevOps
8 23 (29.49%) Continuous Delivery
8 23 (29.49%) Data Analytics
9 20 (25.64%) ITIL
10 17 (21.79%) Software Engineering
11 13 (16.67%) Customer Requirements
12 12 (15.38%) Migration
13 11 (14.10%) Service Management
Programming Languages
1 53 (67.95%) SQL
2 37 (47.44%) Python
3 35 (44.87%) Java
3 35 (44.87%) Scala
4 31 (39.74%) C#
5 7 (8.97%) C
6 3 (3.85%) PowerShell
7 1 (1.28%) Bash Shell
7 1 (1.28%) C++
7 1 (1.28%) R
7 1 (1.28%) Ruby
Qualifications
1 16 (20.51%) Security Cleared
2 12 (15.38%) Microsoft Certification
3 10 (12.82%) SC Cleared
4 6 (7.69%) DBS Check
4 6 (7.69%) DV Cleared
5 4 (5.13%) MCSA
6 2 (2.56%) MCSE
6 2 (2.56%) VCP5
6 2 (2.56%) VMware Certified Professional (VCP)
7 1 (1.28%) Citrix Certification
Quality Assurance & Compliance
1 8 (10.26%) SLA
System Software
1 26 (33.33%) Docker
2 20 (25.64%) Active Directory
2 20 (25.64%) VMware Infrastructure
3 8 (10.26%) Hyper-V
3 8 (10.26%) Virtual Desktop
4 5 (6.41%) VMware ESXi
5 3 (3.85%) XenApp
5 3 (3.85%) XenDesktop
6 1 (1.28%) DFS Replication
6 1 (1.28%) Microsoft App-V
6 1 (1.28%) Terminal Services
6 1 (1.28%) VMware Server
6 1 (1.28%) XenServer
Systems Management
1 10 (12.82%) Microsoft Clustering
2 6 (7.69%) HP Data Protector
2 6 (7.69%) SCCM
2 6 (7.69%) SCOM
3 4 (5.13%) Endace
3 4 (5.13%) Grafana
3 4 (5.13%) ZABBIX
4 3 (3.85%) WSUS
5 1 (1.28%) Ansible
5 1 (1.28%) EdgeSight
5 1 (1.28%) Failover Clustering
5 1 (1.28%) HP SIM
5 1 (1.28%) Kubernetes
5 1 (1.28%) Opscode Chef
5 1 (1.28%) Puppet
5 1 (1.28%) SCOrch
5 1 (1.28%) SCVMM
Vendors
1 28 (35.90%) Microsoft
2 25 (32.05%) Tableau
3 23 (29.49%) Atlassian
4 22 (28.21%) VMware
5 18 (23.08%) HP
6 14 (17.95%) Citrix
7 13 (16.67%) Cisco
8 7 (8.97%) F5
8 7 (8.97%) Juniper
9 5 (6.41%) McAfee
9 5 (6.41%) SolarWinds
10 4 (5.13%) Percona
11 3 (3.85%) SAP
11 3 (3.85%) Sitecore
12 2 (2.56%) Aruba
12 2 (2.56%) Fortinet
12 2 (2.56%) Lumension
12 2 (2.56%) Symantec
12 2 (2.56%) Tripwire
12 2 (2.56%) Veeam