Period
to 23 October 2017

The table below looks at the prevalence of the term Replication in permanent job vacancies advertised in the North West. Included is a benchmarking guide to the salaries offered in vacancies that have cited Replication over the 6 months to 23 October 2017 with a comparison to the same period over the previous 2 years.

Replication
England > North West
6 months to
23 Oct 2017
Same period 2016 Same period 2015
Rank 274 236 206
Rank change year-on-year -38 -30 +53
Permanent jobs citing Replication 82 132 185
As % of all permanent IT jobs advertised in the North West 0.64% 1.09% 1.41%
As % of the Miscellaneous category 1.61% 2.70% 3.91%
Number of salaries quoted 75 121 166
North West median annual salary £39,500 £47,500 £42,500
Median salary % change year-on-year -16.84% +11.76% +6.25%
10th Percentile £28,600 £32,500 £32,250
90th Percentile £48,250 £57,500 £53,250
England median annual salary £45,000 £47,500 £48,000
% change year-on-year -5.26% -1.04% -

Replication 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 North West with a requirement for generic IT skills.

All Generic IT Skills
North West
Permanent vacancies with a requirement for generic IT skills 5100 4893 4728
As % of all permanent IT jobs advertised in the North West 39.59% 40.31% 36.16%
Number of salaries quoted 4003 4111 3756
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +2.56%
10th Percentile £25,000 £25,000 £23,500
90th Percentile £65,000 £61,250 £60,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +3.26%

Replication
Job Vacancy Trend in the North West

Job postings citing Replication as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for Replication in the North West

Replication
Salary Trend in the North West

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

Salary trend for Replication in the North West

Replication
Salary Histogram in the North West

The salary distribution of IT jobs citing Replication in the North West over the 6 months to 23 October 2017.

Salary histogram for Replication in the North West

Replication
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Replication within the North West region over the 6 months to 23 October 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
Manchester -79 39 £40,000 -20.00% 2
Cheshire -13 22 £39,750 +6.00%
Merseyside +14 16 £32,500 -26.14% 2
Lancashire +1 4 £45,000 +28.57%
Replication
England

For the 6 months to 23 October 2017, IT jobs citing Replication 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 North West region with a requirement for Replication.

1 51 (62.20%) SQL Server
2 43 (52.44%) SQL
3 32 (39.02%) SQL Server Integration Services
4 28 (34.15%) Linux
5 27 (32.93%) Performance Tuning
6 26 (31.71%) SQL Server Reporting Services
7 24 (29.27%) Windows
7 24 (29.27%) T-SQL
8 23 (28.05%) Microsoft
8 23 (28.05%) SQL Server Analysis Services
9 20 (24.39%) Business Intelligence
10 19 (23.17%) Data Warehouse
11 16 (19.51%) Performance Optimisation
12 15 (18.29%) SQL Server 2014
12 15 (18.29%) VMware
13 14 (17.07%) Active Directory
14 13 (15.85%) Disaster Recovery
14 13 (15.85%) Database Tuning
14 13 (15.85%) High Availability
15 12 (14.63%) PowerShell
15 12 (14.63%) Continuous Integration
15 12 (14.63%) Firewall
15 12 (14.63%) DNS
15 12 (14.63%) VoIP
15 12 (14.63%) ETL
16 11 (13.41%) MySQL
16 11 (13.41%) Cisco
16 11 (13.41%) PostgreSQL
16 11 (13.41%) Agile Software Development
16 11 (13.41%) Amazon AWS

Replication
Co-occurring IT Skills in the North 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 8 (9.76%) MS Exchange
2 7 (8.54%) Apache Solr
2 7 (8.54%) Elasticsearch
2 7 (8.54%) Exchange Server 2010
3 3 (3.66%) Apache
3 3 (3.66%) Exchange Server 2013
3 3 (3.66%) IIS
4 2 (2.44%) Skype for Business
5 1 (1.22%) Liferay
5 1 (1.22%) OpenStack
5 1 (1.22%) Tomcat
Applications
1 2 (2.44%) Microsoft Office
Cloud Services
1 11 (13.41%) Amazon AWS
2 9 (10.98%) Office 365
3 7 (8.54%) GitHub
3 7 (8.54%) Google App Engine
3 7 (8.54%) Google Cloud Platform
3 7 (8.54%) Microsoft Azure
4 1 (1.22%) SaaS
Communications & Networking
1 12 (14.63%) DNS
1 12 (14.63%) Firewall
1 12 (14.63%) VoIP
2 9 (10.98%) TCP/IP
3 7 (8.54%) DHCP
4 5 (6.10%) LAN
4 5 (6.10%) WAN
5 4 (4.88%) SAN
5 4 (4.88%) VPN
6 2 (2.44%) Intrusion Detection
6 2 (2.44%) LDAP
6 2 (2.44%) MPLS
6 2 (2.44%) Wireless
7 1 (1.22%) Ethernet
7 1 (1.22%) Internet
7 1 (1.22%) iSCSI
7 1 (1.22%) Network Security
7 1 (1.22%) PBX
7 1 (1.22%) VLAN
Database & Business Intelligence
1 51 (62.20%) SQL Server
2 32 (39.02%) SQL Server Integration Services
3 26 (31.71%) SQL Server Reporting Services
4 23 (28.05%) SQL Server Analysis Services
5 19 (23.17%) Data Warehouse
6 15 (18.29%) SQL Server 2014
7 11 (13.41%) MySQL
7 11 (13.41%) PostgreSQL
8 8 (9.76%) Microsoft Analysis Services
8 8 (9.76%) NoSQL
9 7 (8.54%) SQL Server 2012
9 7 (8.54%) SQL Server 2016
10 5 (6.10%) SQL Server 2008
11 3 (3.66%) Oracle Database
11 3 (3.66%) Power BI
12 2 (2.44%) MongoDB
12 2 (2.44%) Qlik Sense
12 2 (2.44%) QlikView
12 2 (2.44%) SQL Server 2005
12 2 (2.44%) SSDT
Development Applications
1 9 (10.98%) Team Foundation Server
2 7 (8.54%) Codeception
2 7 (8.54%) Jenkins
2 7 (8.54%) PHPUnit
2 7 (8.54%) Selenium
2 7 (8.54%) Vagrant
2 7 (8.54%) Xdebug
3 3 (3.66%) Git (software)
4 2 (2.44%) Subversion
5 1 (1.22%) SQL Server Management Studio (SSMS)
5 1 (1.22%) Visual Studio Team System
General
1 7 (8.54%) Retail
2 4 (4.88%) Finance
2 4 (4.88%) Marketing
2 4 (4.88%) Telecoms
3 2 (2.44%) Advertising
3 2 (2.44%) Banking
4 1 (1.22%) Billing
Job Titles
1 28 (34.15%) DBA
2 25 (30.49%) Developer
3 19 (23.17%) SQL DBA
4 14 (17.07%) SQL Developer
5 13 (15.85%) Administrator
6 10 (12.20%) Infrastructure Engineer
6 10 (12.20%) SQL Server DBA
7 9 (10.98%) Senior Developer
8 8 (9.76%) IT Engineer
9 7 (8.54%) Business Intelligence Developer
9 7 (8.54%) HTML CSS Developer
9 7 (8.54%) HTML Developer
9 7 (8.54%) PHP Developer
9 7 (8.54%) PHP Web Developer
9 7 (8.54%) Senior PHP Developer
9 7 (8.54%) Senior PHP Web Developer
9 7 (8.54%) Senior Web Developer
9 7 (8.54%) Web Developer
10 5 (6.10%) Analyst
11 4 (4.88%) Network Engineer
Libraries, Frameworks & Software Standards
1 7 (8.54%) AngularJS
1 7 (8.54%) CSS
1 7 (8.54%) Ext JS
1 7 (8.54%) HTML
1 7 (8.54%) HTML5
1 7 (8.54%) jQuery
1 7 (8.54%) Sass
1 7 (8.54%) Twitter Bootstrap
2 2 (2.44%) DCOM
2 2 (2.44%) Web Services
3 1 (1.22%) FreeSWITCH
3 1 (1.22%) LAMP
3 1 (1.22%) LAPP Stack
3 1 (1.22%) MDX
Miscellaneous
1 8 (9.76%) Clustering
2 5 (6.10%) Driving Licence
3 2 (2.44%) BBC
3 2 (2.44%) Data Centre
3 2 (2.44%) Fintech
3 2 (2.44%) PKI
3 2 (2.44%) Private Cloud
3 2 (2.44%) Social Media
4 1 (1.22%) Analytical Skills
4 1 (1.22%) CMDB
4 1 (1.22%) Linux Command Line
Operating Systems
1 28 (34.15%) Linux
2 24 (29.27%) Windows
3 10 (12.20%) Debian
3 10 (12.20%) Windows Server
4 9 (10.98%) Unix
5 6 (7.32%) Windows Server 2008
6 4 (4.88%) CentOS
7 2 (2.44%) Windows 10
7 2 (2.44%) Windows 7
7 2 (2.44%) Windows Server 2012
8 1 (1.22%) AIX
8 1 (1.22%) HPUX
8 1 (1.22%) Mac OS X
8 1 (1.22%) Solaris
8 1 (1.22%) Ubuntu
Processes & Methodologies
1 27 (32.93%) Performance Tuning
2 20 (24.39%) Business Intelligence
3 16 (19.51%) Performance Optimisation
4 13 (15.85%) Database Tuning
4 13 (15.85%) Disaster Recovery
4 13 (15.85%) High Availability
5 12 (14.63%) Continuous Integration
5 12 (14.63%) ETL
6 11 (13.41%) Agile Software Development
7 9 (10.98%) Mentoring
8 7 (8.54%) Data Protection
8 7 (8.54%) OO
8 7 (8.54%) Scrum
8 7 (8.54%) Software Engineering
8 7 (8.54%) Web Development
9 6 (7.32%) ITIL
9 6 (7.32%) Root Cause Analysis
10 5 (6.10%) Data Modelling
10 5 (6.10%) Database Security
10 5 (6.10%) IT Audit
Programming Languages
1 43 (52.44%) SQL
2 24 (29.27%) T-SQL
3 12 (14.63%) PowerShell
4 8 (9.76%) C#
5 7 (8.54%) JavaScript
5 7 (8.54%) PHP
6 2 (2.44%) VBScript
7 1 (1.22%) Python
7 1 (1.22%) Shell Script
Qualifications
1 6 (7.32%) CCNA
1 6 (7.32%) Cisco Certification
2 4 (4.88%) Security Cleared
3 3 (3.66%) Degree
3 3 (3.66%) SC Cleared
4 2 (2.44%) BPSS Clearance
4 2 (2.44%) MCSA
4 2 (2.44%) Microsoft Certification
5 1 (1.22%) ITIL Certification
5 1 (1.22%) MCITP
5 1 (1.22%) MCP
5 1 (1.22%) MCSE
5 1 (1.22%) MCSM
5 1 (1.22%) Oracle Certification
5 1 (1.22%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 8 (9.76%) ISO/IEC 27001
2 5 (6.10%) PCI DSS
3 4 (4.88%) SLA
4 1 (1.22%) Cyber Essentials
4 1 (1.22%) ISO 9000
System Software
1 14 (17.07%) Active Directory
2 10 (12.20%) VMware Infrastructure
3 7 (8.54%) Docker
4 5 (6.10%) Hyper-V
5 3 (3.66%) VMware ESXi
6 2 (2.44%) NFS
7 1 (1.22%) Kamailio
7 1 (1.22%) Xen
7 1 (1.22%) XenApp
7 1 (1.22%) XenDesktop
Systems Management
1 7 (8.54%) Capistrano
1 7 (8.54%) Kubernetes
1 7 (8.54%) Puppet
2 5 (6.10%) Nagios
3 3 (3.66%) WSUS
4 2 (2.44%) Cacti
4 2 (2.44%) Perfmon
5 1 (1.22%) Oracle RMAN
5 1 (1.22%) SnapMirror
Vendors
1 23 (28.05%) Microsoft
2 15 (18.29%) VMware
3 11 (13.41%) Cisco
4 9 (10.98%) Google
4 9 (10.98%) Veeam
5 7 (8.54%) Percona
6 6 (7.32%) Citrix
6 6 (7.32%) Oracle
7 5 (6.10%) HP
8 3 (3.66%) Forcepoint
8 3 (3.66%) Meraki
8 3 (3.66%) Red Hat
9 2 (2.44%) Apple
9 2 (2.44%) EMC
9 2 (2.44%) Facebook
9 2 (2.44%) NetApp
9 2 (2.44%) Sony
9 2 (2.44%) Yahoo!
10 1 (1.22%) CommVault
10 1 (1.22%) Sage