Period
to 22 August 2019

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 22 August 2019 with a comparison to the same period over the previous 2 years.

Replication
England > North West
6 months to
22 Aug 2019
Same period 2018 Same period 2017
Rank 274 315 298
Rank change year-on-year +41 -17 -93
Permanent jobs citing Replication 68 52 82
As % of all permanent IT jobs advertised in the North West 0.65% 0.43% 0.62%
As % of the Miscellaneous category 1.60% 1.24% 1.60%
Number of salaries quoted 60 45 67
North West median annual salary £47,500 £45,000 £40,000
Median salary % change year-on-year +5.56% +12.50% -6.98%
10th Percentile £30,000 £31,550 £27,600
90th Percentile £54,125 £55,000 £52,500
England median annual salary £50,000 £48,000 £47,500
% change year-on-year +4.17% +1.05% +3.26%

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 4,248 4,187 5,140
As % of all permanent IT jobs advertised in the North West 40.34% 34.53% 39.00%
Number of salaries quoted 2,874 3,276 4,057
North West median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +6.25%
10th Percentile £26,250 £25,750 £24,750
90th Percentile £69,350 £67,852 £63,750
England median annual salary £53,700 £52,500 £50,000
% change year-on-year +2.29% +5.00% -

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 22 August 2019.

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 22 August 2019. 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 +26 47 £47,500 +5.56% 6
Cheshire +34 12 £36,000 -10.00%
Lancashire -20 8 £50,000 +53.85% 1
Cumbria - 1 £32,000 - 1
Replication
England

For the 6 months to 22 August 2019, IT jobs citing Replication 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 North West region with a requirement for Replication.

1 37 (54.41%) Microsoft
2 30 (44.12%) Azure
3 29 (42.65%) SQL Server
4 28 (41.18%) SQL
5 27 (39.71%) VMware
6 26 (38.24%) SQL Server Integration Services
7 23 (33.82%) Performance Tuning
7 23 (33.82%) T-SQL
8 22 (32.35%) VMware Infrastructure
9 21 (30.88%) Disaster Recovery
10 20 (29.41%) SQL Server Reporting Services
10 20 (29.41%) HP
11 19 (27.94%) Cisco
11 19 (27.94%) Veeam
11 19 (27.94%) High Availability
12 18 (26.47%) Hyper-V
12 18 (26.47%) ITIL
12 18 (26.47%) Migration
13 17 (25.00%) Windows
13 17 (25.00%) PowerShell
14 16 (23.53%) AWS
14 16 (23.53%) Business Intelligence
14 16 (23.53%) VMware Certified Professional (VCP)
14 16 (23.53%) SAN
14 16 (23.53%) NetApp
15 15 (22.06%) Agile Software Development
15 15 (22.06%) Data Warehouse
15 15 (22.06%) Web Services
15 15 (22.06%) Data Centre
15 15 (22.06%) Data ONTAP

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 7 (10.29%) SharePoint
2 6 (8.82%) MS Exchange
3 2 (2.94%) Apache
3 2 (2.94%) nginx
4 1 (1.47%) Apache Spark
Applications
1 4 (5.88%) Microsoft Excel
Cloud Services
1 30 (44.12%) Azure
2 16 (23.53%) AWS
3 12 (17.65%) Office 365
4 7 (10.29%) Power Platform
5 2 (2.94%) Azure Data Factory
5 2 (2.94%) Cloud Computing
5 2 (2.94%) GCP
6 1 (1.47%) Amazon Kinesis
6 1 (1.47%) Azure Active Directory
6 1 (1.47%) IaaS
Communications & Networking
1 16 (23.53%) SAN
2 12 (17.65%) Cisco Nexus
2 12 (17.65%) FCoE
2 12 (17.65%) Fibre Channel
2 12 (17.65%) iSCSI
2 12 (17.65%) Software-Defined Networking
2 12 (17.65%) VSAN
3 8 (11.76%) NAS
4 7 (10.29%) DNS
5 5 (7.35%) DHCP
6 4 (5.88%) LAN
6 4 (5.88%) WAN
7 3 (4.41%) Firewall
7 3 (4.41%) FTP
8 2 (2.94%) Broadband
8 2 (2.94%) Wireless
9 1 (1.47%) Internet
9 1 (1.47%) Network Security
9 1 (1.47%) TCP/IP
9 1 (1.47%) VPN
Database & Business Intelligence
1 29 (42.65%) SQL Server
2 26 (38.24%) SQL Server Integration Services
3 20 (29.41%) SQL Server Reporting Services
4 15 (22.06%) Data Warehouse
5 7 (10.29%) Power BI
6 6 (8.82%) MongoDB
6 6 (8.82%) NoSQL
7 5 (7.35%) OLTP
7 5 (7.35%) PostgreSQL
7 5 (7.35%) SQL Server 2012
8 4 (5.88%) QlikView
8 4 (5.88%) RDBMS
8 4 (5.88%) Relational Database
9 3 (4.41%) MySQL
10 2 (2.94%) Azure SQL Database
10 2 (2.94%) SQL Server Analysis Services
11 1 (1.47%) Big Data
11 1 (1.47%) Hadoop
11 1 (1.47%) Redis
11 1 (1.47%) Riak
Development Applications
1 6 (8.82%) Team Foundation Server
2 1 (1.47%) SQL Server Management Studio (SSMS)
General
1 5 (7.35%) Manufacturing
2 4 (5.88%) Finance
3 2 (2.94%) Public Sector
4 1 (1.47%) Automotive
4 1 (1.47%) Legal
4 1 (1.47%) Retail
Job Titles
1 23 (33.82%) DBA
2 18 (26.47%) SQL DBA
3 16 (23.53%) Developer
4 12 (17.65%) Consultant
4 12 (17.65%) Infrastructure Consultant
5 11 (16.18%) Administrator
6 9 (13.24%) SQL Developer
7 8 (11.76%) Principal Consultant
8 6 (8.82%) Analyst
8 6 (8.82%) Infrastructure Engineer
8 6 (8.82%) IT Engineer
8 6 (8.82%) SQL Server DBA
9 5 (7.35%) Support Analyst
9 5 (7.35%) Support Engineer
10 4 (5.88%) 2nd Line Engineer
10 4 (5.88%) Database Developer
10 4 (5.88%) Service Desk Engineer
10 4 (5.88%) Service Desk Support
10 4 (5.88%) Systems Engineer
11 3 (4.41%) SQL Support Analyst
Libraries, Frameworks & Software Standards
1 15 (22.06%) Web Services
2 13 (19.12%) Flash
3 9 (13.24%) XML
4 7 (10.29%) .NET
5 6 (8.82%) HTML
6 4 (5.88%) ASP.NET
6 4 (5.88%) JSON
7 3 (4.41%) Apache Flex
8 1 (1.47%) .NET Framework
8 1 (1.47%) Apache Beam
8 1 (1.47%) EDI
8 1 (1.47%) Entity Framework
8 1 (1.47%) Kafka
8 1 (1.47%) REST
8 1 (1.47%) SOAP
Miscellaneous
1 15 (22.06%) Data Centre
2 14 (20.59%) Clustering
3 13 (19.12%) FlexPod
4 4 (5.88%) Public Cloud
5 2 (2.94%) Analytical Skills
5 2 (2.94%) Data Structures
5 2 (2.94%) EMC VMAX
5 2 (2.94%) Tandem
6 1 (1.47%) Enterprise Cloud
6 1 (1.47%) Hybrid Cloud
6 1 (1.47%) Management Information System
6 1 (1.47%) Self-Motivation
Operating Systems
1 17 (25.00%) Windows
2 15 (22.06%) Data ONTAP
3 13 (19.12%) Windows Server
4 6 (8.82%) Linux
5 5 (7.35%) Windows Server 2012
6 4 (5.88%) Windows 7
6 4 (5.88%) Windows 8
7 3 (4.41%) Red Hat Enterprise Linux
8 1 (1.47%) SUSE Linux Enterprise Server
8 1 (1.47%) Ubuntu
8 1 (1.47%) Windows Server 2008
Processes & Methodologies
1 23 (33.82%) Performance Tuning
2 21 (30.88%) Disaster Recovery
3 19 (27.94%) High Availability
4 18 (26.47%) ITIL
4 18 (26.47%) Migration
5 16 (23.53%) Business Intelligence
6 15 (22.06%) Agile Software Development
7 14 (20.59%) Problem-Solving
8 13 (19.12%) Project Delivery
9 12 (17.65%) Presales
9 12 (17.65%) PRINCE2
9 12 (17.65%) Project Management
10 10 (14.71%) Performance Monitoring
11 9 (13.24%) Change Management
11 9 (13.24%) Server Management
12 8 (11.76%) Commercial Awareness
12 8 (11.76%) ETL
13 7 (10.29%) ERP
13 7 (10.29%) Infrastructure Engineering
14 5 (7.35%) DNA
Programming Languages
1 28 (41.18%) SQL
2 23 (33.82%) T-SQL
3 17 (25.00%) PowerShell
4 13 (19.12%) C
5 7 (10.29%) C#
6 4 (5.88%) PHP
7 2 (2.94%) C++
7 2 (2.94%) Java
7 2 (2.94%) PL/SQL
8 1 (1.47%) VBA
8 1 (1.47%) VBScript
Qualifications
1 16 (23.53%) VMware Certified Professional (VCP)
2 13 (19.12%) CCNA
2 13 (19.12%) Cisco Certification
3 5 (7.35%) Microsoft Certification
4 4 (5.88%) MCITP
4 4 (5.88%) MCP
4 4 (5.88%) MCSA
4 4 (5.88%) MCSE
4 4 (5.88%) NCDA
4 4 (5.88%) NCIE
4 4 (5.88%) VCAP
5 3 (4.41%) ITIL Certification
5 3 (4.41%) SC Cleared
5 3 (4.41%) Security Cleared
6 2 (2.94%) BPSS Clearance
6 2 (2.94%) Degree
7 1 (1.47%) JNCIA
7 1 (1.47%) LPIC
7 1 (1.47%) MCDBA
7 1 (1.47%) RHCE
Quality Assurance & Compliance
1 12 (17.65%) PMO
2 5 (7.35%) SLA
3 4 (5.88%) QA
4 1 (1.47%) ISO/IEC 27001
System Software
1 22 (32.35%) VMware Infrastructure
2 18 (26.47%) Hyper-V
3 12 (17.65%) NFS
3 12 (17.65%) VMware NSX
4 10 (14.71%) Active Directory
5 3 (4.41%) Terminal Services
5 3 (4.41%) XenApp
6 2 (2.94%) Virtual Servers
6 2 (2.94%) VMware ESXi
7 1 (1.47%) Firmware
7 1 (1.47%) vSphere
Systems Management
1 12 (17.65%) Cisco CUCM
2 5 (7.35%) SQL Sentry
3 4 (5.88%) WSUS
4 2 (2.94%) cPanel
4 2 (2.94%) Failover Clustering
4 2 (2.94%) Microsoft Clustering
4 2 (2.94%) Plesk
4 2 (2.94%) Prometheus
4 2 (2.94%) SnapMirror
4 2 (2.94%) SnapVault
5 1 (1.47%) Grafana
5 1 (1.47%) Microsoft Data Protection Manager
5 1 (1.47%) SCDPM
5 1 (1.47%) ServerView Suite
Vendors
1 37 (54.41%) Microsoft
2 27 (39.71%) VMware
3 20 (29.41%) HP
4 19 (27.94%) Cisco
4 19 (27.94%) Veeam
5 16 (23.53%) NetApp
6 7 (10.29%) Citrix
7 6 (8.82%) IDERA
7 6 (8.82%) RedGate
8 4 (5.88%) Nimble Storage
8 4 (5.88%) Sage
9 3 (4.41%) Red Hat
10 2 (2.94%) 3PAR
10 2 (2.94%) EMC
10 2 (2.94%) Google
10 2 (2.94%) Oracle
10 2 (2.94%) Pega
10 2 (2.94%) Salesforce.com
11 1 (1.47%) Emulex
11 1 (1.47%) Tableau