Period
to 27 May 2018

The table below looks at the prevalence of the term Replication in permanent job vacancies advertised in Leeds. Included is a benchmarking guide to the salaries offered in vacancies that have cited Replication over the 6 months to 27 May 2018 with a comparison to the same period over the previous 2 years.

Replication
6 months to
27 May 2018
Same period 2017 Same period 2016
Rank 191 197 217
Rank change year-on-year +6 +20 -5
Permanent jobs citing Replication 25 40 44
As % of all permanent IT jobs advertised in Leeds 0.53% 0.79% 0.69%
As % of the Miscellaneous category 1.62% 2.43% 2.07%
Number of salaries quoted 15 35 42
Leeds median annual salary £50,000 £42,500 £32,000
Median salary % change year-on-year +17.65% +32.81% -8.57%
10th Percentile £33,500 £26,250 £27,575
90th Percentile £67,500 £55,000 £41,000
West Yorkshire median annual salary £42,500 £42,500 £35,250
% change year-on-year - +20.57% -6.00%

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 Leeds with a requirement for generic IT skills.

All Generic IT Skills
Leeds
Permanent vacancies with a requirement for generic IT skills 1,541 1,645 2,127
As % of all permanent IT jobs advertised in Leeds 32.52% 32.36% 33.51%
Number of salaries quoted 1,248 1,352 1,596
Leeds median annual salary £43,750 £42,500 £40,000
Median salary % change year-on-year +2.94% +6.25% -
10th Percentile £25,750 £25,000 £26,250
90th Percentile £60,000 £62,500 £64,250
West Yorkshire median annual salary £42,275 £42,500 £40,000
% change year-on-year -0.53% +6.25% -

Replication
Job Vacancy Trend in Leeds

Job postings citing Replication as a percentage of all IT jobs advertised in Leeds.

Job vacancy trend for Replication in Leeds

Replication
Salary Trend in Leeds

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

Salary trend for Replication in Leeds

Replication
Salary Histogram in Leeds

The salary distribution of IT jobs citing Replication in Leeds over the 6 months to 27 May 2018.

Salary histogram for Replication in Leeds

For the 6 months to 27 May 2018, 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 Leeds region with a requirement for Replication.

1 15 (60.00%) VMware
2 14 (56.00%) Windows
2 14 (56.00%) VMware Infrastructure
3 11 (44.00%) Configuration Management
4 10 (40.00%) DNS
5 9 (36.00%) Active Directory
5 9 (36.00%) Citrix
5 9 (36.00%) Microsoft Azure
5 9 (36.00%) DevOps
6 8 (32.00%) Windows Server
6 8 (32.00%) TCP/IP
7 7 (28.00%) VPN
7 7 (28.00%) SQL
7 7 (28.00%) .NET
7 7 (28.00%) ITIL
7 7 (28.00%) Data Warehouse
7 7 (28.00%) Data Modelling
7 7 (28.00%) Microsoft
8 6 (24.00%) Service Delivery
8 6 (24.00%) ETL
8 6 (24.00%) SOAP
8 6 (24.00%) XML
8 6 (24.00%) XSD
8 6 (24.00%) OLAP
8 6 (24.00%) Business Intelligence
8 6 (24.00%) MOLAP
8 6 (24.00%) ROLAP
8 6 (24.00%) UML
8 6 (24.00%) Amazon AWS
8 6 (24.00%) Team Foundation Server

Replication
Co-occurring IT Skills in Leeds 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 3 (12.00%) Exchange Server 2013
1 3 (12.00%) SharePoint
1 3 (12.00%) Skype for Business
Applications
1 1 (4.00%) Microsoft Excel
1 1 (4.00%) Microsoft Office
Business Applications
1 1 (4.00%) Dynamics AX
Cloud Services
1 9 (36.00%) Microsoft Azure
2 6 (24.00%) Amazon AWS
3 3 (12.00%) IaaS
4 1 (4.00%) Dynamics 365
Communications & Networking
1 10 (40.00%) DNS
2 8 (32.00%) TCP/IP
3 7 (28.00%) VPN
4 4 (16.00%) SNMP
5 3 (12.00%) DHCP
5 3 (12.00%) FTP
5 3 (12.00%) HTTP
5 3 (12.00%) HTTPS
5 3 (12.00%) ICMP
5 3 (12.00%) SMTP
6 1 (4.00%) BGP
6 1 (4.00%) Cisco ASA
6 1 (4.00%) Cisco Nexus
6 1 (4.00%) EIGRP
6 1 (4.00%) F5 BIG-IP LTM
6 1 (4.00%) LAN
6 1 (4.00%) MPLS
6 1 (4.00%) OSPF
6 1 (4.00%) WAN
6 1 (4.00%) Wi-Fi
Database & Business Intelligence
1 7 (28.00%) Data Warehouse
2 6 (24.00%) Apache Hive
2 6 (24.00%) Big Data
2 6 (24.00%) Data Lake
2 6 (24.00%) Hadoop
2 6 (24.00%) HBase
2 6 (24.00%) Impala
2 6 (24.00%) MOLAP
2 6 (24.00%) OLAP
2 6 (24.00%) ROLAP
2 6 (24.00%) Sqoop
3 2 (8.00%) SQL Server
3 2 (8.00%) SQL Server 2008
3 2 (8.00%) SQL Server 2012
3 2 (8.00%) SQL Server 2014
3 2 (8.00%) SQL Server 2016
4 1 (4.00%) MySQL
4 1 (4.00%) RDBMS
4 1 (4.00%) SQL Server 2005
4 1 (4.00%) SQL Server Reporting Services
Development Applications
1 6 (24.00%) MSBuild
1 6 (24.00%) Team Foundation Server
1 6 (24.00%) Visual Studio Team System
General
1 5 (20.00%) Billing
1 5 (20.00%) Military
2 1 (4.00%) Local Government
2 1 (4.00%) Retail
Job Titles
1 6 (24.00%) Architect
1 6 (24.00%) Data Architect
1 6 (24.00%) DevOps Engineer
1 6 (24.00%) Lead DevOps
1 6 (24.00%) Lead DevOps Engineer
2 5 (20.00%) Analyst
3 4 (16.00%) Lead Architect
3 4 (16.00%) Lead Data Architect
3 4 (16.00%) Technical Analyst
4 2 (8.00%) DBA
4 2 (8.00%) SQL DBA
4 2 (8.00%) Technical Engineer
5 1 (4.00%) Consultant
5 1 (4.00%) Coordinator
5 1 (4.00%) Network Consultant
5 1 (4.00%) Senior Consultant
5 1 (4.00%) Service Analyst
5 1 (4.00%) Service Desk Analyst
5 1 (4.00%) SQL Server DBA
5 1 (4.00%) Technical Support
Libraries, Frameworks & Software Standards
1 7 (28.00%) .NET
2 6 (24.00%) JSON
2 6 (24.00%) Kafka
2 6 (24.00%) REST
2 6 (24.00%) SOAP
2 6 (24.00%) XML
2 6 (24.00%) XSD
Miscellaneous
1 6 (24.00%) Taxonomies
2 5 (20.00%) Fat Client
2 5 (20.00%) Thin Client
3 4 (16.00%) Data Centre
4 3 (12.00%) HP Storage
5 2 (8.00%) Analytical Skills
6 1 (4.00%) Clustering
6 1 (4.00%) Self-Motivation
Operating Systems
1 14 (56.00%) Windows
2 8 (32.00%) Windows Server
3 5 (20.00%) Windows Server 2008
3 5 (20.00%) Windows Server 2012
Processes & Methodologies
1 11 (44.00%) Configuration Management
2 9 (36.00%) DevOps
3 7 (28.00%) Data Modelling
3 7 (28.00%) ITIL
4 6 (24.00%) Agile Software Development
4 6 (24.00%) Business Intelligence
4 6 (24.00%) Continuous Integration
4 6 (24.00%) CRUD
4 6 (24.00%) Data Analytics
4 6 (24.00%) Data Architecture
4 6 (24.00%) Data Integration
4 6 (24.00%) Enterprise Architecture
4 6 (24.00%) ETL
4 6 (24.00%) Market Research
4 6 (24.00%) Release Management
4 6 (24.00%) Resource Management
4 6 (24.00%) Service Delivery
4 6 (24.00%) Statistical Analysis
4 6 (24.00%) TOGAF
4 6 (24.00%) UML
Programming Languages
1 7 (28.00%) SQL
2 6 (24.00%) PowerShell
2 6 (24.00%) R
2 6 (24.00%) Scala
3 2 (8.00%) C
3 2 (8.00%) T-SQL
4 1 (4.00%) C#
4 1 (4.00%) FoxPro (VFP)
4 1 (4.00%) VB
4 1 (4.00%) VB6
Qualifications
1 5 (20.00%) SC Cleared
1 5 (20.00%) Security Cleared
Quality Assurance & Compliance
1 4 (16.00%) SLA
2 1 (4.00%) ISO 9001
2 1 (4.00%) QA
System Software
1 14 (56.00%) VMware Infrastructure
2 9 (36.00%) Active Directory
3 6 (24.00%) Apache Flume
3 6 (24.00%) HDFS
3 6 (24.00%) Virtual Machines
4 4 (16.00%) Hyper-V
5 3 (12.00%) Firmware
5 3 (12.00%) XenApp
Systems Management
1 6 (24.00%) Oozie
2 3 (12.00%) NetBackup
3 1 (4.00%) Cisco Prime
Vendors
1 15 (60.00%) VMware
2 9 (36.00%) Citrix
3 7 (28.00%) Microsoft
4 5 (20.00%) Xerox
5 3 (12.00%) Dell
5 3 (12.00%) HP
5 3 (12.00%) Symantec
6 1 (4.00%) Aruba
6 1 (4.00%) CheckPoint
6 1 (4.00%) Cisco
6 1 (4.00%) Civica
6 1 (4.00%) F5
6 1 (4.00%) Juniper
6 1 (4.00%) LexisNexis
6 1 (4.00%) Oracle