Period
to 19 August 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 19 August 2018 with a comparison to the same period over the previous 2 years.

Replication
6 months to
19 Aug 2018
Same period 2017 Same period 2016
Rank 188 206 209
Rank change year-on-year +18 +3 +3
Permanent jobs citing Replication 25 24 42
As % of all permanent IT jobs advertised in Leeds 0.56% 0.48% 0.73%
As % of the Miscellaneous category 1.64% 1.40% 2.15%
Number of salaries quoted 11 22 40
Leeds median annual salary £50,000 £37,969 £37,750
Median salary % change year-on-year +31.69% +0.58% +0.67%
10th Percentile £36,250 £26,250 £28,250
90th Percentile £67,500 £47,500 £45,500
West Yorkshire median annual salary £38,000 £30,000 £39,000
% change year-on-year +26.67% -23.08% +1.30%

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 1,520 1,715 1,957
As % of all permanent IT jobs advertised in Leeds 34.10% 34.54% 33.93%
Number of salaries quoted 1,212 1,347 1,530
Leeds median annual salary £45,000 £44,512 £40,000
Median salary % change year-on-year +1.10% +11.28% -
10th Percentile £24,325 £25,750 £25,250
90th Percentile £60,000 £63,000 £61,315
West Yorkshire median annual salary £42,500 £42,500 £40,000
% change year-on-year - +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 19 August 2018.

Salary histogram for Replication in Leeds

For the 6 months to 19 August 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 14 (56.00%) Microsoft
2 13 (52.00%) SQL
3 12 (48.00%) SLA
4 10 (40.00%) VMware
4 10 (40.00%) Windows
4 10 (40.00%) VMware Infrastructure
5 9 (36.00%) QA
5 9 (36.00%) e-Learning
6 8 (32.00%) .NET
6 8 (32.00%) Team Foundation Server
7 7 (28.00%) Microsoft Azure
7 7 (28.00%) Active Directory
7 7 (28.00%) Windows Server
7 7 (28.00%) Problem-Solving
8 6 (24.00%) DevOps
8 6 (24.00%) Configuration Management
8 6 (24.00%) Citrix
8 6 (24.00%) T-SQL
8 6 (24.00%) TCP/IP
8 6 (24.00%) DNS
9 5 (20.00%) Data Modelling
9 5 (20.00%) VBA
9 5 (20.00%) IIS
9 5 (20.00%) Microsoft Office
9 5 (20.00%) Visual Studio
9 5 (20.00%) ASP.NET
9 5 (20.00%) C#
9 5 (20.00%) ITIL
9 5 (20.00%) SQL Server
9 5 (20.00%) Web Services

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 5 (20.00%) IIS
2 3 (12.00%) Exchange Server 2013
2 3 (12.00%) SharePoint
2 3 (12.00%) Skype for Business
3 1 (4.00%) Exchange Server 2010
3 1 (4.00%) MS Exchange
Applications
1 5 (20.00%) Microsoft Office
Cloud Services
1 7 (28.00%) Microsoft Azure
2 4 (16.00%) Amazon AWS
3 3 (12.00%) IaaS
4 1 (4.00%) Dynamics 365
4 1 (4.00%) Office 365
Communications & Networking
1 6 (24.00%) DNS
1 6 (24.00%) TCP/IP
2 4 (16.00%) VPN
3 3 (12.00%) DHCP
3 3 (12.00%) FTP
3 3 (12.00%) HTTP
3 3 (12.00%) HTTPS
3 3 (12.00%) ICMP
3 3 (12.00%) SMTP
3 3 (12.00%) SNMP
4 1 (4.00%) Cisco ASA
4 1 (4.00%) Cisco Firepower
4 1 (4.00%) Firewall
4 1 (4.00%) Internet
4 1 (4.00%) IPsec
4 1 (4.00%) MPLS
4 1 (4.00%) SAN
Database & Business Intelligence
1 5 (20.00%) SQL Server
2 4 (16.00%) Apache Hive
2 4 (16.00%) Big Data
2 4 (16.00%) Data Lake
2 4 (16.00%) Data Warehouse
2 4 (16.00%) Hadoop
2 4 (16.00%) HBase
2 4 (16.00%) Impala
2 4 (16.00%) MOLAP
2 4 (16.00%) OLAP
2 4 (16.00%) ROLAP
2 4 (16.00%) Sqoop
3 1 (4.00%) SQL Server 2008
3 1 (4.00%) SQL Server 2012
3 1 (4.00%) SQL Server 2014
3 1 (4.00%) SQL Server 2016
Development Applications
1 8 (32.00%) Team Foundation Server
2 5 (20.00%) Git (software)
2 5 (20.00%) SQL Server Management Studio (SSMS)
2 5 (20.00%) Visual Studio
2 5 (20.00%) Visual Studio Tools for Office
3 3 (12.00%) MSBuild
3 3 (12.00%) Visual Studio Team System
General
1 3 (12.00%) Billing
1 3 (12.00%) Military
2 1 (4.00%) Retail
Job Titles
1 12 (48.00%) Analyst
2 9 (36.00%) 3rd Line Support
2 9 (36.00%) 3rd Line Support Analyst
2 9 (36.00%) Support Analyst
3 4 (16.00%) Architect
3 4 (16.00%) Data Architect
3 4 (16.00%) Lead Architect
3 4 (16.00%) Lead Data Architect
4 3 (12.00%) DevOps Engineer
4 3 (12.00%) Lead DevOps
4 3 (12.00%) Lead DevOps Engineer
4 3 (12.00%) Technical Analyst
5 2 (8.00%) Technical Engineer
6 1 (4.00%) Coordinator
6 1 (4.00%) DBA
6 1 (4.00%) Infrastructure Engineer
6 1 (4.00%) SQL DBA
6 1 (4.00%) SQL Server DBA
Libraries, Frameworks & Software Standards
1 8 (32.00%) .NET
2 5 (20.00%) ASP.NET
2 5 (20.00%) Web Services
3 4 (16.00%) JSON
3 4 (16.00%) Kafka
3 4 (16.00%) REST
3 4 (16.00%) SOAP
3 4 (16.00%) XML
3 4 (16.00%) XSD
Miscellaneous
1 9 (36.00%) e-Learning
2 4 (16.00%) Taxonomies
3 3 (12.00%) Data Centre
3 3 (12.00%) Fat Client
3 3 (12.00%) HP Storage
3 3 (12.00%) Thin Client
4 1 (4.00%) Clustering
4 1 (4.00%) EPoS
4 1 (4.00%) Public Cloud
Operating Systems
1 10 (40.00%) Windows
2 7 (28.00%) Windows Server
3 4 (16.00%) Windows Server 2012
4 3 (12.00%) Windows Server 2008
5 1 (4.00%) HPUX
5 1 (4.00%) Windows XP
Processes & Methodologies
1 7 (28.00%) Problem-Solving
2 6 (24.00%) Configuration Management
2 6 (24.00%) DevOps
3 5 (20.00%) Data Modelling
3 5 (20.00%) ITIL
4 4 (16.00%) Agile Software Development
4 4 (16.00%) Business Intelligence
4 4 (16.00%) CRUD
4 4 (16.00%) Data Architecture
4 4 (16.00%) Data Ingestion
4 4 (16.00%) Data Integration
4 4 (16.00%) Deployment Automation
4 4 (16.00%) Disaster Recovery
4 4 (16.00%) Enterprise Architecture
4 4 (16.00%) ETL
4 4 (16.00%) SDLC
4 4 (16.00%) Statistical Analysis
4 4 (16.00%) Target Operating Model
4 4 (16.00%) TOGAF
4 4 (16.00%) UML
Programming Languages
1 13 (52.00%) SQL
2 6 (24.00%) T-SQL
3 5 (20.00%) C#
3 5 (20.00%) VBA
4 4 (16.00%) R
4 4 (16.00%) Scala
5 3 (12.00%) PowerShell
Qualifications
1 3 (12.00%) SC Cleared
1 3 (12.00%) Security Cleared
2 1 (4.00%) CCNA
2 1 (4.00%) Cisco Certification
2 1 (4.00%) ITIL Certification
2 1 (4.00%) MCSA
2 1 (4.00%) Microsoft Certification
2 1 (4.00%) VCP5
2 1 (4.00%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 12 (48.00%) SLA
2 9 (36.00%) QA
System Software
1 10 (40.00%) VMware Infrastructure
2 7 (28.00%) Active Directory
3 4 (16.00%) Apache Flume
3 4 (16.00%) HDFS
4 3 (12.00%) Firmware
4 3 (12.00%) Hyper-V
4 3 (12.00%) Virtual Machines
4 3 (12.00%) XenApp
Systems Management
1 4 (16.00%) Oozie
2 3 (12.00%) NetBackup
3 1 (4.00%) AirWatch
3 1 (4.00%) SCCM
Vendors
1 14 (56.00%) Microsoft
2 10 (40.00%) VMware
3 6 (24.00%) Citrix
4 3 (12.00%) Dell
4 3 (12.00%) HP
4 3 (12.00%) Symantec
4 3 (12.00%) Xerox
5 1 (4.00%) Cisco
5 1 (4.00%) Oracle
5 1 (4.00%) Veeam