Period
to 15 August 2018

The table below looks at the prevalence of the term Replication in permanent job vacancies advertised in Yorkshire. Included is a benchmarking guide to the salaries offered in vacancies that have cited Replication over the 6 months to 15 August 2018 with a comparison to the same period over the previous 2 years.

Replication
England > Yorkshire
6 months to
15 Aug 2018
Same period 2017 Same period 2016
Rank 238 250 279
Rank change year-on-year +12 +29 +7
Permanent jobs citing Replication 61 75 71
As % of all permanent IT jobs advertised in Yorkshire 0.66% 0.72% 0.61%
As % of the Miscellaneous category 1.88% 2.01% 1.79%
Number of salaries quoted 44 68 59
Yorkshire median annual salary £37,750 £28,500 £39,000
Median salary % change year-on-year +32.46% -26.92% +4.00%
10th Percentile £23,500 £22,125 £30,000
90th Percentile £67,500 £51,250 £51,250
England median annual salary £48,000 £50,000 £45,000
% change year-on-year -4.00% +11.11% -8.16%

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 Yorkshire with a requirement for generic IT skills.

All Generic IT Skills
Yorkshire
Permanent vacancies with a requirement for generic IT skills 3,247 3,734 3,964
As % of all permanent IT jobs advertised in Yorkshire 35.26% 35.99% 34.07%
Number of salaries quoted 2,635 3,038 3,061
Yorkshire median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £23,100 £23,547 £23,500
90th Percentile £60,000 £60,000 £60,000
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

Replication
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Replication in Yorkshire

Replication
Salary Trend in Yorkshire

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

Salary trend for Replication in Yorkshire

Replication
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Replication in Yorkshire over the 6 months to 15 August 2018.

Salary histogram for Replication in Yorkshire

Replication
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Replication within the Yorkshire region over the 6 months to 15 August 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
West Yorkshire +28 53 £38,000 +26.67% 7
North Yorkshire -3 3 £35,000 -32.69% 1
South Yorkshire - 3 £32,500 - 1
East Yorkshire +7 2 £30,000 +15.38%
Replication
England

For the 6 months to 15 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 Yorkshire region with a requirement for Replication.

1 35 (57.38%) Windows
2 31 (50.82%) SQL
3 26 (42.62%) SQL Server
4 23 (37.70%) Microsoft
5 22 (36.07%) .NET
5 22 (36.07%) VMware
6 21 (34.43%) VMware Infrastructure
7 19 (31.15%) Microsoft Azure
7 19 (31.15%) Active Directory
8 18 (29.51%) Windows Server
9 16 (26.23%) Problem-Solving
9 16 (26.23%) Amazon AWS
10 15 (24.59%) VPN
10 15 (24.59%) Disaster Recovery
11 13 (21.31%) T-SQL
11 13 (21.31%) Deployment Automation
12 12 (19.67%) Windows Server 2012
13 11 (18.03%) SQL Server 2008
13 11 (18.03%) Team Foundation Server
13 11 (18.03%) DNS
13 11 (18.03%) ITIL
13 11 (18.03%) SLA
13 11 (18.03%) Cisco
14 10 (16.39%) B2B
14 10 (16.39%) SAN
14 10 (16.39%) VB
14 10 (16.39%) Finance
14 10 (16.39%) Self-Motivation
14 10 (16.39%) Customer Requirements
14 10 (16.39%) DevOps

Replication
Co-occurring IT Skills in Yorkshire 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 9 (14.75%) IIS
1 9 (14.75%) MS Exchange
2 8 (13.11%) Exchange Server 2010
3 4 (6.56%) Exchange Server 2013
4 3 (4.92%) SharePoint
4 3 (4.92%) Skype for Business
Applications
1 5 (8.20%) Microsoft Office
Business Applications
1 4 (6.56%) Dynamics AX
Cloud Services
1 19 (31.15%) Microsoft Azure
2 16 (26.23%) Amazon AWS
3 9 (14.75%) Office 365
4 7 (11.48%) Dynamics 365
5 3 (4.92%) IaaS
6 1 (1.64%) Amazon CloudWatch
6 1 (1.64%) Amazon EC2
6 1 (1.64%) Amazon ELB
6 1 (1.64%) Amazon S3
6 1 (1.64%) Amazon SQS
6 1 (1.64%) AWS CloudTrail
6 1 (1.64%) AWS Lambda
6 1 (1.64%) Cloud Computing
6 1 (1.64%) CloudFront
6 1 (1.64%) SaaS
6 1 (1.64%) Serverless
6 1 (1.64%) Virtual Private Cloud
Communications & Networking
1 15 (24.59%) VPN
2 11 (18.03%) DNS
3 10 (16.39%) SAN
4 9 (14.75%) TCP/IP
5 8 (13.11%) Cisco ASA
5 8 (13.11%) Firewall
5 8 (13.11%) IPsec
5 8 (13.11%) MPLS
6 6 (9.84%) Cisco Firepower
6 6 (9.84%) Internet
7 5 (8.20%) DHCP
8 3 (4.92%) FTP
8 3 (4.92%) HTTP
8 3 (4.92%) HTTPS
8 3 (4.92%) ICMP
8 3 (4.92%) SMTP
8 3 (4.92%) SNMP
9 2 (3.28%) NAS
10 1 (1.64%) Fibre Channel
10 1 (1.64%) Network Security
Database & Business Intelligence
1 26 (42.62%) SQL Server
2 11 (18.03%) SQL Server 2008
3 9 (14.75%) SQL Server Integration Services
4 6 (9.84%) Data Warehouse
5 5 (8.20%) SQL Server Reporting Services
6 4 (6.56%) Apache Hive
6 4 (6.56%) Big Data
6 4 (6.56%) Data Lake
6 4 (6.56%) Hadoop
6 4 (6.56%) HBase
6 4 (6.56%) Impala
6 4 (6.56%) MOLAP
6 4 (6.56%) OLAP
6 4 (6.56%) ROLAP
6 4 (6.56%) SQL Server Analysis Services
6 4 (6.56%) Sqoop
7 1 (1.64%) Amazon DynamoDB
7 1 (1.64%) Amazon RDS
7 1 (1.64%) SQL Server 2014
7 1 (1.64%) SQL Server 2016
Development Applications
1 11 (18.03%) Team Foundation Server
2 6 (9.84%) Git (software)
2 6 (9.84%) MSBuild
2 6 (9.84%) SQL Server Management Studio (SSMS)
2 6 (9.84%) Visual Studio Team System
3 5 (8.20%) Visual Studio
3 5 (8.20%) Visual Studio Tools for Office
General
1 10 (16.39%) Finance
2 6 (9.84%) Retail
3 3 (4.92%) Billing
3 3 (4.92%) Military
4 2 (3.28%) Advertising
4 2 (3.28%) Legal
Job Titles
1 24 (39.34%) Analyst
2 19 (31.15%) Support Analyst
3 14 (22.95%) Applications Support
4 13 (21.31%) Technical Analyst
5 10 (16.39%) Software Analyst
5 10 (16.39%) Software Support Analyst
5 10 (16.39%) SQL Analyst
5 10 (16.39%) SQL Support Analyst
5 10 (16.39%) Technical Support
5 10 (16.39%) Technical Support Analyst
6 9 (14.75%) Applications Support Analyst
7 8 (13.11%) 3rd Line Support
7 8 (13.11%) 3rd Line Support Analyst
8 7 (11.48%) DevOps Engineer
8 7 (11.48%) Infrastructure Engineer
9 6 (9.84%) DBA
9 6 (9.84%) Lead DevOps
9 6 (9.84%) Lead DevOps Engineer
9 6 (9.84%) SQL DBA
10 4 (6.56%) Data Architect
Libraries, Frameworks & Software Standards
1 22 (36.07%) .NET
2 5 (8.20%) ASP.NET
2 5 (8.20%) Web Services
3 4 (6.56%) JSON
3 4 (6.56%) Kafka
3 4 (6.56%) REST
3 4 (6.56%) SOAP
3 4 (6.56%) XML
3 4 (6.56%) XSD
4 2 (3.28%) TAPI
5 1 (1.64%) Node.js
Miscellaneous
1 10 (16.39%) Self-Motivation
2 8 (13.11%) e-Learning
3 7 (11.48%) Public Cloud
4 6 (9.84%) EPoS
5 5 (8.20%) Clustering
6 4 (6.56%) Data Centre
6 4 (6.56%) Taxonomies
7 3 (4.92%) Fat Client
7 3 (4.92%) HP Storage
7 3 (4.92%) Thin Client
8 2 (3.28%) CCTV
9 1 (1.64%) Computer Science
9 1 (1.64%) Management Information System
Operating Systems
1 35 (57.38%) Windows
2 18 (29.51%) Windows Server
3 12 (19.67%) Windows Server 2012
4 8 (13.11%) Windows XP
5 6 (9.84%) HPUX
6 5 (8.20%) Linux
7 4 (6.56%) Windows Server 2008
8 1 (1.64%) Ubuntu
Processes & Methodologies
1 16 (26.23%) Problem-Solving
2 15 (24.59%) Disaster Recovery
3 13 (21.31%) Deployment Automation
4 11 (18.03%) ITIL
5 10 (16.39%) B2B
5 10 (16.39%) Customer Requirements
5 10 (16.39%) DevOps
6 9 (14.75%) Configuration Management
7 7 (11.48%) Antivirus Management
7 7 (11.48%) Business Continuity
7 7 (11.48%) Coaching
7 7 (11.48%) Infrastructure Engineering
7 7 (11.48%) Migration
7 7 (11.48%) Mobile Device Management
7 7 (11.48%) Performance Tuning
7 7 (11.48%) Virtual Infrastructure
8 6 (9.84%) Build Automation
8 6 (9.84%) Continuous Delivery
8 6 (9.84%) Continuous Improvement
8 6 (9.84%) Task Automation
Programming Languages
1 31 (50.82%) SQL
2 13 (21.31%) T-SQL
3 10 (16.39%) VB
4 6 (9.84%) C#
4 6 (9.84%) PowerShell
5 5 (8.20%) VBA
6 4 (6.56%) R
6 4 (6.56%) Scala
Qualifications
1 8 (13.11%) Microsoft Certification
2 7 (11.48%) CCNA
2 7 (11.48%) Cisco Certification
2 7 (11.48%) MCSA
2 7 (11.48%) VMware Certified Professional (VCP)
3 6 (9.84%) ITIL Certification
3 6 (9.84%) VCP5
4 3 (4.92%) SC Cleared
4 3 (4.92%) Security Cleared
5 1 (1.64%) Computer Science Degree
5 1 (1.64%) Degree
5 1 (1.64%) Master's Degree
5 1 (1.64%) MCSE
Quality Assurance & Compliance
1 11 (18.03%) SLA
2 9 (14.75%) QA
System Software
1 21 (34.43%) VMware Infrastructure
2 19 (31.15%) Active Directory
3 7 (11.48%) Virtual Machines
4 4 (6.56%) Apache Flume
4 4 (6.56%) HDFS
4 4 (6.56%) Hyper-V
4 4 (6.56%) XenApp
5 3 (4.92%) Firmware
5 3 (4.92%) Virtual Servers
6 1 (1.64%) Gluster
6 1 (1.64%) GlusterFS
6 1 (1.64%) XenDesktop
Systems Management
1 8 (13.11%) SCCM
2 6 (9.84%) AirWatch
3 4 (6.56%) Oozie
4 3 (4.92%) NetBackup
5 1 (1.64%) FortiGate
Vendors
1 23 (37.70%) Microsoft
2 22 (36.07%) VMware
3 11 (18.03%) Cisco
4 8 (13.11%) Citrix
5 7 (11.48%) Veeam
6 4 (6.56%) Dell
6 4 (6.56%) Oracle
7 3 (4.92%) HP
7 3 (4.92%) Symantec
7 3 (4.92%) Xerox
8 2 (3.28%) Avaya
9 1 (1.64%) Dell Compellent
9 1 (1.64%) Google
9 1 (1.64%) Meraki
9 1 (1.64%) NetApp
9 1 (1.64%) NVIDIA
9 1 (1.64%) Palo Alto
9 1 (1.64%) Red Hat
9 1 (1.64%) Zerto