Period
to 17 November 2017

The table below looks at the prevalence of the term Replication in permanent job vacancies advertised in Scotland. Included is a benchmarking guide to the salaries offered in vacancies that have cited Replication over the 6 months to 17 November 2017 with a comparison to the same period over the previous 2 years.

Replication
UK > Scotland
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 199 185 185
Rank change year-on-year -14 0 +35
Permanent jobs citing Replication 23 33 59
As % of all permanent IT jobs advertised in Scotland 0.41% 0.63% 0.91%
As % of the Miscellaneous category 1.03% 1.62% 2.20%
Number of salaries quoted 11 20 40
Scotland median annual salary £33,500 £50,000 £42,500
Median salary % change year-on-year -33.00% +17.65% -
10th Percentile £26,716 £31,625 £23,000
90th Percentile £58,750 £58,000 £52,500
UK median annual salary £45,000 £47,500 £47,500
% change year-on-year -5.26% - -

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 Scotland with a requirement for generic IT skills.

All Generic IT Skills
Scotland
Permanent vacancies with a requirement for generic IT skills 2223 2035 2679
As % of all permanent IT jobs advertised in Scotland 39.41% 38.84% 41.52%
Number of salaries quoted 1376 1138 1600
Scotland median annual salary £43,500 £42,500 £41,500
Median salary % change year-on-year +2.35% +2.41% +3.75%
10th Percentile £27,500 £26,250 £26,500
90th Percentile £67,500 £65,000 £63,250
UK median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Replication
Job Vacancy Trend in Scotland

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

Job vacancy trend for Replication in Scotland

Replication
Salary Trend in Scotland

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

Salary trend for Replication in Scotland

Replication
Salary Histogram in Scotland

The salary distribution of IT jobs citing Replication in Scotland over the 6 months to 17 November 2017.

Salary histogram for Replication in Scotland

Replication
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Replication within the Scotland region over the 6 months to 17 November 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
Edinburgh -17 16 £28,460 -43.08%
Glasgow -18 3 £50,000 +69.49% 1
Aberdeenshire - 1 £40,000 -
Midlothian - 1 £30,000 -
Aberdeen - 1 £60,000 -
Dundee - 1 - -
Replication
UK

For the 6 months to 17 November 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 Scotland region with a requirement for Replication.

1 14 (60.87%) Linux
2 11 (47.83%) Python
2 11 (47.83%) Unix
2 11 (47.83%) EMC
2 11 (47.83%) Finance
2 11 (47.83%) Clustering
3 10 (43.48%) Configuration Management
3 10 (43.48%) ITIL
3 10 (43.48%) Active Directory
3 10 (43.48%) Perl
3 10 (43.48%) Puppet
3 10 (43.48%) High Availability
3 10 (43.48%) Data Centre
4 9 (39.13%) Opscode Chef
4 9 (39.13%) RHEV
4 9 (39.13%) Red Hat Enterprise Linux
4 9 (39.13%) PHP
4 9 (39.13%) C
4 9 (39.13%) Windows
4 9 (39.13%) AIX
4 9 (39.13%) SQL Server
4 9 (39.13%) Tivoli Storage Manager
4 9 (39.13%) Control-M
4 9 (39.13%) SAN
4 9 (39.13%) Red Hat
4 9 (39.13%) Disaster Recovery
4 9 (39.13%) Identity Management
4 9 (39.13%) Programme Delivery
4 9 (39.13%) Rundeck
4 9 (39.13%) Runbook

Replication
Co-occurring IT Skills in Scotland 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 1 (4.35%) Apache Spark
1 1 (4.35%) Elasticsearch
Business Applications
1 1 (4.35%) Oracle EBS
Cloud Services
1 2 (8.70%) Amazon AWS
1 2 (8.70%) Google Cloud Platform
1 2 (8.70%) Google Compute Engine
1 2 (8.70%) IaaS
1 2 (8.70%) Microsoft Azure
2 1 (4.35%) Office 365
Communications & Networking
1 9 (39.13%) SAN
2 2 (8.70%) Internet
3 1 (4.35%) LAN
3 1 (4.35%) VoIP
3 1 (4.35%) WAN
3 1 (4.35%) Wireless
Database & Business Intelligence
1 9 (39.13%) SQL Server
2 3 (13.04%) Relational Database
3 2 (8.70%) SQL Server Analysis Services
4 1 (4.35%) Big Data
4 1 (4.35%) Hadoop
4 1 (4.35%) HBase
4 1 (4.35%) Impala
4 1 (4.35%) Ingres
4 1 (4.35%) MySQL
4 1 (4.35%) RDBMS
4 1 (4.35%) SQL Server 2005
4 1 (4.35%) SQL Server 2008
4 1 (4.35%) SQL Server 2012
4 1 (4.35%) SQL Server 2016
4 1 (4.35%) SQL Server Integration Services
4 1 (4.35%) SQL Server Reporting Services
4 1 (4.35%) Sqoop
Development Applications
1 1 (4.35%) Git (software)
General
1 11 (47.83%) Finance
Job Titles
1 9 (39.13%) Consultant
1 9 (39.13%) Linux Consultant
1 9 (39.13%) Unix Consultant
2 6 (26.09%) DBA
3 4 (17.39%) Administrator
4 2 (8.70%) Architect
4 2 (8.70%) Cloud Architect
4 2 (8.70%) Cloud Solutions Architect
4 2 (8.70%) Developer
4 2 (8.70%) Infrastructure Engineer
4 2 (8.70%) IT Architect
4 2 (8.70%) Solutions Architect
5 1 (4.35%) Development DBA
5 1 (4.35%) Infrastructure Operations Engineer
5 1 (4.35%) Linux Scripter
5 1 (4.35%) Operations Engineer
5 1 (4.35%) Perl Scripter
5 1 (4.35%) Senior Operations Engineer
5 1 (4.35%) Senior VMware Engineer
5 1 (4.35%) VMware Engineer
Libraries, Frameworks & Software Standards
1 2 (8.70%) .NET
2 1 (4.35%) Kafka
2 1 (4.35%) RabbitMQ
Miscellaneous
1 11 (47.83%) Clustering
2 10 (43.48%) Data Centre
3 2 (8.70%) Hybrid Cloud
4 1 (4.35%) Linux Command Line
Operating Systems
1 14 (60.87%) Linux
2 11 (47.83%) Unix
3 9 (39.13%) AIX
3 9 (39.13%) Red Hat Enterprise Linux
3 9 (39.13%) Windows
4 1 (4.35%) SmartOS
4 1 (4.35%) Windows Server
4 1 (4.35%) Windows Server 2012
Processes & Methodologies
1 10 (43.48%) Configuration Management
1 10 (43.48%) High Availability
1 10 (43.48%) ITIL
2 9 (39.13%) Disaster Recovery
2 9 (39.13%) Identity Management
2 9 (39.13%) Programme Delivery
2 9 (39.13%) Runbook
3 7 (30.43%) Migration
4 5 (21.74%) Data Management
4 5 (21.74%) Data Migration
5 2 (8.70%) Capacity Management
5 2 (8.70%) Presales
5 2 (8.70%) Project Management
5 2 (8.70%) Statistics
6 1 (4.35%) Agile Software Development
6 1 (4.35%) CRUD
6 1 (4.35%) Mentoring
6 1 (4.35%) Performance Tuning
6 1 (4.35%) Regression Testing
6 1 (4.35%) Scrum
Programming Languages
1 11 (47.83%) Python
2 10 (43.48%) Perl
3 9 (39.13%) C
3 9 (39.13%) PHP
4 8 (34.78%) SQL
5 4 (17.39%) T-SQL
6 2 (8.70%) Bash Shell
7 1 (4.35%) AWK
7 1 (4.35%) Java
7 1 (4.35%) Korn
7 1 (4.35%) PowerShell
7 1 (4.35%) Ruby
7 1 (4.35%) Scala
7 1 (4.35%) sed
7 1 (4.35%) Shell Script
7 1 (4.35%) VB
7 1 (4.35%) VB.NET
7 1 (4.35%) VB6
Qualifications
1 1 (4.35%) Degree
1 1 (4.35%) Microsoft Certification
1 1 (4.35%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 1 (4.35%) QA
1 1 (4.35%) SLA
System Software
1 10 (43.48%) Active Directory
2 9 (39.13%) RHEV
3 4 (17.39%) VMware Infrastructure
4 2 (8.70%) Hyper-V
5 1 (4.35%) HDFS
5 1 (4.35%) Virtual Machines
Systems Management
1 10 (43.48%) Puppet
2 9 (39.13%) Control-M
2 9 (39.13%) Opscode Chef
2 9 (39.13%) Rundeck
2 9 (39.13%) Tivoli Storage Manager
3 1 (4.35%) Microsoft Clustering
3 1 (4.35%) Oozie
Vendors
1 11 (47.83%) EMC
2 9 (39.13%) Red Hat
3 5 (21.74%) VMware
4 2 (8.70%) Cisco
4 2 (8.70%) Dell
4 2 (8.70%) Google
4 2 (8.70%) Microsoft
4 2 (8.70%) Oracle
5 1 (4.35%) Apple
5 1 (4.35%) Cloudera
5 1 (4.35%) Tableau