Period
to 22 April 2018

The table below looks at the prevalence of the term Replication in contract job vacancies advertised in Reading. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Replication over the 6 months to 22 April 2018 with a comparison to the same period over the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Replication
Berkshire > Reading
6 months to
22 Apr 2018
Same period 2017 Same period 2016
Rank 84 85 102
Rank change year-on-year +1 +17 -9
Contract jobs citing Replication 10 6 18
As % of all contract IT jobs advertised in Reading 0.77% 0.44% 0.92%
As % of the Miscellaneous category 2.11% 1.34% 3.13%
Number of daily rates quoted 4 3 10
Reading median daily rate £408 £350 £438
Median daily rate % change year-on-year +16.43% -20.00% +34.62%
10th Percentile £306 £265 £402
90th Percentile £496 £400 £450
Berkshire median daily rate £388 £310 £425
% change year-on-year +25.00% -27.06% +21.43%
Number of hourly rates quoted 0 0 3
Reading median hourly rate - - £63.00
Berkshire median hourly rate - - £20.00

Replication is in the Generic IT Skills category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Reading with a requirement for generic IT skills.

All Generic IT Skills
Reading
Contract vacancies with a requirement for generic IT skills 474 448 576
As % of all contract IT jobs advertised in Reading 36.63% 32.51% 29.31%
Number of daily rates quoted 298 224 339
Reading median daily rate £400 £425 £413
Median daily rate % change year-on-year -5.88% +3.03% +3.13%
10th Percentile £220 £250 £250
90th Percentile £588 £600 £516
Berkshire median daily rate £425 £410 £400
% change year-on-year +3.66% +2.50% +2.56%
Number of hourly rates quoted 12 22 25
Reading median hourly rate £17.80 £15.00 £17.00
Median hourly rate % change year-on-year +18.68% -11.76% -16.05%
10th Percentile £11.31 £13.00 £13.00
90th Percentile £62.75 £55.65 £63.00
Berkshire median hourly rate £12.00 £15.00 £17.00
% change year-on-year -20.00% -11.76% -1.28%

Replication
Job Vacancy Trend in Reading

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

Job vacancy trend for Replication in Reading

Replication
Contractor Daily Rate Trend in Reading

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Replication in Reading.

Contractor daily rate trend for Replication in Reading

Replication
Contractor Daily Rate Histogram in Reading

The daily rate distribution of IT jobs citing Replication in Reading over the 6 months to 22 April 2018.

Contractor daily rate histogram for Replication in Reading

Replication
Contractor Hourly Rate Trend in Reading

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Replication in Reading.

Contractor hourly rate trend for Replication in Reading

For the 6 months to 22 April 2018, IT contractor 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 contract job ads across the Reading region with a requirement for Replication.

1 7 (70.00%) SQL
1 7 (70.00%) Microsoft
2 6 (60.00%) SQL Server
3 4 (40.00%) Data Warehouse
3 4 (40.00%) Project Management
3 4 (40.00%) Data Modelling
3 4 (40.00%) Business Intelligence
3 4 (40.00%) Migration
3 4 (40.00%) Degree
3 4 (40.00%) Computer Science
3 4 (40.00%) Microsoft Azure
3 4 (40.00%) High Availability
3 4 (40.00%) Big Data
3 4 (40.00%) Data Analytics
3 4 (40.00%) Analytics
3 4 (40.00%) Analytical Skills
3 4 (40.00%) Power BI
3 4 (40.00%) Problem-Solving
4 3 (30.00%) MongoDB
4 3 (30.00%) Hadoop
4 3 (30.00%) French Language
4 3 (30.00%) German Language
4 3 (30.00%) SQL Server Analysis Services
4 3 (30.00%) SQL Server Integration Services
4 3 (30.00%) SQL Server Reporting Services
4 3 (30.00%) Oracle
4 3 (30.00%) Clustering
4 3 (30.00%) ETL
4 3 (30.00%) Python
4 3 (30.00%) Microsoft Office

Replication
Co-occurring IT Skills in Reading 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 2 (20.00%) Apache Pig
1 2 (20.00%) SAS
2 1 (10.00%) Exchange Server 2000
2 1 (10.00%) GeoServer
2 1 (10.00%) MS Exchange
Applications
1 3 (30.00%) Microsoft Office
2 2 (20.00%) Microsoft Excel
2 2 (20.00%) SPSS
Business Applications
1 2 (20.00%) Unit4 Business World
Cloud Services
1 4 (40.00%) Microsoft Azure
2 1 (10.00%) IaaS
2 1 (10.00%) Office 365
2 1 (10.00%) PaaS
Communications & Networking
1 2 (20.00%) SAN
2 1 (10.00%) Cisco ASA
2 1 (10.00%) Cisco IOS
2 1 (10.00%) Firewall
2 1 (10.00%) IPsec
2 1 (10.00%) LAN
2 1 (10.00%) SSL
2 1 (10.00%) TCP/IP
2 1 (10.00%) VLAN
2 1 (10.00%) VPN
2 1 (10.00%) WAN
2 1 (10.00%) WLAN
Database & Business Intelligence
1 6 (60.00%) SQL Server
2 4 (40.00%) Big Data
2 4 (40.00%) Data Warehouse
2 4 (40.00%) Power BI
3 3 (30.00%) Hadoop
3 3 (30.00%) MongoDB
3 3 (30.00%) SQL Server Analysis Services
3 3 (30.00%) SQL Server Integration Services
3 3 (30.00%) SQL Server Reporting Services
4 2 (20.00%) Apache Cassandra
4 2 (20.00%) Apache Hive
4 2 (20.00%) Azure SQL Database
4 2 (20.00%) HBase
4 2 (20.00%) Mahout
4 2 (20.00%) NoSQL
4 2 (20.00%) Pentaho
4 2 (20.00%) Redis
4 2 (20.00%) SAP HANA
4 2 (20.00%) SQL Server 2005
4 2 (20.00%) SQL Server 2008
Development Applications
1 1 (10.00%) Git (software)
General
1 3 (30.00%) French Language
1 3 (30.00%) German Language
2 2 (20.00%) Czech Language
2 2 (20.00%) Finance
3 1 (10.00%) Marketing
Job Titles
1 4 (40.00%) Administrator
1 4 (40.00%) Consultant
1 4 (40.00%) Data Consultant
1 4 (40.00%) Insight Consultant
2 2 (20.00%) Systems Administrator
3 1 (10.00%) Analyst
3 1 (10.00%) Analytics Consultant
3 1 (10.00%) Architect
3 1 (10.00%) Azure Architect
3 1 (10.00%) Business Intelligence Consultant
3 1 (10.00%) Cloud Architect
3 1 (10.00%) Data Analytics Consultant
3 1 (10.00%) Data Model Consultant
3 1 (10.00%) Data Warehouse Consultant
3 1 (10.00%) DBA
3 1 (10.00%) Geospatial Analyst
3 1 (10.00%) Power BI Consultant
3 1 (10.00%) Service Analyst
3 1 (10.00%) SQL Server Consultant
3 1 (10.00%) Web Analyst
Libraries, Frameworks & Software Standards
1 1 (10.00%) Django
1 1 (10.00%) Entity Framework
1 1 (10.00%) GeoJSON
1 1 (10.00%) JSON
1 1 (10.00%) LINQ
1 1 (10.00%) NHibernate
1 1 (10.00%) Web Services
Miscellaneous
1 4 (40.00%) Analytical Skills
1 4 (40.00%) Computer Science
2 3 (30.00%) Clustering
3 2 (20.00%) Self-Motivation
Operating Systems
1 2 (20.00%) Unix
2 1 (10.00%) Linux
2 1 (10.00%) Mac OS X
2 1 (10.00%) Windows
2 1 (10.00%) Windows 2000 Server
2 1 (10.00%) Windows Server
2 1 (10.00%) Windows XP
Processes & Methodologies
1 4 (40.00%) Analytics
1 4 (40.00%) Business Intelligence
1 4 (40.00%) Data Analytics
1 4 (40.00%) Data Modelling
1 4 (40.00%) High Availability
1 4 (40.00%) Migration
1 4 (40.00%) Problem-Solving
1 4 (40.00%) Project Management
2 3 (30.00%) ETL
3 2 (20.00%) Agile Software Development
3 2 (20.00%) Dashboard Development
3 2 (20.00%) Data Engineering
3 2 (20.00%) Data Security
3 2 (20.00%) ERP
3 2 (20.00%) MapReduce
3 2 (20.00%) Presales
4 1 (10.00%) Business Transformation
4 1 (10.00%) Customer Requirements
4 1 (10.00%) Data Visualisation
4 1 (10.00%) Performance Tuning
Programming Languages
1 7 (70.00%) SQL
2 3 (30.00%) C#
2 3 (30.00%) Java
2 3 (30.00%) Python
3 2 (20.00%) F#
3 2 (20.00%) R
4 1 (10.00%) PowerShell
4 1 (10.00%) T-SQL
Qualifications
1 4 (40.00%) Degree
2 2 (20.00%) SC Cleared
2 2 (20.00%) Security Cleared
3 1 (10.00%) Computer Science Degree
System Software
1 2 (20.00%) Apache Flume
2 1 (10.00%) Active Directory
2 1 (10.00%) Hyper-V
2 1 (10.00%) VMware Infrastructure
Systems Management
1 1 (10.00%) Failover Clustering
1 1 (10.00%) Microsoft Intune
1 1 (10.00%) SCCM
1 1 (10.00%) SCOM
Vendors
1 7 (70.00%) Microsoft
2 3 (30.00%) Oracle
3 2 (20.00%) Informatica
3 2 (20.00%) SAP
3 2 (20.00%) Talend
3 2 (20.00%) Teradata
3 2 (20.00%) Vertica
4 1 (10.00%) Capita
4 1 (10.00%) Cisco
4 1 (10.00%) HP
4 1 (10.00%) Netezza
4 1 (10.00%) SonicWALL
4 1 (10.00%) VMware
4 1 (10.00%) WatchGuard