The following table provides summary statistics for contract job vacancies advertised in Reading with a requirement for Data Integration skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Integration over the 3 months to 24 March 2017 with a comparison to the same period in 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.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Data Integration
Berkshire / Reading
Rank 59 79 76
Rank change year-on-year +20 -3  
Contract jobs citing Data Integration 4 4 1
As % of all contract IT jobs advertised in Reading 0.60% 0.40% 0.10%
As % of the Processes & Methodologies category 0.74% 0.51% 0.14%
Number of daily rates quoted 4 0 1
Median daily rate £350 - £450
UK excluding London median daily rate £425 £450 £431
% change year-on-year -5.55% +4.48%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

Data Integration is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Reading with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Reading
Contract job vacancies with a requirement for process and methodology skills 537 778 708
As % of all contract IT job vacancies advertised in Reading 80.27% 77.18% 72.17%
Number of daily rates quoted 280 418 401
Median daily rate £425 £425 £400
Median daily rate % change year-on-year - +6.25%  
90% offered a daily rate of more than £265 £275 £250
10% offered a daily rate of more than £563 £550 £500
UK excluding London median daily rate £410 £400 £400
% change year-on-year +2.50% -  
Number of hourly rates quoted 22 17 11
Median hourly rate £17.59 £38.75 £22.50
Median hourly rate % change year-on-year -54.60% +72.22%  
90% offered a hourly rate of more than £15.00 £10.35 £18.55
10% offered a hourly rate of more than £60.33 £63.00 £55.65
UK excluding London median hourly rate £36.00 £39.00 £30.00
% change year-on-year -7.69% +30.00%  

Data Integration
Job Vacancy Trend in Reading

The job posting trend of jobs advertised in Reading citing Data Integration as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Integration in Reading

Data Integration
Contractor Daily Rate Trend in Reading

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

Contractor daily rate trend for Data Integration in Reading

Data Integration
Top 30 Related IT Skills in Reading

For the 6 months to 24 March 2017, IT contractor jobs citing Data Integration also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Reading region with a requirement for Data Integration.

1 4 (80.00%) Data Warehouse
2 3 (60.00%) Data Modelling
3 2 (40.00%) XML
3 2 (40.00%) Agile Software Development
3 2 (40.00%) JSON
3 2 (40.00%) Dimensional Modelling
3 2 (40.00%) ETL
3 2 (40.00%) Java
3 2 (40.00%) SQL
3 2 (40.00%) Business Intelligence
3 2 (40.00%) Apache Hive
3 2 (40.00%) Finance
3 2 (40.00%) Hadoop
3 2 (40.00%) Analytics
3 2 (40.00%) Analytical Skills
3 2 (40.00%) Performance Tuning
3 2 (40.00%) Relational Database
4 1 (20.00%) Impala
4 1 (20.00%) C#
4 1 (20.00%) Software Delivery
4 1 (20.00%) SDLC
4 1 (20.00%) Translating Business Requirements
4 1 (20.00%) IFRS
4 1 (20.00%) IFRS 9
4 1 (20.00%) Scorecard
4 1 (20.00%) Inmon Methodology
4 1 (20.00%) Oracle Database
4 1 (20.00%) Sqoop
4 1 (20.00%) BDD
4 1 (20.00%) MongoDB

Data Integration
Top Related 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:

Business Applications
1 1 (20.00%) Remedy ITSM
Communications & Networking
1 1 (20.00%) Kerberos
Database & Business Intelligence
1 4 (80.00%) Data Warehouse
2 2 (40.00%) Apache Hive
2 2 (40.00%) Hadoop
2 2 (40.00%) Relational Database
3 1 (20.00%) Big Data
3 1 (20.00%) BusinessObjects
3 1 (20.00%) HBase
3 1 (20.00%) Impala
3 1 (20.00%) MongoDB
3 1 (20.00%) NoSQL
3 1 (20.00%) OLAP
3 1 (20.00%) OLTP
3 1 (20.00%) Oracle Database
3 1 (20.00%) QlikView
3 1 (20.00%) RDBMS
3 1 (20.00%) SQL Server
3 1 (20.00%) SQL Server Integration Services
3 1 (20.00%) Sqoop
General
1 2 (40.00%) Finance
2 1 (20.00%) Banking
2 1 (20.00%) Retail
Job Titles
1 3 (60.00%) Developer
2 2 (40.00%) Hadoop Developer
3 1 (20.00%) Database Developer
3 1 (20.00%) Designer
Libraries, Frameworks & Software Standards
1 2 (40.00%) JSON
1 2 (40.00%) XML
2 1 (20.00%) REST
2 1 (20.00%) Web Services
Miscellaneous
1 2 (40.00%) Analytical Skills
2 1 (20.00%) CMDB
Processes & Methodologies
1 3 (60.00%) Data Modelling
2 2 (40.00%) Agile Software Development
2 2 (40.00%) Analytics
2 2 (40.00%) Business Intelligence
2 2 (40.00%) Dimensional Modelling
2 2 (40.00%) ETL
2 2 (40.00%) Performance Tuning
3 1 (20.00%) BDD
3 1 (20.00%) Data Architecture
3 1 (20.00%) Data Extraction
3 1 (20.00%) Data Management
3 1 (20.00%) Inmon Methodology
3 1 (20.00%) Kimball Methodology
3 1 (20.00%) MapReduce
3 1 (20.00%) Release Management
3 1 (20.00%) SDLC
3 1 (20.00%) Software Delivery
3 1 (20.00%) Systems Analysis
3 1 (20.00%) TDD
3 1 (20.00%) Translating Business Requirements
Programming Languages
1 2 (40.00%) Java
1 2 (40.00%) SQL
2 1 (20.00%) C#
2 1 (20.00%) Scala
2 1 (20.00%) VB
Quality Assurance & Compliance
1 1 (20.00%) IFRS
1 1 (20.00%) IFRS 9
System Software
1 1 (20.00%) Apache Flume
Vendors
1 1 (20.00%) BMC
1 1 (20.00%) Cloudera
1 1 (20.00%) Informatica
1 1 (20.00%) Microsoft
1 1 (20.00%) Oracle
1 1 (20.00%) Remedy