Period
to 24 November 2017

The following table provides summary statistics for contract job vacancies advertised in the East of England 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 6 months to 24 November 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.

Data Integration
England > East of England
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 124 162 177
Rank change year-on-year +38 +15 -10
Contract jobs citing Data Integration 75 36 37
As % of all contract IT jobs advertised in the East of England 1.45% 0.74% 0.62%
As % of the Processes & Methodologies category 1.76% 0.91% 0.79%
Number of daily rates quoted 42 26 15
East of England median daily rate £425 £457 £500
Median daily rate % change year-on-year -7.00% -8.60% +33.33%
10th Percentile £321 £321 £360
90th Percentile £581 £550 £665
England median daily rate £475 £475 £460
% change year-on-year - +3.26% +5.75%
Number of hourly rates quoted 0 0 0
East of England median hourly rate - - -
England median hourly rate £52.00 £25.50 £35.33
% change year-on-year +103.92% -27.82% -56.91%

Data Integration is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the East of England with a requirement for process or methodology skills.

All Process and Methodology Skills
East of England
Contract vacancies with a requirement for process or methodology skills 4269 3972 4677
As % of all contract IT jobs advertised in the East of England 82.73% 81.44% 78.94%
Number of daily rates quoted 2462 2303 2727
East of England median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% - +6.67%
10th Percentile £250 £224 £234
90th Percentile £575 £550 £550
England median daily rate £450 £425 £425
% change year-on-year +5.88% - +6.25%
Number of hourly rates quoted 260 323 400
East of England median hourly rate £31.50 £32.00 £23.63
Median hourly rate % change year-on-year -1.56% +35.45% -1.56%
10th Percentile £11.52 £13.75 £11.50
90th Percentile £49.75 £47.50 £45.43
England median hourly rate £24.00 £24.00 £22.50
% change year-on-year - +6.67% +18.42%

Data Integration
Job Vacancy Trend in the East of England

Job postings citing Data Integration as a percentage of all IT jobs advertised in the East of England.

Job vacancy trend for Data Integration in the East of England

Data Integration
Contractor Daily Rate Trend in the East of England

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

Contractor daily rate trend for Data Integration in the East of England

Data Integration
Contractor Daily Rate Histogram in the East of England

The daily rate distribution of IT jobs citing Data Integration in the East of England over the 6 months to 24 November 2017.

Contractor daily rate histogram for Data Integration in the East of England

Data Integration
Contract Job Locations in the East of England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Integration within the East of England region over the 6 months to 24 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Bedfordshire +16 31 £535 +7.00%
Essex +3 27 £422 -6.27%
Cambridgeshire -23 6 £388 -26.19%
Norfolk -2 5 - -
Hertfordshire -15 3 £130 -65.33% 4
Suffolk +12 2 £425 -
East Anglia - 1 - -
Data Integration
England

For the 6 months to 24 November 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 East of England region with a requirement for Data Integration.

1 44 (58.67%) Agile Software Development
2 32 (42.67%) Scrum
3 30 (40.00%) XML
4 29 (38.67%) UML
5 28 (37.33%) Middleware
6 27 (36.00%) Data Mapping
7 26 (34.67%) SQL
8 25 (33.33%) XSLT
9 17 (22.67%) Data Modelling
10 16 (21.33%) E-Commerce
10 16 (21.33%) MySQL
10 16 (21.33%) Validation
10 16 (21.33%) Wireframes
11 15 (20.00%) Data Flow Diagram
12 14 (18.67%) Amazon AWS
12 14 (18.67%) Data Transformation
13 13 (17.33%) Hadoop
13 13 (17.33%) Oracle
14 12 (16.00%) Data Mining
15 11 (14.67%) Ingres
15 11 (14.67%) Cost-Benefit Analysis
15 11 (14.67%) Statistical Analysis
15 11 (14.67%) Requirements Analysis
16 10 (13.33%) Requirements Management
16 10 (13.33%) ETL
16 10 (13.33%) SOA
16 10 (13.33%) Big Data
16 10 (13.33%) Data Munging
16 10 (13.33%) Apache Spark
17 9 (12.00%) Kafka

Data Integration
Co-occurring IT Skills in the East of England 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 10 (13.33%) Apache Spark
2 5 (6.67%) Apache
2 5 (6.67%) Apache Solr
2 5 (6.67%) Confluence
2 5 (6.67%) Tomcat
3 1 (1.33%) CMS
3 1 (1.33%) Elasticsearch
Applications
1 3 (4.00%) Microsoft Excel
2 2 (2.67%) Microsoft Office
2 2 (2.67%) MS Visio
Business Applications
1 1 (1.33%) SAP Hybris
Cloud Services
1 14 (18.67%) Amazon AWS
2 5 (6.67%) Amazon EMR
2 5 (6.67%) Amazon Kinesis
3 4 (5.33%) Amazon S3
3 4 (5.33%) IaaS
3 4 (5.33%) PaaS
3 4 (5.33%) SaaS
4 1 (1.33%) Microsoft Azure
Communications & Networking
1 2 (2.67%) Internet
2 1 (1.33%) FTP
Database & Business Intelligence
1 16 (21.33%) MySQL
2 13 (17.33%) Hadoop
3 12 (16.00%) Data Mining
4 11 (14.67%) Ingres
5 10 (13.33%) Big Data
6 7 (9.33%) Data Warehouse
6 7 (9.33%) SQL Server
7 6 (8.00%) Apache Cassandra
8 5 (6.67%) Amazon QuickSight
8 5 (6.67%) Amazon Redshift
8 5 (6.67%) HBase
8 5 (6.67%) Impala
9 4 (5.33%) Enterprise Data Warehouse
9 4 (5.33%) Parquet
9 4 (5.33%) Sqoop
10 3 (4.00%) Pentaho
11 2 (2.67%) QlikView
11 2 (2.67%) SQL Server Integration Services
12 1 (1.33%) Data Mart
12 1 (1.33%) SQL Server Reporting Services
Development Applications
1 6 (8.00%) JIRA
2 5 (6.67%) Eclipse
3 1 (1.33%) Team Foundation Server
3 1 (1.33%) Visual Studio
General
1 8 (10.67%) Retail
2 7 (9.33%) Finance
3 3 (4.00%) Publishing
4 2 (2.67%) Banking
4 2 (2.67%) Billing
5 1 (1.33%) Law
5 1 (1.33%) Legal
5 1 (1.33%) Marketing
Job Titles
1 38 (50.67%) Analyst
2 26 (34.67%) Business Analyst
3 19 (25.33%) Architect
4 15 (20.00%) Solutions Architect
5 11 (14.67%) Business Systems Analyst
6 7 (9.33%) Developer
6 7 (9.33%) E-Commerce Architect
6 7 (9.33%) Systems Analyst
7 6 (8.00%) Data Architect
7 6 (8.00%) Technical Analyst
7 6 (8.00%) Technical Business Analyst
8 4 (5.33%) Big Data Architect
8 4 (5.33%) Big Data Solutions Architect
8 4 (5.33%) Business Integration Analyst
8 4 (5.33%) E-Commerce Solution Architect
8 4 (5.33%) Integration Analyst
8 4 (5.33%) Integration Architect
8 4 (5.33%) Integration Developer
8 4 (5.33%) Linux Developer
8 4 (5.33%) XML Analyst
Libraries, Frameworks & Software Standards
1 30 (40.00%) XML
2 28 (37.33%) Middleware
3 25 (33.33%) XSLT
4 9 (12.00%) Kafka
5 6 (8.00%) Spring
5 6 (8.00%) Web Services
6 5 (6.67%) Spring MVC
6 5 (6.67%) XML Schema
7 4 (5.33%) Apache Avro
7 4 (5.33%) JSON
8 3 (4.00%) JMS
9 2 (2.67%) REST
9 2 (2.67%) SOAP
10 1 (1.33%) .NET
10 1 (1.33%) GraphX
10 1 (1.33%) Java EE
10 1 (1.33%) MLlib
10 1 (1.33%) Oracle Fusion
10 1 (1.33%) Servlets
10 1 (1.33%) TensorFlow
Miscellaneous
1 6 (8.00%) Management Information System
2 3 (4.00%) Analytical Skills
2 3 (4.00%) Computer Science
2 3 (4.00%) IVR
3 1 (1.33%) Data Structures
3 1 (1.33%) Mobile App
Operating Systems
1 5 (6.67%) Linux
Processes & Methodologies
1 44 (58.67%) Agile Software Development
2 32 (42.67%) Scrum
3 29 (38.67%) UML
4 27 (36.00%) Data Mapping
5 17 (22.67%) Data Modelling
6 16 (21.33%) E-Commerce
6 16 (21.33%) Validation
6 16 (21.33%) Wireframes
7 15 (20.00%) Data Flow Diagram
8 14 (18.67%) Data Transformation
9 11 (14.67%) Cost-Benefit Analysis
9 11 (14.67%) Requirements Analysis
9 11 (14.67%) Statistical Analysis
10 10 (13.33%) Data Munging
10 10 (13.33%) ETL
10 10 (13.33%) Requirements Management
10 10 (13.33%) SOA
11 9 (12.00%) Software Engineering
12 8 (10.67%) Analytics
12 8 (10.67%) CRM
Programming Languages
1 26 (34.67%) SQL
2 9 (12.00%) Python
3 5 (6.67%) Java
4 4 (5.33%) Bash Shell
4 4 (5.33%) Perl
5 1 (1.33%) C#
5 1 (1.33%) R
5 1 (1.33%) T-SQL
Qualifications
1 3 (4.00%) Degree
1 3 (4.00%) ISEB
1 3 (4.00%) ISTQB
1 3 (4.00%) Security Cleared
2 1 (1.33%) SC Cleared
Quality Assurance & Compliance
1 3 (4.00%) QA
2 2 (2.67%) Data Quality
2 2 (2.67%) Disclosure Scotland
System Software
1 9 (12.00%) HDFS
2 4 (5.33%) Apache Flume
Systems Management
1 5 (6.67%) Hadoop YARN
2 4 (5.33%) Oozie
3 1 (1.33%) Mesos
Vendors
1 13 (17.33%) Oracle
2 9 (12.00%) Microsoft
3 6 (8.00%) Red Hat
4 5 (6.67%) Cloudera
5 2 (2.67%) Atlassian
5 2 (2.67%) Salesforce.com
5 2 (2.67%) SAP
5 2 (2.67%) Tableau
6 1 (1.33%) Ab Initio
6 1 (1.33%) Citrix
6 1 (1.33%) HP
6 1 (1.33%) hybris
6 1 (1.33%) IBM
6 1 (1.33%) MuleSoft
6 1 (1.33%) Teradata