The following table provides summary statistics for contract job vacancies advertised in Yorkshire 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 28 June 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 / Yorkshire
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 83 127 118
Rank change year-on-year +44 -9  
Contract jobs citing Data Integration 40 14 26
As % of all contract IT jobs advertised in Yorkshire 1.96% 0.50% 0.89%
As % of the Processes & Methodologies category 2.32% 0.58% 1.06%
Number of daily rates quoted 21 13 13
Median daily rate £425 £475 £460
Median daily rate % change year-on-year -10.52% +3.26%  
90% offered a daily rate of more than £325 £425 £333
10% offered a daily rate of more than £755 £715 £507
UK excluding London median daily rate £425 £425 £425
Number of hourly rates quoted 2 0 0
Median hourly rate £18.00 - -
UK excluding London median hourly rate £19.00 - -

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 Yorkshire with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Yorkshire
Contract job vacancies with a requirement for process and methodology skills 1721 2417 2445
As % of all contract IT job vacancies advertised in Yorkshire 84.32% 86.29% 83.59%
Number of daily rates quoted 4315 6526 6465
Median daily rate £420 £425 £365
Median daily rate % change year-on-year -1.17% +16.43%  
90% offered a daily rate of more than £300 £306 £263
10% offered a daily rate of more than £569 £575 £520
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 159 73 141
Median hourly rate £15.25 £18.00 £17.50
Median hourly rate % change year-on-year -15.27% +2.85%  
90% offered a hourly rate of more than £8.88 £11.00 £10.25
10% offered a hourly rate of more than £27.71 £37.00 £47.50
UK excluding London median hourly rate £34.00 £28.50 £30.00
% change year-on-year +19.29% -5.00%  

Data Integration
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Data Integration in Yorkshire

Data Integration
Contractor Daily Rate Trend in Yorkshire

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

Contractor daily rate trend for Data Integration in Yorkshire

Data Integration
Contractor Daily Rate Histogram in Yorkshire

The daily rate distribution of IT jobs citing Data Integration in Yorkshire over the 3 months to 28 June 2017.

Contractor daily rate histogram for Data Integration in Yorkshire

Data Integration
Contractor Hourly Rate Trend in Yorkshire

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Integration in Yorkshire.

Contractor hourly rate trend for Data Integration in Yorkshire

Data Integration
Contract Job Locations in Yorkshire

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 Yorkshire region over the 3 months to 28 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire +46 32 £430 -9.47% 1
South Yorkshire +8 6 £425 -39.28% 1
East Yorkshire - 2 - -
North Yorkshire +6 1 £350 -24.32% 1
Data Integration
England

For the 6 months to 28 June 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 Yorkshire region with a requirement for Data Integration.

1 27 (57.45%) Data Quality
2 25 (53.19%) Data Modelling
3 21 (44.68%) ETL
4 18 (38.30%) SQL
5 13 (27.66%) Migration
6 12 (25.53%) Pentaho
6 12 (25.53%) SQL Server
7 11 (23.40%) Business Intelligence
7 11 (23.40%) Informatica
7 11 (23.40%) Agile Software Development
8 10 (21.28%) Data Migration
8 10 (21.28%) Finance
8 10 (21.28%) Oracle
8 10 (21.28%) MongoDB
8 10 (21.28%) Relational Database
9 9 (19.15%) Analytics
9 9 (19.15%) Data Cleansing
9 9 (19.15%) Data Architecture
10 8 (17.02%) Degree
10 8 (17.02%) T-SQL
10 8 (17.02%) IBM
10 8 (17.02%) Data Warehouse
10 8 (17.02%) NoSQL
11 7 (14.89%) SAP
11 7 (14.89%) Microsoft
12 6 (12.77%) Validation
12 6 (12.77%) Shell Script
12 6 (12.77%) XML
12 6 (12.77%) QA
12 6 (12.77%) Data Management

Data Integration
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 4 (8.51%) SAS
2 2 (4.26%) Apache Spark
3 1 (2.13%) Apache
3 1 (2.13%) Gentran
3 1 (2.13%) SharePoint
Applications
1 1 (2.13%) Microsoft Office
1 1 (2.13%) Microsoft Project
1 1 (2.13%) MS Visio
Business Applications
1 2 (4.26%) Dynamics AX
1 2 (4.26%) Dynamics CRM
1 2 (4.26%) SAP ERP
2 1 (2.13%) Oracle EBS
2 1 (2.13%) Oracle iProcurement
2 1 (2.13%) Oracle Receivables
Cloud Services
1 6 (12.77%) Amazon AWS
2 2 (4.26%) Dynamics 365
Communications & Networking
1 1 (2.13%) SMS
Database & Business Intelligence
1 12 (25.53%) Pentaho
1 12 (25.53%) SQL Server
2 10 (21.28%) MongoDB
2 10 (21.28%) Relational Database
3 8 (17.02%) Data Warehouse
3 8 (17.02%) NoSQL
4 6 (12.77%) SQL Server Reporting Services
5 5 (10.64%) SQL Server Integration Services
6 4 (8.51%) Big Data
6 4 (8.51%) DataStage
6 4 (8.51%) DB2
6 4 (8.51%) IBM InfoSphere
6 4 (8.51%) SAP Data Services
7 3 (6.38%) Apache Hive
7 3 (6.38%) Oracle BI EE
7 3 (6.38%) Oracle Database
7 3 (6.38%) Oracle Database 12c
7 3 (6.38%) Oracle ODI
7 3 (6.38%) RDBMS
7 3 (6.38%) SSDT
Development Applications
1 6 (12.77%) Talend Open Studio
2 4 (8.51%) Visual Studio
3 3 (6.38%) SQL Server Management Studio (SSMS)
4 1 (2.13%) ERwin
4 1 (2.13%) Oracle Forms
General
1 10 (21.28%) Finance
2 3 (6.38%) Banking
3 1 (2.13%) Advertising
3 1 (2.13%) Manufacturing
Job Titles
1 15 (31.91%) Developer
2 14 (29.79%) Architect
3 7 (14.89%) Solutions Architect
4 6 (12.77%) Analyst
4 6 (12.77%) Data Architect
5 5 (10.64%) Technical Architect
6 4 (8.51%) Consultant
6 4 (8.51%) DataStage Consultant
6 4 (8.51%) Pentaho Developer
7 3 (6.38%) Business Intelligence Developer
7 3 (6.38%) Data Migration Lead
7 3 (6.38%) ETL Developer
7 3 (6.38%) Technical Leader
8 2 (4.26%) Data Analyst
8 2 (4.26%) Data Quality Analyst
8 2 (4.26%) ETL Consultant
8 2 (4.26%) IT Architect
8 2 (4.26%) Lead Architect
8 2 (4.26%) Oracle Developer
8 2 (4.26%) Quality Analyst
Libraries, Frameworks & Software Standards
1 6 (12.77%) XML
2 2 (4.26%) Web Services
3 1 (2.13%) .NET
3 1 (2.13%) EDI
3 1 (2.13%) EDIFACT
3 1 (2.13%) Flask
3 1 (2.13%) MDX
Miscellaneous
1 5 (10.64%) Analytical Skills
1 5 (10.64%) Reference Data
2 3 (6.38%) NHS
3 2 (4.26%) Management Information System
3 2 (4.26%) Tandem
4 1 (2.13%) Computer Science
4 1 (2.13%) Enterprise Software
4 1 (2.13%) TRADACOMS
Operating Systems
1 3 (6.38%) Unix
2 1 (2.13%) Linux
2 1 (2.13%) Windows
Processes & Methodologies
1 25 (53.19%) Data Modelling
2 21 (44.68%) ETL
3 13 (27.66%) Migration
4 11 (23.40%) Agile Software Development
4 11 (23.40%) Business Intelligence
5 10 (21.28%) Data Migration
6 9 (19.15%) Analytics
6 9 (19.15%) Data Architecture
6 9 (19.15%) Data Cleansing
7 6 (12.77%) Data Governance
7 6 (12.77%) Data Management
7 6 (12.77%) Data Strategy
7 6 (12.77%) Data Transformation
7 6 (12.77%) Scenario Testing
7 6 (12.77%) TOGAF
7 6 (12.77%) Validation
8 5 (10.64%) Change Management
8 5 (10.64%) Data Analysis
8 5 (10.64%) Project Management
9 4 (8.51%) ERP
Programming Languages
1 18 (38.30%) SQL
2 8 (17.02%) T-SQL
3 6 (12.77%) Shell Script
4 2 (4.26%) PL/SQL
4 2 (4.26%) Python
5 1 (2.13%) C#
5 1 (2.13%) Java
5 1 (2.13%) JavaScript
5 1 (2.13%) R
5 1 (2.13%) Scala
5 1 (2.13%) VB.NET
Qualifications
1 8 (17.02%) Degree
2 3 (6.38%) Security Cleared
3 2 (4.26%) Master's Degree
4 1 (2.13%) SAS Certification
4 1 (2.13%) SC Cleared
Quality Assurance & Compliance
1 27 (57.45%) Data Quality
2 6 (12.77%) QA
3 3 (6.38%) IFRS
3 3 (6.38%) IFRS 9
System Software
1 1 (2.13%) Apache Flume
Systems Management
1 1 (2.13%) Ansible
1 1 (2.13%) EMC NetWorker
Vendors
1 11 (23.40%) Informatica
2 10 (21.28%) Oracle
3 8 (17.02%) IBM
4 7 (14.89%) Microsoft
4 7 (14.89%) SAP
5 6 (12.77%) Talend
6 2 (4.26%) Ariba
6 2 (4.26%) Tableau
7 1 (2.13%) CA
7 1 (2.13%) Cloudera
7 1 (2.13%) DataFlux
7 1 (2.13%) Elastic Path
7 1 (2.13%) Hortonworks
7 1 (2.13%) MapR
7 1 (2.13%) Splunk
7 1 (2.13%) Trillium
South Yorkshire
Rullion
Posted: 10 hours ago