The table below looks at the statistics for Data Mapping skills in IT contracts advertised for the England region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Mapping over the 3 months to 26 July 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
26 Jul 2016
Same period 2015 Same period 2014
Data Mapping
Rank 423 398 370
Rank change year-on-year
-25 -28
Contract jobs citing Data Mapping 210 234 233
As % of all contract IT jobs located in England 0.42% 0.45% 0.48%
As % of the Processes & Methodologies category 0.51% 0.57% 0.61%
Number of daily rates quoted 132 161 129
Median daily rate £425 £400 £425
Median daily rate % change year-on-year
+6.25% -5.88%
90% offered a daily rate of more than £300 £300 £299
10% offered a daily rate of more than £550 £500 £550
UK excluding London median daily rate £400 £350 £400
% change year-on-year
+14.28% -12.50%
Number of hourly rates quoted 0 1 2
Median hourly rate - £11.00 £28.90
Median hourly rate % change year-on-year
- -61.93%
UK excluding London median hourly rate £65.00 £11.00 £37.80
% change year-on-year
+490.90% -70.89%
Data Mapping
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the England region.

Processes & Methodologies Category
England
Contract IT job ads with a match in the
Processes & Methodologies category
41414 41262 38397
As % of all contract IT jobs located in England 83.03% 79.98% 78.93%
Number of daily rates quoted 27624 27289 24283
Median daily rate £450 £420 £404
Median daily rate % change year-on-year
+7.14% +4.08%
90% offered a daily rate of more than £300 £288 £275
10% offered a daily rate of more than £600 £575 £575
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 943 1073 1105
Median hourly rate £28.50 £27.50 £25.00
Median hourly rate % change year-on-year
+3.63% +10.00%
90% offered a hourly rate of more than £12.58 £12.50 £13.00
10% offered a hourly rate of more than £51.50 £52.31 £45.00
UK excluding London median hourly rate £30.00 £30.50 £26.98
% change year-on-year
-1.63% +13.06%

Data Mapping
Jobs Demand Trend in England

The demand trend of contract jobs across the England region citing Data Mapping as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Mapping Jobs Demand Trend in England

Data Mapping
Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Mapping across the England region.

Data Mapping Daily Rate Trend in England

Data Mapping
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Mapping across the England region over the 3 months to 26 July 2016.

Data Mapping Daily Rate Histogram in England

Data Mapping
Hourly Rate Trend in England

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Mapping across the England region.

Data Mapping Hourly Rate Trend in England

Data Mapping
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Mapping within the England region over the 3 months to 26 July 2016. 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
(Click see detailed
statistics and trends)
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
London -10 103 £450 +5.88% 6
South East +9 32 £425 -5.55% 7
Yorkshire -16 20 £423 +30.00% 2
West Midlands -28 14 £410 +59.22% 5
North West +4 12 £375 +59.57% 7
South West +1 12 £475 +18.75%
East of England +18 11 £425 +13.33%
East Midlands -7 2 £400 +3.22% 1
Data Mapping
UK

Data Mapping
Top 30 Related IT Skills in England

For the 6 months to 26 July 2016, IT contractor jobs citing Data Mapping 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 England region with a requirement for Data Mapping.

1 166 (44.99%) Migration
2 137 (37.13%) SQL
3 130 (35.23%) Finance
4 113 (30.62%) Data Modelling
5 105 (28.46%) Data Migration
6 102 (27.64%) Data Analysis
7 83 (22.49%) ETL
8 64 (17.34%) Data Warehouse
9 61 (16.53%) Banking
9 61 (16.53%) Data Cleansing
10 59 (15.99%) Business Analysis
11 55 (14.91%) Data Quality
11 55 (14.91%) Oracle
12 46 (12.47%) Analytical Skills
13 45 (12.20%) Business Intelligence
14 43 (11.65%) SAP
15 41 (11.11%) SQL Server
16 38 (10.30%) Microsoft
17 37 (10.03%) Agile Software Development
18 32 (8.67%) SQL Server Integration Services
19 31 (8.40%) ERP
19 31 (8.40%) MS Excel
19 31 (8.40%) Data Management
20 30 (8.13%) Stakeholder Management
21 29 (7.86%) Retail
21 29 (7.86%) XML
21 29 (7.86%) Data Transformation
22 27 (7.32%) T-SQL
22 27 (7.32%) Validation
22 27 (7.32%) GAP Analysis

Data Mapping
Top Related IT Skills in 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 14 (3.79%) SAS
2 8 (2.17%) SharePoint
3 4 (1.08%) CMS
4 2 (0.54%) ArcGIS
4 2 (0.54%) Confluence
4 2 (0.54%) Documentum
4 2 (0.54%) SharePoint 2010
5 1 (0.27%) Apache Spark
5 1 (0.27%) Elasticsearch
5 1 (0.27%) Facebook Platform
5 1 (0.27%) Mule
5 1 (0.27%) Mule ESB
5 1 (0.27%) Oracle Service Bus
5 1 (0.27%) WebSphere
Applications
1 31 (8.40%) MS Excel
2 10 (2.71%) MS Visio
3 8 (2.17%) MS PowerPoint
4 6 (1.63%) MS Office
5 4 (1.08%) Spreadsheet
6 3 (0.81%) MS Project
7 2 (0.54%) SPSS
Business Applications
1 10 (2.71%) Dynamics CRM
1 10 (2.71%) Oracle EBS
2 8 (2.17%) Temenos T24
3 5 (1.36%) Maximo
3 5 (1.36%) Oracle EBS R12
3 5 (1.36%) SAP CRM
4 4 (1.08%) Oracle Payables
4 4 (1.08%) SAP FI
4 4 (1.08%) SAP Payroll
5 3 (0.81%) SAP BPC
5 3 (0.81%) SAP HR
6 2 (0.54%) Oracle ERP
6 2 (0.54%) SAP APO
6 2 (0.54%) SAP Business ByDesign
6 2 (0.54%) SAP CO
6 2 (0.54%) SAP ERP
6 2 (0.54%) SAP FI/CO
6 2 (0.54%) SAP MDM
6 2 (0.54%) SAP MM
6 2 (0.54%) SAP SD
Cloud Services
1 6 (1.63%) SuccessFactors
2 5 (1.36%) SaaS
3 3 (0.81%) Google Apps
4 2 (0.54%) Google Analytics
4 2 (0.54%) Office 365
4 2 (0.54%) Taleo
5 1 (0.27%) AdWords
Communications & Networking
1 4 (1.08%) Firewall
1 4 (1.08%) TACACS
2 2 (0.54%) ATM
2 2 (0.54%) Internet
2 2 (0.54%) Intranet
3 1 (0.27%) FTP
3 1 (0.27%) HTTP
3 1 (0.27%) Network Security
3 1 (0.27%) SSL
Database & Business Intelligence
1 64 (17.34%) Data Warehouse
2 41 (11.11%) SQL Server
3 32 (8.67%) SQL Server Integration Services
4 20 (5.42%) Data Mining
4 20 (5.42%) SQL Server Reporting Services
5 19 (5.15%) Oracle Database
6 13 (3.52%) Oracle Database 11g
7 12 (3.25%) IBM InfoSphere
8 11 (2.98%) Star Schema
9 10 (2.71%) Oracle ODI
10 9 (2.44%) Big Data
10 9 (2.44%) BusinessObjects
11 8 (2.17%) SAP Data Services
11 8 (2.17%) SQL Server 2012
11 8 (2.17%) SQL Server Analysis Services
12 7 (1.90%) OLAP
12 7 (1.90%) Oracle BI EE
13 6 (1.63%) DB2
13 6 (1.63%) Oracle Reports
13 6 (1.63%) SAP BW
Development Applications
1 15 (4.07%) JIRA
2 8 (2.17%) LSMW
3 6 (1.63%) Eclipse
4 3 (0.81%) Talend Open Studio
4 3 (0.81%) Visual Studio
5 2 (0.54%) ERwin
5 2 (0.54%) SQL Server Management Studio (SSMS)
5 2 (0.54%) Team Foundation Server
6 1 (0.27%) ANTLR
6 1 (0.27%) Oracle APEX
6 1 (0.27%) TestDirector
6 1 (0.27%) Toad
General
1 130 (35.23%) Finance
2 61 (16.53%) Banking
3 29 (7.86%) Retail
4 15 (4.07%) Investment Banking
5 9 (2.44%) Marketing
5 9 (2.44%) Publishing
6 8 (2.17%) General Ledger
7 7 (1.90%) Retail Banking
8 6 (1.63%) Front Office
9 4 (1.08%) Financial Institution
9 4 (1.08%) Legal
9 4 (1.08%) Pharmaceutical
10 3 (0.81%) Advertising
10 3 (0.81%) Automotive
10 3 (0.81%) Billing
10 3 (0.81%) Manufacturing
10 3 (0.81%) Private Banking
11 2 (0.54%) Back Office
11 2 (0.54%) Local Government
12 1 (0.27%) Electronics
Job Titles
1 203 (55.01%) Analyst
2 100 (27.10%) Data Analyst
3 86 (23.31%) Business Analyst
4 45 (12.20%) Developer
5 33 (8.94%) Architect
6 31 (8.40%) Data Business Analyst
7 27 (7.32%) Consultant
8 23 (6.23%) Financial Analyst
9 20 (5.42%) Migration Analyst
10 19 (5.15%) Senior Analyst
11 18 (4.88%) Data Architect
11 18 (4.88%) Data Migration Analyst
12 17 (4.61%) Banking Analyst
13 14 (3.79%) Data Consultant
13 14 (3.79%) Risk Analyst
13 14 (3.79%) Systems Analyst
14 13 (3.52%) Business Data Analyst
14 13 (3.52%) SQL Analyst
15 12 (3.25%) Finance Business Analyst
15 12 (3.25%) Risk Business Analyst
Libraries, Frameworks & Software Standards
1 29 (7.86%) XML
2 7 (1.90%) .NET
3 6 (1.63%) Middleware
4 4 (1.08%) REST
4 4 (1.08%) Web Services
4 4 (1.08%) XSLT
5 3 (0.81%) CSS
5 3 (0.81%) SOAP
6 2 (0.54%) BAPI
6 2 (0.54%) FreeMarker
6 2 (0.54%) HTML
6 2 (0.54%) J2EE
6 2 (0.54%) JMS
6 2 (0.54%) JSON
6 2 (0.54%) Oracle Fusion
6 2 (0.54%) RESTful
7 1 (0.27%) IBM Integration Bus
7 1 (0.27%) MDX
7 1 (0.27%) Regular Expression
7 1 (0.27%) WSDL
Miscellaneous
1 46 (12.47%) Analytical Skills
2 19 (5.15%) Management Information System
3 15 (4.07%) Data Extraction
4 14 (3.79%) Data Structures
5 13 (3.52%) Credit Risk
6 10 (2.71%) Computer Science
7 8 (2.17%) Data Integration
8 7 (1.90%) Data Conversion
9 6 (1.63%) Reference Data
10 5 (1.36%) Derivative
10 5 (1.36%) Visualisation
11 4 (1.08%) Equities
11 4 (1.08%) Learning Management System
11 4 (1.08%) Market Risk
12 3 (0.81%) AS400
12 3 (0.81%) Fixed Income
12 3 (0.81%) FMCG
13 2 (0.54%) Client/Server
13 2 (0.54%) Informatics
13 2 (0.54%) Life Science
Operating Systems
1 12 (3.25%) Unix
2 7 (1.90%) Windows
3 2 (0.54%) Linux
3 2 (0.54%) Solaris
4 1 (0.27%) Windows Server
Processes & Methodologies
1 166 (44.99%) Migration
2 113 (30.62%) Data Modelling
3 105 (28.46%) Data Migration
4 102 (27.64%) Data Analysis
5 83 (22.49%) ETL
6 61 (16.53%) Data Cleansing
7 59 (15.99%) Business Analysis
8 45 (12.20%) Business Intelligence
9 37 (10.03%) Agile Software Development
10 31 (8.40%) Data Management
10 31 (8.40%) ERP
11 30 (8.13%) Stakeholder Management
12 29 (7.86%) Data Transformation
13 27 (7.32%) GAP Analysis
13 27 (7.32%) Validation
14 26 (7.05%) Data Architecture
14 26 (7.05%) User Acceptance Testing
15 23 (6.23%) Change Management
15 23 (6.23%) Data Governance
16 22 (5.96%) CRM
Programming Languages
1 137 (37.13%) SQL
2 27 (7.32%) T-SQL
3 18 (4.88%) PL/SQL
4 14 (3.79%) Java
5 6 (1.63%) C
5 6 (1.63%) JavaScript
6 5 (1.36%) Shell Script
7 3 (0.81%) Perl
7 3 (0.81%) Python
7 3 (0.81%) VB
7 3 (0.81%) VBA
8 2 (0.54%) AWK
8 2 (0.54%) C#
8 2 (0.54%) Korn
8 2 (0.54%) Scala
8 2 (0.54%) sed
9 1 (0.27%) Groovy
9 1 (0.27%) PowerShell
9 1 (0.27%) R
9 1 (0.27%) VBScript
Qualifications
1 21 (5.69%) Degree
2 8 (2.17%) CIMA
3 7 (1.90%) Security Cleared
4 4 (1.08%) SC Cleared
5 3 (0.81%) ISEB
6 2 (0.54%) BPSS Clearance
7 1 (0.27%) ACCA
7 1 (0.27%) CTC Cleared
Quality Assurance & Compliance
1 55 (14.91%) Data Quality
2 10 (2.71%) QA
3 6 (1.63%) GxP
3 6 (1.63%) Sarbanes-Oxley
4 4 (1.08%) Basel II
5 3 (0.81%) MiFID
6 2 (0.54%) Basel III
6 2 (0.54%) CRD IV
7 1 (0.27%) Disclosure Scotland
7 1 (0.27%) SAS 70
7 1 (0.27%) Solvency II
System Software
1 6 (1.63%) VMware Infrastructure
2 5 (1.36%) Hyper-V
3 3 (0.81%) Active Directory
4 1 (0.27%) HDFS
Systems Management
1 4 (1.08%) Oracle Flashback
2 3 (0.81%) HP Quality Center
3 1 (0.27%) Oozie
3 1 (0.27%) Oracle EDQ
3 1 (0.27%) Systems Management Server (SMS)
Vendors
1 55 (14.91%) Oracle
2 43 (11.65%) SAP
3 38 (10.30%) Microsoft
4 16 (4.34%) IBM
5 11 (2.98%) Informatica
6 7 (1.90%) Google
7 6 (1.63%) jBASE
7 6 (1.63%) JDA
7 6 (1.63%) Siebel
7 6 (1.63%) Temenos
7 6 (1.63%) VMware
8 5 (1.36%) Salesforce.com
9 3 (0.81%) ESRI
9 3 (0.81%) GoldenSource
9 3 (0.81%) Talend
9 3 (0.81%) Yardi
10 2 (0.54%) Murex
10 2 (0.54%) TIBCO
11 1 (0.27%) Software AG
11 1 (0.27%) webMethods
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