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 25 June 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
25 Jun 2016
Same period 2015 Same period 2014
Data Mapping
Rank 446 353 373
Rank change year-on-year
-93 +20
Contract jobs citing Data Mapping 175 293 250
As % of all contract IT jobs located in England 0.36% 0.58% 0.51%
As % of the Processes & Methodologies category 0.44% 0.72% 0.65%
Number of daily rates quoted 117 185 160
Median daily rate £400 £400 £425
Median daily rate % change year-on-year
- -5.88%
90% offered a daily rate of more than £300 £300 £312
10% offered a daily rate of more than £533 £500 £539
UK excluding London median daily rate £400 £350 £413
% change year-on-year
+14.28% -15.15%
Number of hourly rates quoted 0 6 5
Median hourly rate - £37.80 £30.00
Median hourly rate % change year-on-year
- +26.00%
UK excluding London median hourly rate - £37.80 £37.80
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
40110 40514 38511
As % of all contract IT jobs located in England 82.41% 79.68% 78.59%
Number of daily rates quoted 26974 26588 24639
Median daily rate £450 £415 £400
Median daily rate % change year-on-year
+8.43% +3.75%
90% offered a daily rate of more than £300 £288 £275
10% offered a daily rate of more than £600 £578 £575
UK excluding London median daily rate £400 £380 £375
% change year-on-year
+5.26% +1.33%
Number of hourly rates quoted 915 1082 1144
Median hourly rate £27.50 £27.50 £27.50
90% offered a hourly rate of more than £12.58 £12.35 £13.00
10% offered a hourly rate of more than £49.46 £50.00 £46.00
UK excluding London median hourly rate £28.50 £30.00 £29.50
% change year-on-year
-5.00% +1.69%

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 25 June 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 25 June 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 -51 69 £450 +5.88% 13
South East -5 31 £381 -11.07% 4
Yorkshire -7 23 £400 +23.07% 2
East of England +20 17 £450 +20.00% 1
North West -21 13 £375 -13.79% 3
West Midlands -29 13 £394 +39.29% 2
South West +3 6 £488 +21.87% 1
East Midlands -6 1 £400 -1.53%
Data Mapping
UK

Data Mapping
Top 30 Related IT Skills in England

For the 6 months to 25 June 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.

1 135 (40.54%) Migration
2 116 (34.83%) Finance
3 115 (34.53%) SQL
4 103 (30.93%) Data Modelling
5 100 (30.03%) Data Analysis
6 90 (27.03%) Data Migration
7 79 (23.72%) Data Warehouse
8 76 (22.82%) ETL
9 61 (18.32%) Data Quality
10 60 (18.02%) Business Analysis
11 56 (16.82%) Oracle
12 53 (15.92%) Data Cleansing
13 50 (15.02%) Banking
14 43 (12.91%) Business Intelligence
15 42 (12.61%) Agile Software Development
16 38 (11.41%) SAP
17 37 (11.11%) SQL Server
18 35 (10.51%) Data Management
18 35 (10.51%) Analytical Skills
19 33 (9.91%) GAP Analysis
19 33 (9.91%) Microsoft
20 32 (9.61%) SQL Server Integration Services
21 29 (8.71%) Data Governance
21 29 (8.71%) Stakeholder Management
22 28 (8.41%) MS Excel
23 25 (7.51%) Data Transformation
24 24 (7.21%) T-SQL
24 24 (7.21%) Retail
25 22 (6.61%) Quality Management
25 22 (6.61%) ERP

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 (4.20%) SAS
2 4 (1.20%) CMS
2 4 (1.20%) SharePoint
3 3 (0.90%) Confluence
4 2 (0.60%) ArcGIS
4 2 (0.60%) SharePoint 2010
5 1 (0.30%) Apache Spark
5 1 (0.30%) Cloud Foundry
5 1 (0.30%) Facebook Platform
5 1 (0.30%) Mule
5 1 (0.30%) Mule ESB
5 1 (0.30%) OpenStack
5 1 (0.30%) Oracle Service Bus
5 1 (0.30%) WebSphere
Applications
1 28 (8.41%) MS Excel
2 11 (3.30%) MS Visio
3 8 (2.40%) MS PowerPoint
4 6 (1.80%) MS Office
5 4 (1.20%) Spreadsheet
6 3 (0.90%) MS Project
7 2 (0.60%) SPSS
Business Applications
1 10 (3.00%) Dynamics CRM
2 5 (1.50%) Maximo
2 5 (1.50%) Oracle EBS
2 5 (1.50%) Oracle EBS R12
2 5 (1.50%) SAP CRM
2 5 (1.50%) Temenos T24
3 4 (1.20%) SAP Payroll
4 3 (0.90%) SAP BPC
4 3 (0.90%) SAP HR
5 2 (0.60%) Eagle PACE
5 2 (0.60%) Oracle ERP
5 2 (0.60%) Oracle Payables
5 2 (0.60%) SAP Business ByDesign
6 1 (0.30%) Oracle Applications
6 1 (0.30%) Radian6
6 1 (0.30%) SAP CO
6 1 (0.30%) SAP FI/CO
6 1 (0.30%) SAP SD
6 1 (0.30%) SystmOne
6 1 (0.30%) WebTrends
Cloud Services
1 6 (1.80%) SaaS
1 6 (1.80%) SuccessFactors
2 2 (0.60%) Google Analytics
2 2 (0.60%) Google Apps
2 2 (0.60%) PaaS
2 2 (0.60%) Taleo
3 1 (0.30%) AdWords
3 1 (0.30%) Amazon AWS
3 1 (0.30%) Boomi
Communications & Networking
1 4 (1.20%) TACACS
2 2 (0.60%) ATM
2 2 (0.60%) Firewall
2 2 (0.60%) Internet
3 1 (0.30%) FTP
3 1 (0.30%) HTTP
3 1 (0.30%) Intranet
3 1 (0.30%) Network Security
3 1 (0.30%) SSL
Database & Business Intelligence
1 79 (23.72%) Data Warehouse
2 37 (11.11%) SQL Server
3 32 (9.61%) SQL Server Integration Services
4 21 (6.31%) Data Mining
5 20 (6.01%) SQL Server Reporting Services
6 18 (5.41%) Oracle Database
7 17 (5.11%) IBM InfoSphere
8 12 (3.60%) Star Schema
9 10 (3.00%) BusinessObjects
10 9 (2.70%) Big Data
10 9 (2.70%) Oracle Database 11g
11 7 (2.10%) Enterprise Data Warehouse
11 7 (2.10%) SQL Server 2012
11 7 (2.10%) SQL Server Analysis Services
12 6 (1.80%) SAP BW
13 5 (1.50%) Oracle Reports
14 4 (1.20%) BusinessObjects Web Intelligence
14 4 (1.20%) Oracle ODI
14 4 (1.20%) QlikView
14 4 (1.20%) SAP HANA
Development Applications
1 20 (6.01%) JIRA
2 5 (1.50%) ERwin
3 3 (0.90%) Eclipse
3 3 (0.90%) LSMW
3 3 (0.90%) Talend Open Studio
3 3 (0.90%) Visual Studio
4 2 (0.60%) SQL Server Management Studio (SSMS)
4 2 (0.60%) Team Foundation Server
5 1 (0.30%) ANTLR
5 1 (0.30%) HP UFT
5 1 (0.30%) Oracle APEX
5 1 (0.30%) TestDirector
5 1 (0.30%) Toad
General
1 116 (34.83%) Finance
2 50 (15.02%) Banking
3 24 (7.21%) Retail
4 9 (2.70%) Marketing
5 8 (2.40%) Investment Banking
5 8 (2.40%) Publishing
6 7 (2.10%) Financial Institution
6 7 (2.10%) Retail Banking
7 6 (1.80%) General Ledger
8 4 (1.20%) Front Office
9 3 (0.90%) Advertising
9 3 (0.90%) Automotive
9 3 (0.90%) Billing
9 3 (0.90%) Legal
9 3 (0.90%) Private Banking
10 2 (0.60%) Back Office
10 2 (0.60%) Local Government
10 2 (0.60%) Manufacturing
10 2 (0.60%) Pharmaceutical
11 1 (0.30%) Electronics
Job Titles
1 197 (59.16%) Analyst
2 92 (27.63%) Business Analyst
3 91 (27.33%) Data Analyst
4 46 (13.81%) Developer
5 41 (12.31%) Data Business Analyst
6 27 (8.11%) Architect
7 19 (5.71%) Migration Analyst
8 18 (5.41%) Data Architect
9 17 (5.11%) Data Migration Analyst
9 17 (5.11%) Financial Analyst
9 17 (5.11%) Senior Analyst
10 16 (4.80%) Consultant
11 14 (4.20%) SQL Analyst
12 13 (3.90%) Banking Analyst
12 13 (3.90%) Business Data Analyst
12 13 (3.90%) ETL Developer
13 12 (3.60%) Business Systems Analyst
13 12 (3.60%) Systems Analyst
14 11 (3.30%) Data Modeller
14 11 (3.30%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 21 (6.31%) XML
2 8 (2.40%) Middleware
3 5 (1.50%) Web Services
4 4 (1.20%) .NET
4 4 (1.20%) REST
4 4 (1.20%) SOAP
5 3 (0.90%) CSS
6 2 (0.60%) FreeMarker
6 2 (0.60%) HTML
6 2 (0.60%) J2EE
6 2 (0.60%) JMS
6 2 (0.60%) Oracle Fusion
6 2 (0.60%) RESTful
6 2 (0.60%) XSLT
7 1 (0.30%) Akka
7 1 (0.30%) IBM Integration Bus
7 1 (0.30%) JSON
7 1 (0.30%) MDX
7 1 (0.30%) Play Framework
7 1 (0.30%) WSDL
Miscellaneous
1 35 (10.51%) Analytical Skills
2 20 (6.01%) Management Information System
3 18 (5.41%) Data Structures
4 11 (3.30%) Computer Science
4 11 (3.30%) Credit Risk
5 7 (2.10%) Data Extraction
5 7 (2.10%) Data Integration
6 6 (1.80%) Reference Data
7 5 (1.50%) Derivative
8 4 (1.20%) Learning Management System
9 2 (0.60%) Equities
9 2 (0.60%) FMCG
9 2 (0.60%) Informatics
9 2 (0.60%) Life Science
9 2 (0.60%) Visualisation
10 1 (0.30%) AS400
10 1 (0.30%) e-Learning
10 1 (0.30%) Fixed Income
10 1 (0.30%) Foreign Exchange (FX)
10 1 (0.30%) SCORM
Operating Systems
1 10 (3.00%) Unix
2 5 (1.50%) Windows
3 2 (0.60%) Solaris
4 1 (0.30%) Linux
4 1 (0.30%) Windows Server
Processes & Methodologies
1 135 (40.54%) Migration
2 103 (30.93%) Data Modelling
3 100 (30.03%) Data Analysis
4 90 (27.03%) Data Migration
5 76 (22.82%) ETL
6 60 (18.02%) Business Analysis
7 53 (15.92%) Data Cleansing
8 43 (12.91%) Business Intelligence
9 42 (12.61%) Agile Software Development
10 35 (10.51%) Data Management
11 33 (9.91%) GAP Analysis
12 29 (8.71%) Data Governance
12 29 (8.71%) Stakeholder Management
13 25 (7.51%) Data Transformation
14 22 (6.61%) ERP
14 22 (6.61%) Quality Management
15 21 (6.31%) CRM
15 21 (6.31%) Data Architecture
16 20 (6.01%) Change Management
17 19 (5.71%) Coaching
Programming Languages
1 115 (34.53%) SQL
2 24 (7.21%) T-SQL
3 19 (5.71%) PL/SQL
4 12 (3.60%) Java
5 6 (1.80%) C
5 6 (1.80%) JavaScript
6 4 (1.20%) Shell Script
6 4 (1.20%) VBA
7 3 (0.90%) C#
8 2 (0.60%) ABAP
8 2 (0.60%) AWK
8 2 (0.60%) Korn
8 2 (0.60%) Perl
8 2 (0.60%) Python
8 2 (0.60%) Scala
8 2 (0.60%) sed
9 1 (0.30%) Groovy
9 1 (0.30%) PHP
9 1 (0.30%) PowerShell
9 1 (0.30%) R
Qualifications
1 19 (5.71%) Degree
2 5 (1.50%) CIMA
2 5 (1.50%) Security Cleared
3 4 (1.20%) ISEB
4 2 (0.60%) SC Cleared
5 1 (0.30%) ACCA
5 1 (0.30%) BPSS Clearance
5 1 (0.30%) CTC Cleared
5 1 (0.30%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 61 (18.32%) Data Quality
2 10 (3.00%) QA
3 3 (0.90%) Basel II
4 2 (0.60%) ISO 9000
5 1 (0.30%) Basel III
5 1 (0.30%) CRD IV
5 1 (0.30%) MiFID
5 1 (0.30%) Sarbanes-Oxley
5 1 (0.30%) SAS 70
5 1 (0.30%) Solvency II
System Software
1 4 (1.20%) Hyper-V
1 4 (1.20%) VMware Infrastructure
2 2 (0.60%) Active Directory
3 1 (0.30%) HDFS
Systems Management
1 5 (1.50%) Oracle Flashback
2 4 (1.20%) Oracle EDQ
3 1 (0.30%) HP Quality Center
3 1 (0.30%) Jitterbit
3 1 (0.30%) Oozie
3 1 (0.30%) Systems Management Server (SMS)
Vendors
1 56 (16.82%) Oracle
2 38 (11.41%) SAP
3 33 (9.91%) Microsoft
4 22 (6.61%) IBM
5 16 (4.80%) Informatica
6 6 (1.80%) Salesforce.com
6 6 (1.80%) Siebel
7 5 (1.50%) GoldenSource
7 5 (1.50%) Google
8 4 (1.20%) VMware
9 3 (0.90%) DataFlux
9 3 (0.90%) ESRI
9 3 (0.90%) jBASE
9 3 (0.90%) Talend
9 3 (0.90%) Temenos
10 2 (0.60%) JDA
10 2 (0.60%) Murex
10 2 (0.60%) Netezza
10 2 (0.60%) Tableau
10 2 (0.60%) Vermilion
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