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 28 September 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
28 Sep 2016
Same period 2015 Same period 2014
Data Mapping
Rank 410 456 399
Rank change year-on-year
+46 -57
Contract jobs citing Data Mapping 219 188 225
As % of all contract IT jobs located in England 0.44% 0.36% 0.43%
As % of the Processes & Methodologies category 0.53% 0.44% 0.56%
Number of daily rates quoted 144 141 122
Median daily rate £450 £440 £450
Median daily rate % change year-on-year
+2.27% -2.22%
90% offered a daily rate of more than £325 £300 £296
10% offered a daily rate of more than £621 £550 £575
UK excluding London median daily rate £450 £400 £393
% change year-on-year
+12.50% +1.91%
Number of hourly rates quoted 1 0 2
Median hourly rate £25.00 - £14.00
UK excluding London median hourly rate £45.00 - £14.00
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
41418 42868 40272
As % of all contract IT jobs located in England 83.42% 81.15% 77.48%
Number of daily rates quoted 27632 28487 25583
Median daily rate £450 £425 £413
Median daily rate % change year-on-year
+5.88% +2.96%
90% offered a daily rate of more than £300 £290 £275
10% offered a daily rate of more than £600 £600 £575
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 1049 1180 1121
Median hourly rate £31.50 £32.00 £23.50
Median hourly rate % change year-on-year
-1.56% +36.17%
90% offered a hourly rate of more than £13.00 £13.00 £12.50
10% offered a hourly rate of more than £50.00 £47.83 £48.00
UK excluding London median hourly rate £32.50 £33.64 £26.25
% change year-on-year
-3.38% +28.15%

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 28 September 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 28 September 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 -3 117 £453 -4.07% 6
South East +28 35 £463 +5.71% 5
West Midlands -8 22 £420 +22.18% 2
Yorkshire +11 12 £508 +24.53% 3
South West +19 11 £513 +44.36% 1
North West +8 10 £425 +24.08%
East of England +3 6 £394 -10.00%
East Midlands -7 6 £361 +1.40% 1
North East -17 1 £275 -31.25%
Data Mapping
UK

Data Mapping
Top 30 Related IT Skills in England

For the 6 months to 28 September 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.

1 175 (43.21%) Migration
2 144 (35.56%) Finance
3 127 (31.36%) SQL
4 124 (30.62%) Data Modelling
5 120 (29.63%) Data Analysis
6 108 (26.67%) Data Migration
7 87 (21.48%) ETL
8 72 (17.78%) Data Warehouse
9 71 (17.53%) Banking
10 59 (14.57%) Business Analysis
11 58 (14.32%) Data Quality
12 57 (14.07%) Agile Software Development
13 55 (13.58%) Oracle
13 55 (13.58%) Analytical Skills
14 47 (11.60%) Data Cleansing
15 46 (11.36%) Business Intelligence
15 46 (11.36%) SAP
16 41 (10.12%) Microsoft
17 40 (9.88%) ERP
18 38 (9.38%) SQL Server
18 38 (9.38%) Stakeholder Management
18 38 (9.38%) Data Architecture
18 38 (9.38%) Retail
19 36 (8.89%) Data Management
20 34 (8.40%) User Acceptance Testing
21 32 (7.90%) SQL Server Integration Services
22 31 (7.65%) Project Management
22 31 (7.65%) CRM
23 30 (7.41%) MS Excel
23 30 (7.41%) SDLC

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 18 (4.44%) SAS
2 13 (3.21%) SharePoint
3 3 (0.74%) CMS
4 2 (0.49%) ArcGIS
4 2 (0.49%) BizTalk Server
4 2 (0.49%) Documentum
5 1 (0.25%) Apache Pig
5 1 (0.25%) Elasticsearch
5 1 (0.25%) Facebook Platform
5 1 (0.25%) Mule
5 1 (0.25%) Mule ESB
5 1 (0.25%) Oracle Service Bus
5 1 (0.25%) WebSphere
Applications
1 30 (7.41%) MS Excel
2 11 (2.72%) MS Visio
3 7 (1.73%) MS PowerPoint
4 4 (0.99%) MS Office
4 4 (0.99%) Spreadsheet
5 3 (0.74%) MS Project
6 2 (0.49%) SPSS
Business Applications
1 16 (3.95%) Oracle EBS
2 10 (2.47%) Dynamics CRM
2 10 (2.47%) Temenos T24
3 5 (1.23%) Maximo
3 5 (1.23%) Oracle Payables
3 5 (1.23%) SAP CRM
4 4 (0.99%) SAP FI
5 3 (0.74%) Dynamics NAV
5 3 (0.74%) SAP BPC
6 2 (0.49%) Oracle EBS R12
6 2 (0.49%) SAP APO
6 2 (0.49%) SAP Business ByDesign
6 2 (0.49%) SAP CO
6 2 (0.49%) SAP ERP
6 2 (0.49%) SAP FI/CO
6 2 (0.49%) SAP MDM
6 2 (0.49%) SAP MM
6 2 (0.49%) SAP SD
7 1 (0.25%) Sage CRM
7 1 (0.25%) Sage X3
Cloud Services
1 8 (1.98%) Office 365
1 8 (1.98%) SuccessFactors
2 3 (0.74%) Amazon AWS
2 3 (0.74%) Google Apps
2 3 (0.74%) Microsoft Azure
3 2 (0.49%) Google Analytics
4 1 (0.25%) AdWords
Communications & Networking
1 4 (0.99%) Firewall
1 4 (0.99%) Internet
1 4 (0.99%) TACACS
2 2 (0.49%) Intranet
3 1 (0.25%) FTP
3 1 (0.25%) Network Security
Database & Business Intelligence
1 72 (17.78%) Data Warehouse
2 38 (9.38%) SQL Server
3 32 (7.90%) SQL Server Integration Services
4 18 (4.44%) Oracle Database
4 18 (4.44%) SQL Server Reporting Services
5 16 (3.95%) Data Mining
5 16 (3.95%) Oracle Database 11g
6 15 (3.70%) Oracle ODI
7 14 (3.46%) Big Data
7 14 (3.46%) IBM InfoSphere
8 11 (2.72%) BusinessObjects
8 11 (2.72%) Relational Database
9 9 (2.22%) Star Schema
10 8 (1.98%) DB2
10 8 (1.98%) Oracle Reports
10 8 (1.98%) SAP Data Services
11 7 (1.73%) Adabas
12 6 (1.48%) SAP BW
12 6 (1.48%) SQL Server 2012
13 5 (1.23%) RDBMS
Development Applications
1 8 (1.98%) Eclipse
1 8 (1.98%) LSMW
2 5 (1.23%) JIRA
3 4 (0.99%) Team Foundation Server
4 3 (0.74%) Visual Studio
5 2 (0.49%) ERwin
6 1 (0.25%) Jasmine
6 1 (0.25%) Oracle APEX
6 1 (0.25%) Protractor
6 1 (0.25%) SQL Server Management Studio (SSMS)
6 1 (0.25%) Talend Open Studio
6 1 (0.25%) TestDirector
General
1 144 (35.56%) Finance
2 71 (17.53%) Banking
3 38 (9.38%) Retail
4 19 (4.69%) Investment Banking
5 13 (3.21%) Retail Banking
6 12 (2.96%) Marketing
7 9 (2.22%) General Ledger
8 8 (1.98%) Legal
9 7 (1.73%) Front Office
10 6 (1.48%) Pharmaceutical
10 6 (1.48%) Publishing
11 4 (0.99%) Automotive
11 4 (0.99%) Manufacturing
12 3 (0.74%) Advertising
12 3 (0.74%) Back Office
12 3 (0.74%) Billing
12 3 (0.74%) Private Banking
13 2 (0.49%) French Language
13 2 (0.49%) Local Government
13 2 (0.49%) Telecoms
Job Titles
1 212 (52.35%) Analyst
2 100 (24.69%) Business Analyst
3 99 (24.44%) Data Analyst
4 48 (11.85%) Developer
5 35 (8.64%) Architect
5 35 (8.64%) Consultant
6 34 (8.40%) Data Business Analyst
7 28 (6.91%) Migration Analyst
8 25 (6.17%) Data Migration Analyst
9 24 (5.93%) Senior Analyst
10 22 (5.43%) Project Manager
11 21 (5.19%) Financial Analyst
12 16 (3.95%) Data Architect
12 16 (3.95%) Data Migration Lead
12 16 (3.95%) Data Modeller
12 16 (3.95%) Risk Analyst
13 15 (3.70%) Banking Analyst
13 15 (3.70%) ETL Developer
14 14 (3.46%) Migration Manager
14 14 (3.46%) SQL Developer
Libraries, Frameworks & Software Standards
1 21 (5.19%) XML
2 12 (2.96%) .NET
3 7 (1.73%) XSLT
4 6 (1.48%) Middleware
5 4 (0.99%) Web Services
6 3 (0.74%) REST
6 3 (0.74%) SOAP
7 2 (0.49%) .NET Framework
7 2 (0.49%) ASP.NET
7 2 (0.49%) BAPI
7 2 (0.49%) FreeMarker
7 2 (0.49%) HTML
7 2 (0.49%) Oracle Fusion
8 1 (0.25%) ASP.NET MVC
8 1 (0.25%) EDIFACT
8 1 (0.25%) Entity Framework
8 1 (0.25%) IBM Integration Bus
8 1 (0.25%) JSON
8 1 (0.25%) MDX
8 1 (0.25%) Spring
Miscellaneous
1 55 (13.58%) Analytical Skills
2 24 (5.93%) Management Information System
3 20 (4.94%) Data Structures
4 14 (3.46%) Data Extraction
5 13 (3.21%) Credit Risk
6 12 (2.96%) Computer Science
6 12 (2.96%) Data Integration
7 8 (1.98%) Fixed Income
8 7 (1.73%) Data Conversion
8 7 (1.73%) Equities
8 7 (1.73%) Mainframe
9 5 (1.23%) Derivative
9 5 (1.23%) Mathematics
10 4 (0.99%) Foreign Exchange (FX)
10 4 (0.99%) IVR
10 4 (0.99%) Market Risk
10 4 (0.99%) Statistics
10 4 (0.99%) Visualisation
11 3 (0.74%) FMCG
11 3 (0.74%) Reference Data
Operating Systems
1 11 (2.72%) Unix
2 6 (1.48%) Windows
3 2 (0.49%) Linux
3 2 (0.49%) Solaris
Processes & Methodologies
1 175 (43.21%) Migration
2 124 (30.62%) Data Modelling
3 120 (29.63%) Data Analysis
4 108 (26.67%) Data Migration
5 87 (21.48%) ETL
6 59 (14.57%) Business Analysis
7 57 (14.07%) Agile Software Development
8 47 (11.60%) Data Cleansing
9 46 (11.36%) Business Intelligence
10 40 (9.88%) ERP
11 38 (9.38%) Data Architecture
11 38 (9.38%) Stakeholder Management
12 36 (8.89%) Data Management
13 34 (8.40%) User Acceptance Testing
14 31 (7.65%) CRM
14 31 (7.65%) Project Management
15 30 (7.41%) SDLC
16 28 (6.91%) Change Management
16 28 (6.91%) GAP Analysis
16 28 (6.91%) Validation
Programming Languages
1 127 (31.36%) SQL
2 24 (5.93%) T-SQL
3 18 (4.44%) PL/SQL
4 9 (2.22%) C#
4 9 (2.22%) Java
5 8 (1.98%) C
6 7 (1.73%) JavaScript
6 7 (1.73%) NATURAL
7 4 (0.99%) Shell Script
8 3 (0.74%) Perl
8 3 (0.74%) VB
8 3 (0.74%) VBA
9 2 (0.49%) AWK
9 2 (0.49%) Korn
9 2 (0.49%) Python
9 2 (0.49%) sed
10 1 (0.25%) PowerShell
10 1 (0.25%) R
10 1 (0.25%) Scala
10 1 (0.25%) VBScript
Qualifications
1 25 (6.17%) Degree
2 18 (4.44%) Security Cleared
3 12 (2.96%) SC Cleared
4 9 (2.22%) CIMA
5 4 (0.99%) ISEB
6 3 (0.74%) PMP
7 2 (0.49%) BPSS Clearance
8 1 (0.25%) ACCA
8 1 (0.25%) CTC Cleared
8 1 (0.25%) PMI Certification
Quality Assurance & Compliance
1 58 (14.32%) Data Quality
2 10 (2.47%) QA
3 7 (1.73%) GxP
3 7 (1.73%) Sarbanes-Oxley
4 6 (1.48%) Basel II
5 3 (0.74%) MiFID
5 3 (0.74%) Solvency II
6 2 (0.49%) Basel III
6 2 (0.49%) CRD IV
7 1 (0.25%) Disclosure Scotland
7 1 (0.25%) SAS 70
7 1 (0.25%) SLA
System Software
1 5 (1.23%) Hyper-V
1 5 (1.23%) VMware Infrastructure
2 3 (0.74%) Active Directory
Systems Management
1 3 (0.74%) HP Quality Center
2 2 (0.49%) Oracle Flashback
Vendors
1 55 (13.58%) Oracle
2 46 (11.36%) SAP
3 41 (10.12%) Microsoft
4 21 (5.19%) IBM
5 8 (1.98%) jBASE
5 8 (1.98%) Temenos
6 7 (1.73%) Google
7 6 (1.48%) JDA
7 6 (1.48%) Software AG
7 6 (1.48%) Teradata
7 6 (1.48%) Yardi
8 5 (1.23%) Greenplum
8 5 (1.23%) Informatica
8 5 (1.23%) Netezza
8 5 (1.23%) Sage
8 5 (1.23%) Siebel
8 5 (1.23%) Tableau
8 5 (1.23%) Vertica
8 5 (1.23%) VMware
9 4 (0.99%) Salesforce.com
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