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 9 December 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
9 Dec 2016
Same period 2015 Same period 2014
Data Mapping
Rank 440 430 401
Rank change year-on-year
-10 -29
Contract jobs citing Data Mapping 167 186 227
As % of all contract IT jobs located in England 0.36% 0.37% 0.44%
As % of the Processes & Methodologies category 0.44% 0.45% 0.57%
Number of daily rates quoted 118 143 165
Median daily rate £450 £425 £423
Median daily rate % change year-on-year
+5.88% +0.59%
90% offered a daily rate of more than £350 £321 £280
10% offered a daily rate of more than £650 £545 £575
UK excluding London median daily rate £400 £400 £388
% change year-on-year
- +3.22%
Number of hourly rates quoted 0 3 2
Median hourly rate - £100.00 £41.00
Median hourly rate % change year-on-year
- +143.90%
UK excluding London median hourly rate - - £41.00
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
37968 41123 39833
As % of all contract IT jobs located in England 82.80% 81.48% 77.29%
Number of daily rates quoted 25471 27052 26380
Median daily rate £450 £425 £425
Median daily rate % change year-on-year
+5.88% -
90% offered a daily rate of more than £300 £300 £280
10% offered a daily rate of more than £600 £600 £600
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 996 1222 1137
Median hourly rate £28.00 £30.00 £25.00
Median hourly rate % change year-on-year
-6.66% +20.00%
90% offered a hourly rate of more than £12.50 £12.35 £11.75
10% offered a hourly rate of more than £50.00 £50.00 £47.50
UK excluding London median hourly rate £30.25 £34.00 £25.00
% change year-on-year
-11.02% +36.00%

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 9 December 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 9 December 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 0 97 £475 +7.95% 16
South East +35 15 £375 -11.76% 6
East of England +12 15 £494 +16.29% 2
West Midlands -10 12 £438 +12.90% 1
North West +4 10 £500 +48.14% 2
East Midlands -1 9 £400 +6.66% 1
Yorkshire +2 7 £394 -7.35% 1
South West +2 3 £363 -9.37% 3
North East -23 2 £363 -30.95%
South Coast - 1 - -
Data Mapping
UK

Data Mapping
Top 30 Related IT Skills in England

For the 6 months to 9 December 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.

1 155 (39.44%) Migration
2 122 (31.04%) Finance
3 121 (30.79%) SQL
4 110 (27.99%) Data Modelling
5 100 (25.45%) Data Analysis
6 94 (23.92%) Data Migration
7 86 (21.88%) ETL
8 69 (17.56%) Banking
9 67 (17.05%) Agile Software Development
10 65 (16.54%) Data Warehouse
11 53 (13.49%) Business Analysis
12 50 (12.72%) Microsoft
13 47 (11.96%) Oracle
14 46 (11.70%) Analytical Skills
15 44 (11.20%) ERP
15 44 (11.20%) Business Intelligence
16 42 (10.69%) SQL Server
16 42 (10.69%) Stakeholder Management
16 42 (10.69%) Data Quality
17 40 (10.18%) Data Cleansing
17 40 (10.18%) SAP
18 39 (9.92%) Data Architecture
19 33 (8.40%) SQL Server Integration Services
20 32 (8.14%) Data Management
20 32 (8.14%) Validation
20 32 (8.14%) Logical Data Model
21 30 (7.63%) Physical Data Model
21 30 (7.63%) Retail
21 30 (7.63%) Project Management
21 30 (7.63%) MS Excel

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 (3.56%) SharePoint
2 9 (2.29%) SAS
3 3 (0.76%) BizTalk Server
4 2 (0.51%) Documentum
5 1 (0.25%) Apache Pig
5 1 (0.25%) Apache Spark
5 1 (0.25%) Elasticsearch
5 1 (0.25%) IIS
5 1 (0.25%) Mule
5 1 (0.25%) Mule ESB
Applications
1 30 (7.63%) MS Excel
2 15 (3.82%) MS Office
3 14 (3.56%) MS Visio
4 11 (2.80%) MS PowerPoint
5 2 (0.51%) MS Project
Business Applications
1 14 (3.56%) Oracle EBS
2 10 (2.54%) Temenos T24
3 9 (2.29%) Dynamics CRM
4 8 (2.04%) SAP HR
5 5 (1.27%) SAP ERP
6 4 (1.02%) Maximo
6 4 (1.02%) SAP FI
7 3 (0.76%) Dynamics NAV
7 3 (0.76%) Oracle Payables
7 3 (0.76%) SAP Oil and Gas
8 2 (0.51%) SAP APO
8 2 (0.51%) SAP CO
8 2 (0.51%) SAP FI/CO
8 2 (0.51%) SAP MDM
8 2 (0.51%) SAP MM
8 2 (0.51%) SAP SD
9 1 (0.25%) Oracle ERP
9 1 (0.25%) Primavera
9 1 (0.25%) SAP CRM
9 1 (0.25%) SAP PP
Cloud Services
1 9 (2.29%) Office 365
2 5 (1.27%) Microsoft Azure
3 4 (1.02%) Amazon AWS
3 4 (1.02%) SuccessFactors
4 3 (0.76%) G Suite
Communications & Networking
1 4 (1.02%) Firewall
2 2 (0.51%) Internet
2 2 (0.51%) Intranet
3 1 (0.25%) LDAP
3 1 (0.25%) Network Security
Database & Business Intelligence
1 65 (16.54%) Data Warehouse
2 42 (10.69%) SQL Server
3 33 (8.40%) SQL Server Integration Services
4 25 (6.36%) Big Data
5 16 (4.07%) SQL Server Reporting Services
6 15 (3.82%) Oracle Database
7 14 (3.56%) Oracle Database 11g
8 13 (3.31%) Oracle ODI
9 10 (2.54%) DB2
9 10 (2.54%) Relational Database
10 8 (2.04%) SQL Server 2008
11 7 (1.78%) Adabas
11 7 (1.78%) SAP Data Services
12 6 (1.53%) Data Mining
12 6 (1.53%) Hadoop
12 6 (1.53%) Oracle Reports
13 5 (1.27%) SQL Server Analysis Services
14 4 (1.02%) Oracle BI EE
14 4 (1.02%) Oracle OLAP
14 4 (1.02%) Qlik Sense
Development Applications
1 15 (3.82%) LSMW
2 8 (2.04%) Eclipse
3 3 (0.76%) ERwin
3 3 (0.76%) Talend Open Studio
3 3 (0.76%) Team Foundation Server
4 1 (0.25%) Jasmine
4 1 (0.25%) PowerDesigner
4 1 (0.25%) Protractor
4 1 (0.25%) Toad
4 1 (0.25%) Visual Studio
General
1 122 (31.04%) Finance
2 69 (17.56%) Banking
3 30 (7.63%) Retail
4 25 (6.36%) Investment Banking
5 10 (2.54%) Legal
6 9 (2.29%) Marketing
7 7 (1.78%) General Ledger
7 7 (1.78%) Retail Banking
8 6 (1.53%) Manufacturing
9 4 (1.02%) Front Office
9 4 (1.02%) Pharmaceutical
10 3 (0.76%) Private Banking
11 2 (0.51%) Advertising
11 2 (0.51%) Back Office
11 2 (0.51%) Billing
11 2 (0.51%) Financial Institution
11 2 (0.51%) French Language
11 2 (0.51%) Law
12 1 (0.25%) Automotive
12 1 (0.25%) Telecoms
Job Titles
1 187 (47.58%) Analyst
2 98 (24.94%) Business Analyst
3 74 (18.83%) Data Analyst
4 47 (11.96%) Developer
5 40 (10.18%) Consultant
6 39 (9.92%) Architect
7 37 (9.41%) Data Business Analyst
8 25 (6.36%) Migration Analyst
9 23 (5.85%) ETL Developer
10 22 (5.60%) Data Migration Analyst
11 21 (5.34%) Project Manager
12 18 (4.58%) Data Manager
12 18 (4.58%) Migration Manager
12 18 (4.58%) Senior Analyst
12 18 (4.58%) SQL Developer
13 17 (4.33%) Data Consultant
13 17 (4.33%) Financial Analyst
14 16 (4.07%) Banking Analyst
15 15 (3.82%) Data Architect
16 14 (3.56%) Data Migration Manager
Libraries, Frameworks & Software Standards
1 26 (6.62%) XML
2 15 (3.82%) .NET
3 9 (2.29%) BAPI
4 6 (1.53%) Web Services
4 6 (1.53%) XSLT
5 5 (1.27%) SOAP
6 4 (1.02%) REST
7 3 (0.76%) .NET Framework
7 3 (0.76%) ASP.NET
7 3 (0.76%) JSON
7 3 (0.76%) Middleware
8 1 (0.25%) ASP.NET MVC
8 1 (0.25%) EDI
8 1 (0.25%) EDIFACT
8 1 (0.25%) Flash
8 1 (0.25%) HTML
8 1 (0.25%) J2EE
8 1 (0.25%) Spring
8 1 (0.25%) XML Messaging
8 1 (0.25%) XML Schema
Miscellaneous
1 46 (11.70%) Analytical Skills
2 20 (5.09%) Data Structures
3 19 (4.83%) Management Information System
4 14 (3.56%) Data Extraction
5 13 (3.31%) Data Integration
6 8 (2.04%) Data Conversion
6 8 (2.04%) Mainframe
7 7 (1.78%) Fixed Income
7 7 (1.78%) Reference Data
8 5 (1.27%) Equities
8 5 (1.27%) FMCG
8 5 (1.27%) Visualisation
9 4 (1.02%) Computer Science
9 4 (1.02%) Data Centre
9 4 (1.02%) Data Protection Act
9 4 (1.02%) Foreign Exchange (FX)
9 4 (1.02%) IVR
9 4 (1.02%) Market Risk
9 4 (1.02%) Mathematics
9 4 (1.02%) Statistics
Operating Systems
1 8 (2.04%) Windows
2 3 (0.76%) Linux
3 2 (0.51%) Unix
4 1 (0.25%) Android
4 1 (0.25%) Windows 10
Processes & Methodologies
1 155 (39.44%) Migration
2 110 (27.99%) Data Modelling
3 100 (25.45%) Data Analysis
4 94 (23.92%) Data Migration
5 86 (21.88%) ETL
6 67 (17.05%) Agile Software Development
7 53 (13.49%) Business Analysis
8 44 (11.20%) Business Intelligence
8 44 (11.20%) ERP
9 42 (10.69%) Stakeholder Management
10 40 (10.18%) Data Cleansing
11 39 (9.92%) Data Architecture
12 32 (8.14%) Data Management
12 32 (8.14%) Logical Data Model
12 32 (8.14%) Validation
13 30 (7.63%) Physical Data Model
13 30 (7.63%) Project Management
14 29 (7.38%) User Acceptance Testing
15 28 (7.12%) CRM
16 26 (6.62%) Data Transformation
Programming Languages
1 121 (30.79%) SQL
2 25 (6.36%) T-SQL
3 19 (4.83%) C#
4 14 (3.56%) PL/SQL
5 7 (1.78%) Java
5 7 (1.78%) NATURAL
6 4 (1.02%) JavaScript
6 4 (1.02%) VBA
7 2 (0.51%) C
7 2 (0.51%) VB
8 1 (0.25%) C++
8 1 (0.25%) COBOL
8 1 (0.25%) Perl
8 1 (0.25%) PHP
8 1 (0.25%) PowerShell
8 1 (0.25%) Python
8 1 (0.25%) Shell Script
Qualifications
1 27 (6.87%) Security Cleared
2 21 (5.34%) SC Cleared
3 13 (3.31%) Degree
4 9 (2.29%) CIMA
5 3 (0.76%) ISEB
5 3 (0.76%) PMP
6 2 (0.51%) BPSS Clearance
7 1 (0.25%) CTC Cleared
7 1 (0.25%) PMI Certification
Quality Assurance & Compliance
1 42 (10.69%) Data Quality
2 7 (1.78%) GxP
2 7 (1.78%) Sarbanes-Oxley
3 5 (1.27%) Basel II
4 3 (0.76%) MiFID
5 2 (0.51%) Dodd-Frank
5 2 (0.51%) EMIR
5 2 (0.51%) FATCA
5 2 (0.51%) QA
5 2 (0.51%) Solvency II
6 1 (0.25%) Basel III
6 1 (0.25%) CDISC
6 1 (0.25%) CRD IV
6 1 (0.25%) Disclosure Scotland
6 1 (0.25%) HL7
6 1 (0.25%) ISO20022
6 1 (0.25%) SLA
System Software
1 5 (1.27%) Active Directory
1 5 (1.27%) Hyper-V
1 5 (1.27%) VMware Infrastructure
Systems Management
1 3 (0.76%) HP Quality Center
2 2 (0.51%) Oracle Flashback
3 1 (0.25%) Control-M
3 1 (0.25%) Forefront Identity Manager
Vendors
1 50 (12.72%) Microsoft
2 47 (11.96%) Oracle
3 40 (10.18%) SAP
4 12 (3.05%) Teradata
5 11 (2.80%) Greenplum
5 11 (2.80%) Netezza
5 11 (2.80%) Vertica
6 9 (2.29%) IBM
7 8 (2.04%) jBASE
7 8 (2.04%) Temenos
8 6 (1.53%) JDA
8 6 (1.53%) Software AG
8 6 (1.53%) Tableau
8 6 (1.53%) Yardi
9 5 (1.27%) Google
9 5 (1.27%) VMware
10 4 (1.02%) Cognos
10 4 (1.02%) IFS
10 4 (1.02%) PeopleSoft
10 4 (1.02%) Siebel
London
Salt
Rate: £350 - £351 per day
Posted: 7 hours ago
London
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Posted: 10 hours ago
Kidlington, Oxfordshire
Reed Technology
Rate: £400 - £425 per day
Posted: 2 days ago
Central London / West End
Vadis People
Rate: Market Rate
Posted: Yesterday
London
Opus Recruitment Solutions Ltd
Rate: £500 - £550 per day
Posted: Yesterday
Manchester, Lancashire
ReThink Recruitment
Posted: 4 days ago
Manchester, Lancashire
Ascent People Ltd
Rate: £450 - £520 per day
Posted: 3 days ago