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 February 2017 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 Feb 2017
Same period 2016 Same period 2015
Data Mapping
UK / England
Rank 424 415 392
Rank change year-on-year
-9 -23
Contract jobs citing Data Mapping 151 198 207
As % of all contract IT jobs located in England 0.37% 0.42% 0.43%
As % of the Processes & Methodologies category 0.44% 0.50% 0.54%
Number of daily rates quoted 104 146 125
Median daily rate £438 £425 £425
Median daily rate % change year-on-year
+2.94% -
90% offered a daily rate of more than £350 £320 £286
10% offered a daily rate of more than £600 £550 £600
UK excluding London median daily rate £425 £400 £400
% change year-on-year
+6.25% -
Number of hourly rates quoted 0 3 2
Median hourly rate - £100.00 £18.00
Median hourly rate % change year-on-year
- +455.55%
UK excluding London median hourly rate - - £18.00

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
34237 39508 37993
As % of all contract IT jobs located in England 82.95% 82.86% 79.71%
Number of daily rates quoted 22891 26199 24367
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 £580
UK excluding London median daily rate £408 £400 £400
% change year-on-year
+1.87% -
Number of hourly rates quoted 847 1079 1033
Median hourly rate £36.25 £37.50 £27.32
Median hourly rate % change year-on-year
-3.33% +37.28%
90% offered a hourly rate of more than £13.50 £12.78 £12.00
10% offered a hourly rate of more than £53.50 £55.00 £49.50
UK excluding London median hourly rate £36.00 £40.00 £27.79
% change year-on-year
-10.00% +43.93%

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 February 2017.

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 February 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
London 0 80 £444 -11.25% 10
South East +12 24 £419 -1.47% 5
North West +36 15 £525 +10.52% 5
East Midlands +15 9 £500 +21.21%
East of England -3 8 £438 +9.37% 3
West Midlands -7 7 £310 -11.42% 1
Yorkshire +10 4 £444 +29.09%
South West -5 2 - - 2
Data Mapping
UK

Data Mapping
Top 30 Related IT Skills in England

For the 6 months to 25 February 2017, 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.

1 111 (34.47%) Data Modelling
2 100 (31.06%) SQL
3 96 (29.81%) Migration
4 94 (29.19%) Finance
5 81 (25.16%) Data Analysis
6 72 (22.36%) Data Warehouse
6 72 (22.36%) ETL
7 71 (22.05%) Data Migration
8 65 (20.19%) Agile Software Development
9 64 (19.88%) Microsoft
10 54 (16.77%) SQL Server
11 47 (14.60%) Oracle
12 45 (13.98%) Banking
13 43 (13.35%) Business Analysis
14 42 (13.04%) SQL Server Integration Services
15 39 (12.11%) Analytical Skills
15 39 (12.11%) Business Intelligence
16 36 (11.18%) Data Management
16 36 (11.18%) Data Quality
17 35 (10.87%) Big Data
17 35 (10.87%) ERP
18 33 (10.25%) XML
19 31 (9.63%) MS Excel
20 30 (9.32%) SAP
20 30 (9.32%) Data Cleansing
21 28 (8.70%) Data Architecture
21 28 (8.70%) Data Governance
22 27 (8.39%) Data Structures
23 25 (7.76%) T-SQL
24 24 (7.45%) Stakeholder Management

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 11 (3.42%) SharePoint
2 4 (1.24%) Confluence
2 4 (1.24%) SAS
3 3 (0.93%) BizTalk Server
3 3 (0.93%) Mule
4 2 (0.62%) Oracle SOA Suite
4 2 (0.62%) WebSphere
5 1 (0.31%) Apache
5 1 (0.31%) Apache Pig
5 1 (0.31%) Apache Spark
5 1 (0.31%) IIS
5 1 (0.31%) JBoss
5 1 (0.31%) Mule ESB
5 1 (0.31%) Oracle Self-Service HR
5 1 (0.31%) Oracle Workflow
5 1 (0.31%) SharePoint Server
5 1 (0.31%) WebLogic
Applications
1 31 (9.63%) MS Excel
2 23 (7.14%) MS Office
3 10 (3.11%) MS Visio
4 8 (2.48%) MS PowerPoint
5 4 (1.24%) MS Project
Business Applications
1 8 (2.48%) SAP ERP
2 7 (2.17%) Dynamics CRM
2 7 (2.17%) SAP HR
3 6 (1.86%) Maximo
4 5 (1.55%) Oracle EBS
4 5 (1.55%) SAP SD
5 3 (0.93%) Oracle Utilities
5 3 (0.93%) SAP Oil and Gas
5 3 (0.93%) Temenos T24
6 2 (0.62%) Dynamics NAV
6 2 (0.62%) SAP CO
6 2 (0.62%) SAP FI
6 2 (0.62%) SAP FI/CO
7 1 (0.31%) Dynamics AX
7 1 (0.31%) Oracle ERP
7 1 (0.31%) Primavera
7 1 (0.31%) SAP CRM
7 1 (0.31%) SAP FI-AA
7 1 (0.31%) SAP PM
7 1 (0.31%) Unit4 Business World
Cloud Services
1 18 (5.59%) Office 365
2 5 (1.55%) Amazon AWS
2 5 (1.55%) Microsoft Azure
3 3 (0.93%) SuccessFactors
4 2 (0.62%) GitHub
Communications & Networking
1 6 (1.86%) LDAP
2 2 (0.62%) Internet
Database & Business Intelligence
1 72 (22.36%) Data Warehouse
2 54 (16.77%) SQL Server
3 42 (13.04%) SQL Server Integration Services
4 35 (10.87%) Big Data
5 22 (6.83%) SQL Server Reporting Services
6 13 (4.04%) Relational Database
7 12 (3.73%) Oracle Database
8 10 (3.11%) Hadoop
8 10 (3.11%) SQL Server 2008
9 8 (2.48%) Oracle Database 11g
10 7 (2.17%) Power BI
10 7 (2.17%) QlikView
11 6 (1.86%) BusinessObjects
11 6 (1.86%) Oracle ODI
11 6 (1.86%) SQL Server Analysis Services
12 5 (1.55%) Data Mining
12 5 (1.55%) DB2
12 5 (1.55%) IBM InfoSphere
12 5 (1.55%) Oracle Reports
13 4 (1.24%) SQL Server 2012
Development Applications
1 10 (3.11%) Talend Open Studio
2 9 (2.80%) LSMW
3 8 (2.48%) Team Foundation Server
4 6 (1.86%) ERwin
4 6 (1.86%) PowerDesigner
5 5 (1.55%) JIRA
6 4 (1.24%) Visual Studio
7 2 (0.62%) Bitbucket
7 2 (0.62%) Eclipse
7 2 (0.62%) Git (software)
7 2 (0.62%) Jenkins
7 2 (0.62%) Oracle APEX
7 2 (0.62%) Subversion
7 2 (0.62%) TeamCity
8 1 (0.31%) Toad
General
1 94 (29.19%) Finance
2 45 (13.98%) Banking
3 16 (4.97%) Retail
4 14 (4.35%) Investment Banking
5 10 (3.11%) Manufacturing
6 9 (2.80%) Marketing
7 7 (2.17%) Billing
8 6 (1.86%) Legal
8 6 (1.86%) Retail Banking
9 4 (1.24%) Back Office
10 3 (0.93%) Front Office
11 2 (0.62%) Advertising
11 2 (0.62%) Corporate Banking
11 2 (0.62%) French Language
12 1 (0.31%) Automotive
12 1 (0.31%) Financial Institution
12 1 (0.31%) Games
12 1 (0.31%) Prime Brokerage
12 1 (0.31%) Telecoms
Job Titles
1 143 (44.41%) Analyst
2 69 (21.43%) Business Analyst
3 63 (19.57%) Data Analyst
4 47 (14.60%) Developer
5 44 (13.66%) Architect
6 31 (9.63%) Consultant
7 30 (9.32%) Data Business Analyst
8 27 (8.39%) Data Architect
9 25 (7.76%) SQL Developer
10 19 (5.90%) ETL Developer
11 15 (4.66%) Migration Analyst
12 14 (4.35%) Data Manager
13 13 (4.04%) Data Migration Analyst
14 12 (3.73%) Microsoft Developer
14 12 (3.73%) Senior Analyst
15 11 (3.42%) SQL Analyst
16 10 (3.11%) Financial Analyst
16 10 (3.11%) SAP Consultant
17 9 (2.80%) Security Consultant
17 9 (2.80%) Systems Analyst
Libraries, Frameworks & Software Standards
1 33 (10.25%) XML
2 12 (3.73%) .NET
3 8 (2.48%) BAPI
3 8 (2.48%) Middleware
3 8 (2.48%) XML Schema
4 7 (2.17%) JSON
4 7 (2.17%) SOAP
5 6 (1.86%) REST
5 6 (1.86%) XSLT
6 5 (1.55%) J2EE
6 5 (1.55%) Web Services
7 3 (0.93%) XML Messaging
7 3 (0.93%) XSD
8 2 (0.62%) AngularJS
8 2 (0.62%) ASP.NET
8 2 (0.62%) CSS
8 2 (0.62%) FpML
8 2 (0.62%) HTML
8 2 (0.62%) Struts
8 2 (0.62%) Visualforce
Miscellaneous
1 39 (12.11%) Analytical Skills
2 27 (8.39%) Data Structures
3 18 (5.59%) Management Information System
4 9 (2.80%) Reference Data
5 6 (1.86%) Data Protection Act
6 5 (1.55%) Enterprise Software
6 5 (1.55%) Foreign Exchange (FX)
7 4 (1.24%) Computer Science
7 4 (1.24%) Data Centre
7 4 (1.24%) Derivative
7 4 (1.24%) Equities
7 4 (1.24%) Fixed Income
7 4 (1.24%) FMCG
8 3 (0.93%) Linux Command Line
8 3 (0.93%) Mainframe
8 3 (0.93%) N-Tier
8 3 (0.93%) Reinsurance
8 3 (0.93%) SWIFT
8 3 (0.93%) User Experience
9 2 (0.62%) Equity Derivative
Operating Systems
1 7 (2.17%) Linux
2 5 (1.55%) Windows
3 1 (0.31%) Android
3 1 (0.31%) Unix
3 1 (0.31%) Windows 10
Processes & Methodologies
1 111 (34.47%) Data Modelling
2 96 (29.81%) Migration
3 81 (25.16%) Data Analysis
4 72 (22.36%) ETL
5 71 (22.05%) Data Migration
6 65 (20.19%) Agile Software Development
7 43 (13.35%) Business Analysis
8 39 (12.11%) Business Intelligence
9 36 (11.18%) Data Management
10 35 (10.87%) ERP
11 30 (9.32%) Data Cleansing
12 28 (8.70%) Data Architecture
12 28 (8.70%) Data Governance
13 24 (7.45%) Stakeholder Management
14 23 (7.14%) Physical Data Model
14 23 (7.14%) Validation
15 22 (6.83%) Logical Data Model
16 20 (6.21%) CRM
17 19 (5.90%) Data Transformation
18 18 (5.59%) User Stories
Programming Languages
1 100 (31.06%) SQL
2 25 (7.76%) T-SQL
3 23 (7.14%) C#
4 16 (4.97%) PL/SQL
5 6 (1.86%) ABAP
6 5 (1.55%) VBA
7 4 (1.24%) Java
7 4 (1.24%) JavaScript
8 3 (0.93%) Shell Script
9 2 (0.62%) Apex Code
9 2 (0.62%) C
9 2 (0.62%) SOQL
9 2 (0.62%) SOSL
10 1 (0.31%) C++
10 1 (0.31%) PowerShell
Qualifications
1 24 (7.45%) Security Cleared
2 21 (6.52%) SC Cleared
3 19 (5.90%) Degree
4 3 (0.93%) ISEB
5 1 (0.31%) BPSS Clearance
5 1 (0.31%) IBM Certification
5 1 (0.31%) ITIL Certification
5 1 (0.31%) PMI Certification
Quality Assurance & Compliance
1 36 (11.18%) Data Quality
2 11 (3.42%) GDPR
3 4 (1.24%) Dodd-Frank
3 4 (1.24%) EMIR
4 3 (0.93%) ISO20022
4 3 (0.93%) MiFID
4 3 (0.93%) Sarbanes-Oxley
4 3 (0.93%) Solvency II
5 2 (0.62%) FATCA
5 2 (0.62%) PCI DSS
5 2 (0.62%) QA
6 1 (0.31%) Basel II
6 1 (0.31%) CDISC
6 1 (0.31%) GAAP
6 1 (0.31%) HL7
6 1 (0.31%) IFRS
6 1 (0.31%) IFRS 9
System Software
1 9 (2.80%) Active Directory
2 1 (0.31%) Docker
2 1 (0.31%) Shibboleth
Systems Management
1 8 (2.48%) Forefront Identity Manager
2 3 (0.93%) Oracle RMAN
3 2 (0.62%) MOM
4 1 (0.31%) Control-M
Vendors
1 64 (19.88%) Microsoft
2 47 (14.60%) Oracle
3 30 (9.32%) SAP
4 14 (4.35%) Teradata
5 13 (4.04%) Greenplum
5 13 (4.04%) Informatica
5 13 (4.04%) Netezza
5 13 (4.04%) Vertica
6 12 (3.73%) Splunk
7 11 (3.42%) IBM
8 10 (3.11%) Talend
9 9 (2.80%) Tableau
10 6 (1.86%) Salesforce.com
11 5 (1.55%) Actimize
11 5 (1.55%) Cognos
12 3 (0.93%) EXASOL
12 3 (0.93%) JD Edwards
12 3 (0.93%) Northgate
12 3 (0.93%) PeopleSoft
12 3 (0.93%) Temenos
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