The following table provides summary statistics for contract job vacancies advertised in England with a requirement for Data Mapping skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Mapping over the 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Mapping
UK / England
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 385 454 346
Rank change year-on-year +69 -108  
Contract jobs citing Data Mapping 199 175 294
As % of all contract IT jobs advertised in England 0.47% 0.36% 0.58%
As % of the Processes & Methodologies category 0.55% 0.43% 0.71%
Number of daily rates quoted 133 117 186
Median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% -  
90% offered a daily rate of more than £303 £300 £300
10% offered a daily rate of more than £550 £533 £500
UK excluding London median daily rate £411 £400 £350
% change year-on-year +2.81% +14.28%  
Number of hourly rates quoted 3 0 6
Median hourly rate £21.50 - £37.80
90% offered a hourly rate of more than £13.90 - £24.00
10% offered a hourly rate of more than £22.30 - £47.33
UK excluding London median hourly rate £21.50 - £37.80

Data Mapping is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in England with a requirement for process and methodology skills.

Contract Process & Methodology Skills
England
Contract job vacancies with a requirement for process and methodology skills 36004 40667 41211
As % of all contract IT job vacancies advertised in England 84.73% 83.47% 80.82%
Number of daily rates quoted 23651 27315 26961
Median daily rate £450 £450 £415
Median daily rate % change year-on-year - +8.43%  
90% offered a daily rate of more than £313 £300 £288
10% offered a daily rate of more than £600 £600 £588
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 936 954 1137
Median hourly rate £32.50 £27.50 £26.00
Median hourly rate % change year-on-year +18.18% +5.76%  
90% offered a hourly rate of more than £12.53 £12.58 £12.00
10% offered a hourly rate of more than £52.50 £49.46 £50.00
UK excluding London median hourly rate £34.00 £28.50 £30.00
% change year-on-year +19.29% -5.00%  

Data Mapping
Job Vacancy Trend in England

The job posting trend of jobs advertised in England citing Data Mapping as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Mapping in England

Data Mapping
Contractor Daily Rate Trend in England

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

Contractor daily rate trend for Data Mapping in England

Data Mapping
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Data Mapping in England over the 3 months to 25 June 2017.

Contractor daily rate histogram for Data Mapping in England

Data Mapping
Contractor Hourly Rate Trend in England

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

Contractor hourly rate trend for Data Mapping 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 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 +45 108 £444 -1.38% 11
East of England -1 23 £438 -2.77% 3
West Midlands +27 16 £410 +4.19% 1
North West +25 11 £394 +5.00% 2
South East +18 10 £413 +8.19% 3
North East - 9 £180 -
South West +3 7 £425 -12.82%
East Midlands -4 7 £438 +9.37%
Yorkshire +5 6 £315 -21.25% 1
Data Mapping
UK

For the 6 months to 25 June 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.

1 127 (35.08%) SQL
2 109 (30.11%) Migration
3 101 (27.90%) Data Modelling
4 95 (26.24%) Finance
5 81 (22.38%) Data Migration
6 78 (21.55%) ETL
7 73 (20.17%) Oracle
8 72 (19.89%) Data Analysis
9 58 (16.02%) SQL Server
10 57 (15.75%) Agile Software Development
11 56 (15.47%) SAP
12 52 (14.36%) Banking
13 50 (13.81%) XML
14 47 (12.98%) Data Warehouse
15 42 (11.60%) Analytical Skills
16 41 (11.33%) Business Analysis
17 40 (11.05%) Business Intelligence
17 40 (11.05%) Data Quality
18 38 (10.50%) Microsoft
19 36 (9.94%) Microsoft Excel
20 35 (9.67%) Validation
20 35 (9.67%) SQL Server Integration Services
20 35 (9.67%) Data Cleansing
21 33 (9.12%) Middleware
22 32 (8.84%) UML
23 30 (8.29%) Data Integration
24 28 (7.73%) Data Architecture
25 26 (7.18%) Data Management
25 26 (7.18%) Degree
25 26 (7.18%) ERP

Data Mapping
Co-occurring 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 10 (2.76%) WebSphere
2 8 (2.21%) Confluence
2 8 (2.21%) Mule
3 7 (1.93%) Apache
4 6 (1.66%) Apache Solr
4 6 (1.66%) Elasticsearch
4 6 (1.66%) JBoss
4 6 (1.66%) SAS
5 5 (1.38%) Tomcat
6 4 (1.10%) Apache Pig
6 4 (1.10%) Apache Spark
6 4 (1.10%) SharePoint
7 3 (0.83%) Adobe Experience Manager
7 3 (0.83%) Oracle SOA Suite
7 3 (0.83%) WebLogic
8 2 (0.55%) CMS
8 2 (0.55%) SharePoint 2010
8 2 (0.55%) WebSphere Application Server
9 1 (0.28%) ArcGIS
9 1 (0.28%) SharePoint Server
Applications
1 36 (9.94%) Microsoft Excel
2 11 (3.04%) Microsoft Office
3 10 (2.76%) MS Visio
4 4 (1.10%) Spreadsheet
5 3 (0.83%) Microsoft Project
6 2 (0.55%) Microsoft PowerPoint
Business Applications
1 13 (3.59%) SAP SD
2 8 (2.21%) SAP S/4HANA
3 7 (1.93%) SAP ERP
3 7 (1.93%) Temenos T24
4 4 (1.10%) Maximo
4 4 (1.10%) PeopleSoft HCM
4 4 (1.10%) SAP HR
5 3 (0.83%) Dynamics CRM
5 3 (0.83%) Oracle Utilities
5 3 (0.83%) Workday HCM
6 2 (0.55%) Actimize
6 2 (0.55%) Adobe Campaign
6 2 (0.55%) Dynamics AX
6 2 (0.55%) NetSuite
6 2 (0.55%) SAP CO
6 2 (0.55%) SAP FI
6 2 (0.55%) SAP FI/CO
6 2 (0.55%) SAP HCM
6 2 (0.55%) SAP Oil and Gas
6 2 (0.55%) SAP PM
Cloud Services
1 11 (3.04%) Office 365
2 9 (2.49%) Amazon AWS
3 7 (1.93%) Taleo
4 6 (1.66%) Cloud Computing
4 6 (1.66%) Microsoft Azure
5 5 (1.38%) Salesforce Service Cloud
6 3 (0.83%) GitHub
6 3 (0.83%) SuccessFactors
7 2 (0.55%) Adobe Analytics
8 1 (0.28%) SaaS
8 1 (0.28%) Salesforce Sales Cloud
Communications & Networking
1 5 (1.38%) LDAP
1 5 (1.38%) Network Security
2 1 (0.28%) FTP
2 1 (0.28%) HTTPS
Database & Business Intelligence
1 58 (16.02%) SQL Server
2 47 (12.98%) Data Warehouse
3 35 (9.67%) SQL Server Integration Services
4 24 (6.63%) MySQL
4 24 (6.63%) SQL Server Reporting Services
5 21 (5.80%) Data Mining
6 17 (4.70%) Big Data
6 17 (4.70%) Hadoop
6 17 (4.70%) Ingres
7 15 (4.14%) Relational Database
8 13 (3.59%) QlikView
9 10 (2.76%) Oracle Database
10 9 (2.49%) BusinessObjects
10 9 (2.49%) Power BI
11 7 (1.93%) Enterprise Data Warehouse
12 6 (1.66%) Apache Hive
12 6 (1.66%) DataStax
12 6 (1.66%) DB2
12 6 (1.66%) OLAP
12 6 (1.66%) SQL Server 2008
Development Applications
1 15 (4.14%) Team Foundation Server
2 12 (3.31%) JIRA
2 12 (3.31%) Talend Open Studio
2 12 (3.31%) Visual Studio
3 8 (2.21%) Jenkins
4 7 (1.93%) Oracle APEX
5 6 (1.66%) ERwin
6 5 (1.38%) Eclipse
6 5 (1.38%) Hudson
6 5 (1.38%) PowerDesigner
6 5 (1.38%) SQL Server Management Studio (SSMS)
7 4 (1.10%) Git (software)
7 4 (1.10%) LSMW
7 4 (1.10%) Oracle Forms
7 4 (1.10%) Toad
8 3 (0.83%) Bitbucket
8 3 (0.83%) TeamCity
9 2 (0.55%) Subversion
10 1 (0.28%) JIRA Agile
10 1 (0.28%) Mercurial
General
1 95 (26.24%) Finance
2 52 (14.36%) Banking
3 18 (4.97%) Manufacturing
4 16 (4.42%) Legal
5 15 (4.14%) Marketing
6 14 (3.87%) Billing
7 8 (2.21%) Law
7 8 (2.21%) Retail
8 6 (1.66%) Investment Banking
9 5 (1.38%) Financial Institution
9 5 (1.38%) Front Office
10 4 (1.10%) Pharmaceutical
10 4 (1.10%) Publishing
10 4 (1.10%) Retail Banking
11 3 (0.83%) Back Office
12 2 (0.55%) Advertising
13 1 (0.28%) Corporate Banking
13 1 (0.28%) Electronics
13 1 (0.28%) Games
13 1 (0.28%) Telecoms
Job Titles
1 194 (53.59%) Analyst
2 86 (23.76%) Data Analyst
3 84 (23.20%) Business Analyst
4 45 (12.43%) Consultant
4 45 (12.43%) Developer
5 40 (11.05%) Architect
6 22 (6.08%) Data Architect
7 21 (5.80%) Data Business Analyst
8 20 (5.52%) Technical Analyst
9 19 (5.25%) SAP Consultant
10 15 (4.14%) SAP Analyst
11 14 (3.87%) SAP Data Analyst
12 13 (3.59%) Financial Analyst
12 13 (3.59%) Senior Analyst
12 13 (3.59%) SQL Analyst
12 13 (3.59%) SQL Developer
13 11 (3.04%) Migration Analyst
14 10 (2.76%) Data Warehouse Developer
14 10 (2.76%) SQL Data Analyst
15 9 (2.49%) SAP SD Consultant
Libraries, Frameworks & Software Standards
1 50 (13.81%) XML
2 33 (9.12%) Middleware
3 17 (4.70%) XSLT
4 10 (2.76%) IDoc
4 10 (2.76%) REST
4 10 (2.76%) XML Schema
5 9 (2.49%) CSS
5 9 (2.49%) jQuery
6 8 (2.21%) .NET
6 8 (2.21%) AngularJS
6 8 (2.21%) HTML
6 8 (2.21%) Struts
7 7 (1.93%) JMS
7 7 (1.93%) JSON
7 7 (1.93%) JSP
7 7 (1.93%) Servlets
7 7 (1.93%) SOAP
8 6 (1.66%) HTML5
8 6 (1.66%) J2EE
8 6 (1.66%) Oracle Fusion
Miscellaneous
1 42 (11.60%) Analytical Skills
2 17 (4.70%) Data Structures
3 15 (4.14%) Management Information System
4 10 (2.76%) Data Protection Act
5 9 (2.49%) Greenfield Project
6 8 (2.21%) Reference Data
7 7 (1.93%) Computer Science
7 7 (1.93%) Enterprise Software
8 6 (1.66%) Distributed Denial-of-Service
8 6 (1.66%) Equities
9 5 (1.38%) Derivative
9 5 (1.38%) Fintech
9 5 (1.38%) Foreign Exchange (FX)
9 5 (1.38%) Private Cloud
10 4 (1.10%) Mainframe
10 4 (1.10%) N-Tier
11 3 (0.83%) Data Centre
11 3 (0.83%) Linux Command Line
12 2 (0.55%) Digital Media
12 2 (0.55%) Linked Data
Operating Systems
1 7 (1.93%) Windows
2 5 (1.38%) Linux
3 1 (0.28%) Apple iOS
3 1 (0.28%) Unix
Processes & Methodologies
1 109 (30.11%) Migration
2 101 (27.90%) Data Modelling
3 81 (22.38%) Data Migration
4 78 (21.55%) ETL
5 72 (19.89%) Data Analysis
6 57 (15.75%) Agile Software Development
7 41 (11.33%) Business Analysis
8 40 (11.05%) Business Intelligence
9 35 (9.67%) Data Cleansing
9 35 (9.67%) Validation
10 32 (8.84%) UML
11 30 (8.29%) Data Integration
12 28 (7.73%) Data Architecture
13 26 (7.18%) Data Management
13 26 (7.18%) ERP
14 25 (6.91%) Scrum
15 24 (6.63%) Analytics
16 22 (6.08%) Data Transformation
17 21 (5.80%) Change Management
18 20 (5.52%) Data Protection
Programming Languages
1 127 (35.08%) SQL
2 20 (5.52%) T-SQL
3 16 (4.42%) Java
3 16 (4.42%) PL/SQL
4 13 (3.59%) ABAP
4 13 (3.59%) C#
5 10 (2.76%) VBA
6 6 (1.66%) JavaScript
7 4 (1.10%) Apex Code
7 4 (1.10%) C++
7 4 (1.10%) PowerShell
7 4 (1.10%) SOQL
7 4 (1.10%) SOSL
8 3 (0.83%) Shell Script
9 2 (0.55%) C
9 2 (0.55%) Data Analysis Expressions (DAX)
10 1 (0.28%) ActionScript
10 1 (0.28%) Python
10 1 (0.28%) VB
10 1 (0.28%) XAML
Qualifications
1 26 (7.18%) Degree
2 14 (3.87%) Security Cleared
3 10 (2.76%) SC Cleared
4 6 (1.66%) CISA
4 6 (1.66%) CISM
4 6 (1.66%) CISSP
5 4 (1.10%) ISEB
6 2 (0.55%) BPSS Clearance
6 2 (0.55%) Computer Science Degree
6 2 (0.55%) Master's Degree
6 2 (0.55%) SAS Certification
7 1 (0.28%) AAT
7 1 (0.28%) ACCA
7 1 (0.28%) CIMA
7 1 (0.28%) CIPD
7 1 (0.28%) IBM Certification
7 1 (0.28%) ISTQB Foundation Certification
7 1 (0.28%) ITIL Certification
Quality Assurance & Compliance
1 40 (11.05%) Data Quality
2 21 (5.80%) GDPR
3 8 (2.21%) MiFID
3 8 (2.21%) PCI DSS
4 6 (1.66%) FedRAMP
4 6 (1.66%) QA
5 4 (1.10%) Dodd-Frank
5 4 (1.10%) EMIR
5 4 (1.10%) Sarbanes-Oxley
6 3 (0.83%) Disclosure Scotland
6 3 (0.83%) Solvency II
7 2 (0.55%) FATCA
7 2 (0.55%) GMP
7 2 (0.55%) ISO 20022
8 1 (0.28%) GAAP
8 1 (0.28%) IFRS
8 1 (0.28%) IFRS 9
8 1 (0.28%) PMO
8 1 (0.28%) SLA
System Software
1 6 (1.66%) Apache Flume
2 5 (1.38%) Active Directory
2 5 (1.38%) HDFS
3 2 (0.55%) SAP ITS
4 1 (0.28%) Docker
4 1 (0.28%) Shibboleth
Systems Management
1 6 (1.66%) Kibana
1 6 (1.66%) logstash
2 5 (1.38%) Forefront Identity Manager
3 4 (1.10%) MOM
4 3 (0.83%) Oracle RMAN
5 2 (0.55%) HP Quality Center
6 1 (0.28%) Oracle EDQ
Vendors
1 73 (20.17%) Oracle
2 56 (15.47%) SAP
3 38 (10.50%) Microsoft
4 17 (4.70%) IBM
4 17 (4.70%) Informatica
5 12 (3.31%) Tableau
5 12 (3.31%) Talend
6 11 (3.04%) Splunk
7 9 (2.49%) Salesforce.com
8 8 (2.21%) Cloudera
9 6 (1.66%) Ab Initio
10 5 (1.38%) Adobe
10 5 (1.38%) Temenos
11 4 (1.10%) Alteryx
11 4 (1.10%) PeopleSoft
11 4 (1.10%) Teradata
12 3 (0.83%) Cognos
12 3 (0.83%) HP
12 3 (0.83%) Vertica
12 3 (0.83%) Workday
London
Proactive Appointments
Rate: £375 - £425 per day
Posted: 2 days ago
Ipswich, Suffolk
Lorien Resourcing
Posted: 4 days ago
London
Nigel Frank International
Posted: 4 days ago
Watford, Hertfordshire
Datalynx
Posted: 6 days ago
Blackburn, Lancashire
Applause IT Innovation
Rate: £320 - £380 per day +
Posted: 6 days ago
London
IQ Public Sector
Rate: £350.00 - £390.00 per day
Posted: 6 days ago