The following table provides summary statistics for contract job vacancies 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 26 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
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 392 448 365
Rank change year-on-year +56 -83  
Contract jobs citing Data Mapping 220 204 305
As % of all contract IT jobs advertised in the UK 0.47% 0.38% 0.55%
As % of the Processes & Methodologies category 0.55% 0.46% 0.68%
Number of daily rates quoted 142 140 195
Median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% -  
90% offered a daily rate of more than £313 £248 £300
10% offered a daily rate of more than £550 £525 £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 with a requirement for process and methodology skills.

Contract Process & Methodology Skills
UK
Contract job vacancies with a requirement for process and methodology skills 39704 44234 45146
As % of all contract IT job vacancies advertised in the UK 84.45% 83.33% 80.72%
Number of daily rates quoted 25886 29348 28980
Median daily rate £450 £438 £413
Median daily rate % change year-on-year +2.85% +6.06%  
90% offered a daily rate of more than £313 £300 £285
10% offered a daily rate of more than £600 £600 £575
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 1051 1071 1257
Median hourly rate £32.50 £27.50 £27.50
Median hourly rate % change year-on-year +18.18% -  
90% offered a hourly rate of more than £13.00 £12.58 £12.35
10% offered a hourly rate of more than £53.00 £48.65 £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

The job posting trend of jobs advertised 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 the UK

Data Mapping
Contractor Daily Rate Trend

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

Contractor daily rate trend for Data Mapping in the UK

Data Mapping
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing Data Mapping over the 3 months to 26 June 2017.

Contractor daily rate histogram for Data Mapping in the UK

Data Mapping
Contractor Hourly Rate Trend

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

Contractor hourly rate trend for Data Mapping in the UK

Data Mapping
Top 30 Contract Locations

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 UK over the 3 months to 26 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
England +57 202 £425 +6.25% 22
London +34 110 £450 - 11
East of England +1 23 £438 -2.77% 3
West Midlands +26 16 £410 +4.19% 1
City of London -1 14 £500 +9.89%
North West +21 11 £394 +5.00% 3
Essex -9 11 £425 -12.59% 1
South East +9 10 £413 +8.19% 3
North East - 10 £180 -
Southend-on-Sea -27 9 £425 -12.59% 1
Durham - 8 £180 -
Scotland +28 7 £400 -15.78% 1
Warwickshire +12 7 £325 -13.33%
South West +6 7 £425 -12.82%
Bristol +2 7 £425 +80.85%
East Midlands -2 7 £438 +9.37%
Edinburgh +14 6 £400 -15.78%
Yorkshire +8 6 £315 -21.25% 1
West Yorkshire 0 6 £315 -21.25% 1
Worcester - 6 £600 -
Worcestershire - 6 £600 -
Cheshire +26 5 £398 +6.00% 1
Leeds +13 5 £315 -21.25% 1
Buckinghamshire -18 5 £438 +12.90% 2
Norfolk - 5 £450 -
Derbyshire - 5 £488 -
Norwich - 5 £450 -
Derby - 4 £488 -
Manchester +12 3 £388 +17.33% 2
Macclesfield +5 3 £385 -

For the 6 months to 26 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 with a requirement for Data Mapping.

1 136 (34.61%) SQL
2 114 (29.01%) Migration
3 109 (27.74%) Data Modelling
4 102 (25.95%) Finance
5 87 (22.14%) Data Migration
6 85 (21.63%) Oracle
7 83 (21.12%) ETL
8 82 (20.87%) Data Analysis
9 65 (16.54%) Agile Software Development
10 60 (15.27%) SQL Server
11 58 (14.76%) XML
12 57 (14.50%) SAP
13 56 (14.25%) Banking
14 51 (12.98%) Data Warehouse
15 50 (12.72%) Business Analysis
16 44 (11.20%) Data Quality
16 44 (11.20%) Analytical Skills
17 42 (10.69%) Business Intelligence
18 40 (10.18%) Middleware
19 39 (9.92%) UML
20 38 (9.67%) Validation
21 37 (9.41%) Microsoft
21 37 (9.41%) Data Cleansing
22 36 (9.16%) Microsoft Excel
23 35 (8.91%) Data Integration
23 35 (8.91%) SQL Server Integration Services
24 31 (7.89%) Scrum
25 29 (7.38%) MySQL
25 29 (7.38%) Data Architecture
26 27 (6.87%) Data Management

Data Mapping
Co-occurring IT Skills 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 (2.54%) WebSphere
2 8 (2.04%) Confluence
2 8 (2.04%) Mule
3 7 (1.78%) Apache
3 7 (1.78%) SAS
4 6 (1.53%) Apache Solr
4 6 (1.53%) Elasticsearch
4 6 (1.53%) JBoss
5 5 (1.27%) SharePoint
5 5 (1.27%) Tomcat
6 4 (1.02%) Apache Pig
6 4 (1.02%) Apache Spark
7 3 (0.76%) Adobe Experience Manager
7 3 (0.76%) Oracle SOA Suite
7 3 (0.76%) WebLogic
8 2 (0.51%) CMS
8 2 (0.51%) SharePoint 2010
8 2 (0.51%) WebSphere Application Server
9 1 (0.25%) Oracle Workflow
9 1 (0.25%) SharePoint Server
Applications
1 36 (9.16%) Microsoft Excel
2 12 (3.05%) Microsoft Office
3 11 (2.80%) MS Visio
4 4 (1.02%) Spreadsheet
5 3 (0.76%) Microsoft Project
6 2 (0.51%) Microsoft PowerPoint
Business Applications
1 13 (3.31%) SAP SD
2 8 (2.04%) SAP S/4HANA
3 7 (1.78%) SAP ERP
3 7 (1.78%) Temenos T24
4 5 (1.27%) Maximo
5 4 (1.02%) PeopleSoft HCM
5 4 (1.02%) SAP HR
6 3 (0.76%) Dynamics CRM
6 3 (0.76%) Oracle Utilities
6 3 (0.76%) SAP CO
6 3 (0.76%) SAP FI
6 3 (0.76%) SAP FI/CO
6 3 (0.76%) Workday HCM
7 2 (0.51%) Actimize
7 2 (0.51%) Adobe Campaign
7 2 (0.51%) Dynamics AX
7 2 (0.51%) NetSuite
7 2 (0.51%) SAP HCM
7 2 (0.51%) SAP Oil and Gas
7 2 (0.51%) SAP PM
Cloud Services
1 11 (2.80%) Office 365
2 9 (2.29%) Amazon AWS
3 7 (1.78%) Taleo
4 6 (1.53%) Cloud Computing
4 6 (1.53%) Microsoft Azure
5 5 (1.27%) Salesforce Service Cloud
6 3 (0.76%) GitHub
6 3 (0.76%) SuccessFactors
7 2 (0.51%) Adobe Analytics
8 1 (0.25%) SaaS
8 1 (0.25%) Salesforce Sales Cloud
Communications & Networking
1 5 (1.27%) LDAP
1 5 (1.27%) Network Security
2 2 (0.51%) FTP
2 2 (0.51%) HTTPS
3 1 (0.25%) HTTP
Database & Business Intelligence
1 60 (15.27%) SQL Server
2 51 (12.98%) Data Warehouse
3 35 (8.91%) SQL Server Integration Services
4 29 (7.38%) MySQL
5 25 (6.36%) Data Mining
6 24 (6.11%) SQL Server Reporting Services
7 22 (5.60%) Ingres
8 18 (4.58%) Hadoop
9 17 (4.33%) Big Data
10 16 (4.07%) Relational Database
11 14 (3.56%) QlikView
12 12 (3.05%) Oracle Database
13 10 (2.54%) BusinessObjects
14 9 (2.29%) Power BI
15 7 (1.78%) DB2
15 7 (1.78%) Enterprise Data Warehouse
16 6 (1.53%) OLAP
16 6 (1.53%) RDBMS
16 6 (1.53%) SQL Server 2008
16 6 (1.53%) SQL Server Analysis Services
Development Applications
1 15 (3.82%) Team Foundation Server
2 12 (3.05%) JIRA
2 12 (3.05%) Talend Open Studio
2 12 (3.05%) Visual Studio
3 8 (2.04%) Jenkins
4 7 (1.78%) ERwin
4 7 (1.78%) Oracle APEX
5 6 (1.53%) Eclipse
5 6 (1.53%) PowerDesigner
6 5 (1.27%) Hudson
6 5 (1.27%) SQL Server Management Studio (SSMS)
7 4 (1.02%) Git (software)
7 4 (1.02%) LSMW
7 4 (1.02%) Oracle Forms
7 4 (1.02%) Toad
8 3 (0.76%) Bitbucket
8 3 (0.76%) TeamCity
9 2 (0.51%) Subversion
9 2 (0.51%) XMLSpy
10 1 (0.25%) Mercurial
General
1 102 (25.95%) Finance
2 56 (14.25%) Banking
3 18 (4.58%) Legal
3 18 (4.58%) Manufacturing
4 16 (4.07%) Billing
5 15 (3.82%) Marketing
6 9 (2.29%) Law
6 9 (2.29%) Retail
7 8 (2.04%) Investment Banking
8 5 (1.27%) Financial Institution
8 5 (1.27%) Front Office
8 5 (1.27%) Publishing
8 5 (1.27%) Retail Banking
9 4 (1.02%) Pharmaceutical
10 3 (0.76%) Back Office
10 3 (0.76%) Telecoms
11 2 (0.51%) Advertising
12 1 (0.25%) Corporate Banking
12 1 (0.25%) Electronics
12 1 (0.25%) Games
Job Titles
1 215 (54.71%) Analyst
2 101 (25.70%) Business Analyst
3 87 (22.14%) Data Analyst
4 50 (12.72%) Consultant
5 46 (11.70%) Developer
6 43 (10.94%) Architect
7 26 (6.62%) Data Business Analyst
8 24 (6.11%) Data Architect
9 20 (5.09%) SAP Consultant
9 20 (5.09%) Technical Analyst
10 15 (3.82%) SAP Analyst
11 14 (3.56%) SAP Data Analyst
12 13 (3.31%) Financial Analyst
12 13 (3.31%) Migration Analyst
12 13 (3.31%) Senior Analyst
12 13 (3.31%) SQL Developer
13 12 (3.05%) SQL Analyst
14 10 (2.54%) Business Systems Analyst
14 10 (2.54%) Data Warehouse Developer
14 10 (2.54%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 58 (14.76%) XML
2 40 (10.18%) Middleware
3 23 (5.85%) XSLT
4 12 (3.05%) XML Schema
5 10 (2.54%) IDoc
5 10 (2.54%) REST
6 9 (2.29%) CSS
6 9 (2.29%) jQuery
7 8 (2.04%) .NET
7 8 (2.04%) AngularJS
7 8 (2.04%) HTML
7 8 (2.04%) SOAP
7 8 (2.04%) Struts
8 7 (1.78%) J2EE
8 7 (1.78%) JMS
8 7 (1.78%) JSP
8 7 (1.78%) Servlets
8 7 (1.78%) XSD
9 6 (1.53%) HTML5
9 6 (1.53%) Web Services
Miscellaneous
1 44 (11.20%) Analytical Skills
2 17 (4.33%) Data Structures
3 14 (3.56%) Management Information System
4 10 (2.54%) Data Protection Act
5 9 (2.29%) Greenfield Project
6 8 (2.04%) Reference Data
7 7 (1.78%) Computer Science
7 7 (1.78%) Enterprise Software
8 6 (1.53%) Distributed Denial-of-Service
8 6 (1.53%) Equities
8 6 (1.53%) Foreign Exchange (FX)
9 5 (1.27%) Derivative
9 5 (1.27%) Fintech
9 5 (1.27%) N-Tier
9 5 (1.27%) Private Cloud
10 4 (1.02%) Data Centre
10 4 (1.02%) Mainframe
10 4 (1.02%) SWIFT
11 3 (0.76%) Linux Command Line
12 2 (0.51%) Linked Data
Operating Systems
1 8 (2.04%) Windows
2 7 (1.78%) Linux
3 1 (0.25%) Apple iOS
3 1 (0.25%) Unix
Processes & Methodologies
1 114 (29.01%) Migration
2 109 (27.74%) Data Modelling
3 87 (22.14%) Data Migration
4 83 (21.12%) ETL
5 82 (20.87%) Data Analysis
6 65 (16.54%) Agile Software Development
7 50 (12.72%) Business Analysis
8 42 (10.69%) Business Intelligence
9 39 (9.92%) UML
10 38 (9.67%) Validation
11 37 (9.41%) Data Cleansing
12 35 (8.91%) Data Integration
13 31 (7.89%) Scrum
14 29 (7.38%) Data Architecture
15 27 (6.87%) Data Management
15 27 (6.87%) ERP
16 26 (6.62%) Data Transformation
17 24 (6.11%) Analytics
18 22 (5.60%) Data Munging
18 22 (5.60%) Requirements Analysis
Programming Languages
1 136 (34.61%) SQL
2 19 (4.83%) T-SQL
3 16 (4.07%) Java
3 16 (4.07%) PL/SQL
4 13 (3.31%) ABAP
4 13 (3.31%) C#
5 10 (2.54%) VBA
6 6 (1.53%) JavaScript
7 4 (1.02%) Apex Code
7 4 (1.02%) C++
7 4 (1.02%) PowerShell
7 4 (1.02%) Shell Script
7 4 (1.02%) SOQL
7 4 (1.02%) SOSL
8 2 (0.51%) ActionScript
8 2 (0.51%) ActionScript 2.0
8 2 (0.51%) C
8 2 (0.51%) Data Analysis Expressions (DAX)
9 1 (0.25%) Python
9 1 (0.25%) VB
Qualifications
1 26 (6.62%) Degree
2 15 (3.82%) Security Cleared
3 10 (2.54%) SC Cleared
4 6 (1.53%) CISA
4 6 (1.53%) CISM
4 6 (1.53%) CISSP
5 5 (1.27%) ISEB
6 3 (0.76%) ACCA
6 3 (0.76%) BPSS Clearance
7 2 (0.51%) Computer Science Degree
7 2 (0.51%) Master's Degree
7 2 (0.51%) SAS Certification
8 1 (0.25%) AAT
8 1 (0.25%) CBAP
8 1 (0.25%) CIMA
8 1 (0.25%) CIPD
8 1 (0.25%) IBM Certification
8 1 (0.25%) IIBA
8 1 (0.25%) ISTQB Foundation Certification
8 1 (0.25%) PMI Certification
Quality Assurance & Compliance
1 44 (11.20%) Data Quality
2 23 (5.85%) GDPR
3 8 (2.04%) MiFID
3 8 (2.04%) PCI DSS
4 6 (1.53%) FedRAMP
4 6 (1.53%) QA
5 4 (1.02%) Disclosure Scotland
5 4 (1.02%) Dodd-Frank
5 4 (1.02%) EMIR
5 4 (1.02%) Sarbanes-Oxley
6 3 (0.76%) IFRS
6 3 (0.76%) Solvency II
7 2 (0.51%) FATCA
7 2 (0.51%) GAAP
7 2 (0.51%) GMP
7 2 (0.51%) ISO 20022
8 1 (0.25%) IFRS 9
8 1 (0.25%) PMO
8 1 (0.25%) SLA
System Software
1 6 (1.53%) Apache Flume
2 5 (1.27%) HDFS
3 4 (1.02%) Active Directory
4 2 (0.51%) SAP ITS
5 1 (0.25%) Docker
5 1 (0.25%) Oracle RAC
5 1 (0.25%) Shibboleth
Systems Management
1 6 (1.53%) Kibana
1 6 (1.53%) logstash
2 4 (1.02%) Forefront Identity Manager
2 4 (1.02%) MOM
3 3 (0.76%) Oracle RMAN
4 2 (0.51%) HP Quality Center
5 1 (0.25%) Oracle EDQ
Vendors
1 85 (21.63%) Oracle
2 57 (14.50%) SAP
3 37 (9.41%) Microsoft
4 19 (4.83%) Informatica
5 18 (4.58%) IBM
6 12 (3.05%) Tableau
6 12 (3.05%) Talend
7 11 (2.80%) Splunk
8 9 (2.29%) Salesforce.com
9 8 (2.04%) Ab Initio
9 8 (2.04%) Cloudera
10 7 (1.78%) Teradata
11 5 (1.27%) Adobe
11 5 (1.27%) Temenos
12 4 (1.02%) Alteryx
12 4 (1.02%) Netezza
12 4 (1.02%) PeopleSoft
12 4 (1.02%) TIBCO
13 3 (0.76%) Vertica
13 3 (0.76%) Workday
London
Sanderson
Rate: £500 - £544 per day
Posted: 12 hours ago
Southend-On-Sea, Essex
Elevate Direct
Rate: From £349 to £465 per day
Posted: 13 hours ago
London
Proactive Appointments
Rate: £375 - £425 per day
Posted: 4 days ago
Ipswich, Suffolk
Lorien Resourcing
Posted: 5 days ago
London
Nigel Frank International
Posted: 5 days ago
Cardiff, South Glamorgan
Engage PSG
Rate: £350 - £450 per day
Posted: 6 days ago
Stirling, Stirlingshire
SanRidge Ltd
Posted: 6 days ago