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 27 March 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
27 Mar 2017
Same period 2016 Same period 2015
Rank 411 473 379
Rank change year-on-year +62 -94  
Contract jobs citing Data Mapping 172 173 264
As % of all contract IT jobs advertised in the UK 0.38% 0.32% 0.49%
As % of the Processes & Methodologies category 0.46% 0.39% 0.61%
Number of daily rates quoted 124 127 143
Median daily rate £450 £425 £406
Median daily rate % change year-on-year +5.88% +4.61%  
90% offered a daily rate of more than £354 £320 £300
10% offered a daily rate of more than £600 £550 £598
UK excluding London median daily rate £450 £400 £380
% change year-on-year +12.50% +5.26%  
Number of hourly rates quoted 0 1 3
Median hourly rate - £19.50 £18.00
Median hourly rate % change year-on-year - +8.30%  
UK excluding London median hourly rate - - £18.00

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 37338 44118 43065
As % of all contract IT job vacancies advertised in the UK 83.13% 82.88% 79.71%
Number of daily rates quoted 24672 28919 26679
Median daily rate £450 £425 £420
Median daily rate % change year-on-year +5.88% +1.31%  
90% offered a daily rate of more than £300 £300 £275
10% offered a daily rate of more than £600 £600 £575
UK excluding London median daily rate £410 £400 £396
% change year-on-year +2.50% +1.01%  
Number of hourly rates quoted 945 1114 1248
Median hourly rate £36.00 £37.50 £28.50
Median hourly rate % change year-on-year -4.00% +31.57%  
90% offered a hourly rate of more than £13.00 £13.00 £12.10
10% offered a hourly rate of more than £53.00 £55.00 £49.50
UK excluding London median hourly rate £36.25 £38.50 £30.20
% change year-on-year -5.84% +27.48%  

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 27 March 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 hourly rates quoted in IT contractor 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 27 March 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 +50 160 £450 +5.88% 15
London +34 76 £450 -10.00% 7
South East -1 21 £425 -5.55% 1
East of England +8 20 £450 +16.12%
City of London +10 19 £500 -9.09% 1
East Midlands +4 14 £500 +42.85%
North West +37 13 £525 +33.33% 2
Berkshire +37 11 £385 +10.00%
Essex +6 11 £450 +80.00%
Cheshire - 8 - - 1
Southend-on-Sea - 8 £445 -
South Wales +20 7 £400 +6.66%
Wales +15 7 £400 +6.66%
Yorkshire +7 7 £400 +14.28% 1
Derby - 7 £500 -
Derbyshire - 7 £500 -
Cardiff +26 6 £400 +6.66%
West Yorkshire +6 6 £450 +28.57% 1
West Midlands +11 5 £328 +0.76% 1
Bracknell - 5 £600 -
Leeds +3 4 £450 +30.90% 1
Surrey +3 4 £463 -2.63%
West Sussex - 4 £473 -
Cambridgeshire +8 3 £450 +12.50%
South West +6 3 £425 +21.42% 1
Cambridge +6 3 £450 +12.50%
Bedfordshire +1 3 £425 +13.33%
Northamptonshire -5 3 £475 +35.71%
Northampton - 3 £475 -
Birmingham - 3 £280 -

Data Mapping
Top 30 Co-occurring IT Skills

For the 6 months to 27 March 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.

1 106 (31.09%) SQL
2 105 (30.79%) Data Modelling
3 98 (28.74%) Finance
4 93 (27.27%) Migration
5 87 (25.51%) Data Analysis
6 84 (24.63%) ETL
7 71 (20.82%) Data Warehouse
8 66 (19.35%) Data Migration
9 65 (19.06%) Agile Software Development
10 63 (18.48%) Oracle
11 54 (15.84%) Microsoft
12 51 (14.96%) SQL Server
13 47 (13.78%) Business Analysis
14 44 (12.90%) Banking
14 44 (12.90%) Analytical Skills
15 41 (12.02%) SAP
15 41 (12.02%) XML
16 38 (11.14%) Business Intelligence
16 38 (11.14%) SQL Server Integration Services
17 37 (10.85%) Data Quality
18 34 (9.97%) Data Cleansing
19 33 (9.68%) Validation
20 32 (9.38%) Data Management
21 31 (9.09%) ERP
21 31 (9.09%) Big Data
22 29 (8.50%) Data Architecture
22 29 (8.50%) MS Excel
23 27 (7.92%) Data Governance
24 26 (7.62%) Informatica
25 25 (7.33%) Data Transformation

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 7 (2.05%) Confluence
2 6 (1.76%) Mule
2 6 (1.76%) PowerExchange
3 5 (1.47%) SAS
3 5 (1.47%) WebSphere
4 4 (1.17%) Apache
4 4 (1.17%) JBoss
4 4 (1.17%) SharePoint
5 3 (0.88%) Apache Solr
5 3 (0.88%) Apache Spark
5 3 (0.88%) Elasticsearch
5 3 (0.88%) Oracle SOA Suite
5 3 (0.88%) Tomcat
6 2 (0.59%) Apache Pig
7 1 (0.29%) Adobe Experience Manager
7 1 (0.29%) IIS
7 1 (0.29%) Mule ESB
7 1 (0.29%) Oracle Self-Service HR
7 1 (0.29%) SharePoint Server
7 1 (0.29%) WebLogic
Applications
1 29 (8.50%) MS Excel
2 20 (5.87%) MS Office
3 10 (2.93%) MS Visio
4 7 (2.05%) MS PowerPoint
5 3 (0.88%) MS Project
Business Applications
1 9 (2.64%) SAP ERP
1 9 (2.64%) SAP HR
2 8 (2.35%) SAP SD
3 7 (2.05%) Dynamics CRM
3 7 (2.05%) Maximo
4 3 (0.88%) Oracle Utilities
4 3 (0.88%) SAP CO
4 3 (0.88%) SAP FI
4 3 (0.88%) SAP FI/CO
4 3 (0.88%) SAP Oil and Gas
4 3 (0.88%) Temenos T24
5 2 (0.59%) Dynamics NAV
5 2 (0.59%) SAP Hybris
6 1 (0.29%) Dynamics AX
6 1 (0.29%) Oracle BPM
6 1 (0.29%) Oracle EBS R12
6 1 (0.29%) Primavera
6 1 (0.29%) Remedy ITSM
6 1 (0.29%) SAP FI-AA
6 1 (0.29%) SAP HCM
Cloud Services
1 12 (3.52%) Office 365
2 7 (2.05%) Amazon AWS
3 5 (1.47%) Microsoft Azure
4 4 (1.17%) SuccessFactors
5 3 (0.88%) Cloud Computing
5 3 (0.88%) GitHub
Communications & Networking
1 6 (1.76%) LDAP
2 2 (0.59%) Network Security
Database & Business Intelligence
1 71 (20.82%) Data Warehouse
2 51 (14.96%) SQL Server
3 38 (11.14%) SQL Server Integration Services
4 31 (9.09%) Big Data
5 19 (5.57%) SQL Server Reporting Services
6 17 (4.99%) Oracle Database
7 13 (3.81%) Hadoop
8 12 (3.52%) MySQL
8 12 (3.52%) QlikView
8 12 (3.52%) Relational Database
9 8 (2.35%) Data Mining
9 8 (2.35%) Ingres
9 8 (2.35%) Power BI
9 8 (2.35%) PowerCenter
9 8 (2.35%) SQL Server 2008
10 7 (2.05%) BusinessObjects
10 7 (2.05%) DB2
11 5 (1.47%) DataStage
11 5 (1.47%) IBM InfoSphere
11 5 (1.47%) SQL Server Analysis Services
Development Applications
1 10 (2.93%) LSMW
1 10 (2.93%) Talend Open Studio
2 8 (2.35%) ERwin
2 8 (2.35%) JIRA
2 8 (2.35%) PowerDesigner
2 8 (2.35%) Team Foundation Server
3 6 (1.76%) Jenkins
4 5 (1.47%) Visual Studio
5 3 (0.88%) Bitbucket
5 3 (0.88%) Eclipse
5 3 (0.88%) Git (software)
5 3 (0.88%) Hudson
5 3 (0.88%) Oracle APEX
5 3 (0.88%) TeamCity
6 2 (0.59%) Subversion
7 1 (0.29%) Toad
General
1 98 (28.74%) Finance
2 44 (12.90%) Banking
3 13 (3.81%) Billing
3 13 (3.81%) Investment Banking
3 13 (3.81%) Retail
4 12 (3.52%) Manufacturing
5 9 (2.64%) Marketing
6 6 (1.76%) Legal
7 5 (1.47%) Back Office
8 4 (1.17%) Retail Banking
9 3 (0.88%) Front Office
10 2 (0.59%) Advertising
10 2 (0.59%) Corporate Banking
10 2 (0.59%) Telecoms
11 1 (0.29%) Automotive
11 1 (0.29%) Financial Institution
11 1 (0.29%) Games
11 1 (0.29%) Pharmaceutical
11 1 (0.29%) Prime Brokerage
11 1 (0.29%) Publishing
Job Titles
1 168 (49.27%) Analyst
2 82 (24.05%) Business Analyst
3 65 (19.06%) Data Analyst
4 43 (12.61%) Consultant
5 42 (12.32%) Developer
6 41 (12.02%) Architect
7 34 (9.97%) Data Business Analyst
8 23 (6.74%) Data Architect
9 21 (6.16%) SQL Developer
10 15 (4.40%) SAP Consultant
11 14 (4.11%) ETL Developer
12 13 (3.81%) Migration Analyst
12 13 (3.81%) Technical Analyst
13 12 (3.52%) Senior Analyst
14 11 (3.23%) Data Migration Analyst
15 10 (2.93%) Data Manager
15 10 (2.93%) SQL Analyst
16 9 (2.64%) Data Migration Specialist
16 9 (2.64%) Migration Specialist
16 9 (2.64%) Splunk Consultant
Libraries, Frameworks & Software Standards
1 41 (12.02%) XML
2 22 (6.45%) Middleware
3 12 (3.52%) XML Schema
4 9 (2.64%) BAPI
5 8 (2.35%) JSON
5 8 (2.35%) SOAP
5 8 (2.35%) XSLT
6 7 (2.05%) .NET
6 7 (2.05%) REST
7 6 (1.76%) CSS
7 6 (1.76%) J2EE
7 6 (1.76%) jQuery
7 6 (1.76%) Struts
7 6 (1.76%) Web Services
8 5 (1.47%) AngularJS
9 4 (1.17%) Visualforce
9 4 (1.17%) XML Messaging
9 4 (1.17%) XSD
10 3 (0.88%) Hibernate
10 3 (0.88%) JSP
Miscellaneous
1 44 (12.90%) Analytical Skills
2 24 (7.04%) Data Structures
3 17 (4.99%) Management Information System
4 8 (2.35%) Reference Data
5 7 (2.05%) Enterprise Software
6 6 (1.76%) Foreign Exchange (FX)
7 5 (1.47%) Computer Science
7 5 (1.47%) N-Tier
7 5 (1.47%) SWIFT
8 4 (1.17%) Data Centre
8 4 (1.17%) Derivative
8 4 (1.17%) Equities
8 4 (1.17%) Mainframe
9 3 (0.88%) Data Protection Act
9 3 (0.88%) Distributed Denial-of-Service
9 3 (0.88%) FMCG
9 3 (0.88%) iSeries
9 3 (0.88%) Linux Command Line
9 3 (0.88%) Reinsurance
9 3 (0.88%) User Experience
Operating Systems
1 13 (3.81%) Linux
2 9 (2.64%) Windows
3 1 (0.29%) Android
3 1 (0.29%) Unix
3 1 (0.29%) Windows 10
Processes & Methodologies
1 105 (30.79%) Data Modelling
2 93 (27.27%) Migration
3 87 (25.51%) Data Analysis
4 84 (24.63%) ETL
5 66 (19.35%) Data Migration
6 65 (19.06%) Agile Software Development
7 47 (13.78%) Business Analysis
8 38 (11.14%) Business Intelligence
9 34 (9.97%) Data Cleansing
10 33 (9.68%) Validation
11 32 (9.38%) Data Management
12 31 (9.09%) ERP
13 29 (8.50%) Data Architecture
14 27 (7.92%) Data Governance
15 25 (7.33%) Data Transformation
16 22 (6.45%) Stakeholder Management
17 21 (6.16%) Data Integration
17 21 (6.16%) UML
17 21 (6.16%) User Stories
18 20 (5.87%) CRM
Programming Languages
1 106 (31.09%) SQL
2 20 (5.87%) T-SQL
3 18 (5.28%) C#
4 12 (3.52%) Java
5 10 (2.93%) ABAP
5 10 (2.93%) PL/SQL
6 5 (1.47%) VBA
7 4 (1.17%) Apex Code
7 4 (1.17%) JavaScript
7 4 (1.17%) Shell Script
7 4 (1.17%) SOQL
7 4 (1.17%) SOSL
8 1 (0.29%) Bash Shell
8 1 (0.29%) C
8 1 (0.29%) Korn
8 1 (0.29%) PowerShell
8 1 (0.29%) SAS Macro
Qualifications
1 21 (6.16%) Degree
2 20 (5.87%) Security Cleared
3 16 (4.69%) SC Cleared
4 5 (1.47%) CISSP
5 3 (0.88%) CISA
5 3 (0.88%) CISM
5 3 (0.88%) ISEB
6 2 (0.59%) ACCA
6 2 (0.59%) BPSS Clearance
7 1 (0.29%) IBM Certification
7 1 (0.29%) ITIL Certification
Quality Assurance & Compliance
1 37 (10.85%) Data Quality
2 10 (2.93%) GDPR
3 5 (1.47%) PCI DSS
4 4 (1.17%) Dodd-Frank
4 4 (1.17%) EMIR
4 4 (1.17%) FATCA
4 4 (1.17%) ISO20022
4 4 (1.17%) MiFID
4 4 (1.17%) QA
4 4 (1.17%) Sarbanes-Oxley
5 3 (0.88%) FedRAMP
5 3 (0.88%) Solvency II
6 2 (0.59%) Disclosure Scotland
6 2 (0.59%) IFRS
7 1 (0.29%) CDISC
7 1 (0.29%) GAAP
7 1 (0.29%) HL7
System Software
1 9 (2.64%) Active Directory
2 4 (1.17%) Oracle RAC
3 3 (0.88%) Apache Flume
4 2 (0.59%) HDFS
5 1 (0.29%) Docker
5 1 (0.29%) Shibboleth
Systems Management
1 8 (2.35%) Forefront Identity Manager
2 4 (1.17%) MOM
3 3 (0.88%) Kibana
3 3 (0.88%) logstash
3 3 (0.88%) Oracle RMAN
4 1 (0.29%) Control-M
Vendors
1 63 (18.48%) Oracle
2 54 (15.84%) Microsoft
3 41 (12.02%) SAP
4 26 (7.62%) Informatica
5 20 (5.87%) Teradata
6 13 (3.81%) IBM
7 12 (3.52%) Splunk
8 11 (3.23%) Netezza
9 10 (2.93%) Greenplum
9 10 (2.93%) Tableau
9 10 (2.93%) Talend
9 10 (2.93%) Vertica
10 8 (2.35%) Salesforce.com
11 6 (1.76%) Ab Initio
12 5 (1.47%) Actimize
12 5 (1.47%) Cognos
13 4 (1.17%) Cloudera
14 3 (0.88%) JD Edwards
14 3 (0.88%) Northgate
14 3 (0.88%) PeopleSoft
City, London
I3
Rate: £300 - £500 per day
Posted: 9 hours ago
Durham, County Durham
Lorien Resourcing
Rate: £200 - £225 per month
Posted: 6 days ago