The following table provides summary statistics for contract job vacancies advertised in London 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
England / London
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 310 355 304
Rank change year-on-year +45 -51  
Contract jobs citing Data Mapping 108 69 133
As % of all contract IT jobs advertised in London 0.53% 0.32% 0.57%
As % of the Processes & Methodologies category 0.61% 0.38% 0.69%
Number of daily rates quoted 70 49 97
Median daily rate £444 £450 £425
Median daily rate % change year-on-year -1.38% +5.88%  
90% offered a daily rate of more than £313 £300 £312
10% offered a daily rate of more than £566 £580 £535
UK excluding London median daily rate £411 £400 £350
% change year-on-year +2.81% +14.28%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
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 London with a requirement for process and methodology skills.

Contract Process & Methodology Skills
London
Contract job vacancies with a requirement for process and methodology skills 17729 18243 19239
As % of all contract IT job vacancies advertised in London 86.64% 85.33% 82.15%
Number of daily rates quoted 12696 13342 13634
Median daily rate £500 £475 £450
Median daily rate % change year-on-year +5.26% +5.55%  
90% offered a daily rate of more than £350 £325 £310
10% offered a daily rate of more than £630 £628 £625
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 188 156 260
Median hourly rate £26.50 £21.00 £21.50
Median hourly rate % change year-on-year +26.19% -2.32%  
90% offered a hourly rate of more than £14.75 £12.50 £11.00
10% offered a hourly rate of more than £51.25 £46.00 £55.00
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 London

The job posting trend of jobs advertised in London 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 London

Data Mapping
Contractor Daily Rate Trend in London

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

Contractor daily rate trend for Data Mapping in London

Data Mapping
Contractor Daily Rate Histogram in London

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

Contractor daily rate histogram for Data Mapping in London

Data Mapping
Contractor Hourly Rate Trend in London

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

Contractor hourly rate trend for Data Mapping in London

Data Mapping
Contract Job Locations in London

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 London 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
City of London +5 13 £509 +11.75%
Data Mapping
England

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 London region with a requirement for Data Mapping.

1 73 (39.67%) SQL
2 52 (28.26%) Migration
3 49 (26.63%) Finance
4 48 (26.09%) ETL
5 44 (23.91%) Data Modelling
6 42 (22.83%) Banking
7 38 (20.65%) SQL Server
8 37 (20.11%) Oracle
8 37 (20.11%) Data Migration
9 32 (17.39%) Data Analysis
10 29 (15.76%) Microsoft
11 26 (14.13%) Data Warehouse
12 23 (12.50%) Business Analysis
12 23 (12.50%) SQL Server Integration Services
13 22 (11.96%) Data Cleansing
14 21 (11.41%) Analytical Skills
14 21 (11.41%) Microsoft Excel
14 21 (11.41%) Business Intelligence
14 21 (11.41%) XML
15 19 (10.33%) Data Management
16 18 (9.78%) Agile Software Development
16 18 (9.78%) Data Architecture
17 15 (8.15%) Team Foundation Server
17 15 (8.15%) Data Quality
17 15 (8.15%) SAP
18 14 (7.61%) Informatica
18 14 (7.61%) Change Management
18 14 (7.61%) Performance Tuning
19 13 (7.07%) Legal
19 13 (7.07%) SQL Server Reporting Services

Data Mapping
Co-occurring IT Skills in London 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 8 (4.35%) Mule
1 8 (4.35%) WebSphere
2 7 (3.80%) Apache
3 6 (3.26%) Apache Solr
3 6 (3.26%) Elasticsearch
3 6 (3.26%) JBoss
4 5 (2.72%) Tomcat
5 4 (2.17%) Apache Pig
5 4 (2.17%) Apache Spark
5 4 (2.17%) Confluence
6 3 (1.63%) Adobe Experience Manager
6 3 (1.63%) Oracle SOA Suite
6 3 (1.63%) SharePoint
7 2 (1.09%) CMS
7 2 (1.09%) SAS
7 2 (1.09%) SharePoint 2010
8 1 (0.54%) IIS
8 1 (0.54%) Oracle Self-Service HR
8 1 (0.54%) Oracle Workflow
8 1 (0.54%) WebLogic
Applications
1 21 (11.41%) Microsoft Excel
2 9 (4.89%) MS Visio
3 5 (2.72%) Microsoft Office
4 3 (1.63%) Spreadsheet
5 2 (1.09%) Microsoft Project
6 1 (0.54%) Microsoft PowerPoint
Business Applications
1 7 (3.80%) SAP S/4HANA
2 4 (2.17%) PeopleSoft HCM
3 3 (1.63%) Dynamics CRM
3 3 (1.63%) Oracle Utilities
3 3 (1.63%) Temenos T24
4 2 (1.09%) Dynamics AX
4 2 (1.09%) NetSuite
4 2 (1.09%) SAP HCM
4 2 (1.09%) SAP HR
4 2 (1.09%) SAP PM
4 2 (1.09%) Workday HCM
5 1 (0.54%) Adobe Campaign
5 1 (0.54%) Markit EDM
5 1 (0.54%) Oracle Assets
5 1 (0.54%) Oracle BPM
5 1 (0.54%) Oracle Cash Management
5 1 (0.54%) Oracle EBS R12
5 1 (0.54%) Oracle iProcurement
5 1 (0.54%) Oracle Payables
5 1 (0.54%) Oracle Receivables
Cloud Services
1 7 (3.80%) Amazon AWS
1 7 (3.80%) Taleo
2 6 (3.26%) Cloud Computing
2 6 (3.26%) Microsoft Azure
3 4 (2.17%) Salesforce Service Cloud
4 3 (1.63%) GitHub
5 2 (1.09%) SuccessFactors
6 1 (0.54%) Adobe Analytics
Communications & Networking
1 5 (2.72%) Network Security
2 3 (1.63%) LDAP
3 1 (0.54%) HTTPS
Database & Business Intelligence
1 38 (20.65%) SQL Server
2 26 (14.13%) Data Warehouse
3 23 (12.50%) SQL Server Integration Services
4 13 (7.07%) SQL Server Reporting Services
5 10 (5.43%) Big Data
6 9 (4.89%) Hadoop
6 9 (4.89%) QlikView
7 7 (3.80%) Enterprise Data Warehouse
8 6 (3.26%) DataStax
8 6 (3.26%) Oracle Database
8 6 (3.26%) Power BI
9 5 (2.72%) Apache Hive
9 5 (2.72%) HBase
9 5 (2.72%) IBM InfoSphere
9 5 (2.72%) MySQL
9 5 (2.72%) SQL Server 2008
10 4 (2.17%) Data Mining
10 4 (2.17%) DB2
10 4 (2.17%) Oracle Discoverer
10 4 (2.17%) SQLPlus
Development Applications
1 15 (8.15%) Team Foundation Server
2 9 (4.89%) Visual Studio
3 8 (4.35%) Jenkins
4 7 (3.80%) Oracle APEX
4 7 (3.80%) Talend Open Studio
5 5 (2.72%) Eclipse
5 5 (2.72%) ERwin
5 5 (2.72%) Hudson
5 5 (2.72%) JIRA
6 4 (2.17%) Git (software)
6 4 (2.17%) Oracle Forms
6 4 (2.17%) Toad
7 3 (1.63%) Bitbucket
7 3 (1.63%) TeamCity
8 2 (1.09%) LSMW
8 2 (1.09%) PowerDesigner
8 2 (1.09%) SQL Server Management Studio (SSMS)
8 2 (1.09%) Subversion
9 1 (0.54%) JIRA Agile
9 1 (0.54%) Mercurial
General
1 49 (26.63%) Finance
2 42 (22.83%) Banking
3 13 (7.07%) Legal
4 6 (3.26%) Investment Banking
4 6 (3.26%) Marketing
5 5 (2.72%) Financial Institution
5 5 (2.72%) Front Office
5 5 (2.72%) Law
6 3 (1.63%) Back Office
6 3 (1.63%) Publishing
6 3 (1.63%) Retail
7 2 (1.09%) Advertising
7 2 (1.09%) Billing
8 1 (0.54%) Corporate Banking
8 1 (0.54%) General Ledger
8 1 (0.54%) Prime Brokerage
8 1 (0.54%) Retail Banking
Job Titles
1 95 (51.63%) Analyst
2 52 (28.26%) Data Analyst
3 37 (20.11%) Business Analyst
4 34 (18.48%) Developer
5 23 (12.50%) Architect
6 18 (9.78%) Consultant
7 11 (5.98%) Data Architect
8 10 (5.43%) SQL Analyst
9 9 (4.89%) SQL Data Analyst
9 9 (4.89%) SQL Developer
10 8 (4.35%) Data Business Analyst
10 8 (4.35%) Lead Developer
10 8 (4.35%) Technical Analyst
11 7 (3.80%) Business Data Analyst
11 7 (3.80%) Data Warehouse Developer
11 7 (3.80%) Oracle Developer
11 7 (3.80%) Project Manager
11 7 (3.80%) SAP Analyst
11 7 (3.80%) SAP Data Analyst
12 6 (3.26%) Salesforce Architect
Libraries, Frameworks & Software Standards
1 21 (11.41%) XML
2 10 (5.43%) Middleware
3 9 (4.89%) CSS
3 9 (4.89%) jQuery
4 8 (4.35%) AngularJS
4 8 (4.35%) REST
4 8 (4.35%) Struts
5 7 (3.80%) HTML
5 7 (3.80%) SOAP
6 6 (3.26%) Elastic Stack
6 6 (3.26%) HTML5
6 6 (3.26%) XML Schema
7 5 (2.72%) CSS3
7 5 (2.72%) JAX-WS
7 5 (2.72%) JSON
7 5 (2.72%) RESTful
7 5 (2.72%) Spring MVC
7 5 (2.72%) Web Services
7 5 (2.72%) WebSphere MQ
7 5 (2.72%) XSLT
Miscellaneous
1 21 (11.41%) Analytical Skills
2 9 (4.89%) Management Information System
3 8 (4.35%) Data Structures
4 7 (3.80%) Computer Science
5 6 (3.26%) Distributed Denial-of-Service
5 6 (3.26%) Equities
6 5 (2.72%) Derivative
6 5 (2.72%) Enterprise Software
6 5 (2.72%) Fintech
6 5 (2.72%) Foreign Exchange (FX)
6 5 (2.72%) Greenfield Project
6 5 (2.72%) Private Cloud
7 3 (1.63%) Data Protection Act
7 3 (1.63%) Linux Command Line
7 3 (1.63%) Reference Data
8 2 (1.09%) Digital Media
8 2 (1.09%) Equity Derivative
8 2 (1.09%) Mainframe
8 2 (1.09%) SWIFT
8 2 (1.09%) Wiki
Operating Systems
1 6 (3.26%) Windows
2 5 (2.72%) Linux
3 1 (0.54%) Apple iOS
3 1 (0.54%) Unix
Processes & Methodologies
1 52 (28.26%) Migration
2 48 (26.09%) ETL
3 44 (23.91%) Data Modelling
4 37 (20.11%) Data Migration
5 32 (17.39%) Data Analysis
6 23 (12.50%) Business Analysis
7 22 (11.96%) Data Cleansing
8 21 (11.41%) Business Intelligence
9 19 (10.33%) Data Management
10 18 (9.78%) Agile Software Development
10 18 (9.78%) Data Architecture
11 14 (7.61%) Change Management
11 14 (7.61%) Performance Tuning
12 12 (6.52%) SOA
13 11 (5.98%) CRM
13 11 (5.98%) Data Protection
13 11 (5.98%) Risk Management
14 9 (4.89%) Data Governance
14 9 (4.89%) GAP Analysis
14 9 (4.89%) Open Source
Programming Languages
1 73 (39.67%) SQL
2 11 (5.98%) Java
2 11 (5.98%) PL/SQL
3 10 (5.43%) T-SQL
3 10 (5.43%) VBA
4 7 (3.80%) C#
5 6 (3.26%) JavaScript
6 4 (2.17%) Apex Code
6 4 (2.17%) C++
6 4 (2.17%) PowerShell
6 4 (2.17%) SOQL
6 4 (2.17%) SOSL
7 3 (1.63%) Shell Script
8 2 (1.09%) Data Analysis Expressions (DAX)
9 1 (0.54%) Python
9 1 (0.54%) SAS Macro
9 1 (0.54%) VB
Qualifications
1 11 (5.98%) Degree
2 6 (3.26%) CISA
2 6 (3.26%) CISM
2 6 (3.26%) CISSP
3 2 (1.09%) Computer Science Degree
3 2 (1.09%) ISEB
3 2 (1.09%) Master's Degree
4 1 (0.54%) IBM Certification
4 1 (0.54%) ISTQB Foundation Certification
4 1 (0.54%) SC Cleared
4 1 (0.54%) Security Cleared
Quality Assurance & Compliance
1 15 (8.15%) Data Quality
2 13 (7.07%) GDPR
3 8 (4.35%) MiFID
4 6 (3.26%) FedRAMP
4 6 (3.26%) PCI DSS
5 4 (2.17%) Dodd-Frank
5 4 (2.17%) EMIR
5 4 (2.17%) QA
5 4 (2.17%) Sarbanes-Oxley
6 3 (1.63%) Solvency II
7 2 (1.09%) ISO 20022
8 1 (0.54%) FATCA
8 1 (0.54%) GAAP
8 1 (0.54%) IFRS
8 1 (0.54%) IFRS 9
8 1 (0.54%) PMO
8 1 (0.54%) SLA
System Software
1 6 (3.26%) Apache Flume
2 5 (2.72%) Active Directory
2 5 (2.72%) HDFS
3 2 (1.09%) SAP ITS
4 1 (0.54%) Docker
4 1 (0.54%) Shibboleth
Systems Management
1 6 (3.26%) Kibana
1 6 (3.26%) logstash
2 5 (2.72%) Forefront Identity Manager
3 4 (2.17%) MOM
4 3 (1.63%) Oracle RMAN
Vendors
1 37 (20.11%) Oracle
2 29 (15.76%) Microsoft
3 15 (8.15%) SAP
4 14 (7.61%) Informatica
5 13 (7.07%) IBM
6 8 (4.35%) Cloudera
7 7 (3.80%) Talend
8 6 (3.26%) Ab Initio
8 6 (3.26%) Salesforce.com
8 6 (3.26%) Tableau
9 4 (2.17%) Alteryx
9 4 (2.17%) PeopleSoft
9 4 (2.17%) Teradata
10 3 (1.63%) Adobe
10 3 (1.63%) Greenplum
10 3 (1.63%) JD Edwards
10 3 (1.63%) Temenos
10 3 (1.63%) TIBCO
10 3 (1.63%) Vertica
10 3 (1.63%) Yardi
London
Proactive Appointments
Rate: £375 - £425 per day
Posted: 3 days ago
London
Nigel Frank International
Posted: 4 days ago
London
IQ Public Sector
Rate: £350.00 - £390.00 per day
Posted: 7 days ago