Period
to 25 November 2017

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 6 months to 25 November 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
6 months to
25 Nov 2017
Same period 2016 Same period 2015
Rank 408 409 401
Rank change year-on-year +1 -8 -13
Contract jobs citing Data Mapping 231 211 222
As % of all contract IT jobs advertised in London 0.49% 0.47% 0.47%
As % of the Processes & Methodologies category 0.57% 0.54% 0.56%
Number of daily rates quoted 163 140 161
London median daily rate £475 £451 £450
Median daily rate % change year-on-year +5.26% +0.28% -2.17%
10th Percentile £326 £299 £313
90th Percentile £600 £655 £575
England median daily rate £450 £450 £425
% change year-on-year - +5.88% -
Number of hourly rates quoted 1 0 1
London median hourly rate £168.00 - £100.00
England median hourly rate £35.75 £25.00 £55.50
% change year-on-year +43.00% -54.95% +270.00%

Data Mapping is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in London with a requirement for process or methodology skills.

All Process and Methodology Skills
London
Contract vacancies with a requirement for process or methodology skills 40663 38784 39345
As % of all contract IT jobs advertised in London 86.96% 86.22% 83.86%
Number of daily rates quoted 29563 27804 28095
London median daily rate £500 £475 £450
Median daily rate % change year-on-year +5.26% +5.56% +2.86%
10th Percentile £313 £306 £288
90th Percentile £675 £643 £638
England median daily rate £450 £425 £425
% change year-on-year +5.88% - +6.25%
Number of hourly rates quoted 372 405 464
London median hourly rate £22.50 £21.69 £20.62
Median hourly rate % change year-on-year +3.73% +5.19% +14.56%
10th Percentile £13.31 £12.25 £11.25
90th Percentile £57.10 £50.00 £50.00
England median hourly rate £24.00 £24.00 £22.50
% change year-on-year - +6.67% +18.42%

Data Mapping
Job Vacancy Trend in London

Job postings citing Data Mapping as a percentage of all IT jobs advertised in London.

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 6 months to 25 November 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 6 months to 25 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London -6 44 £500 - 3
West London -17 11 £450 +5.88%
South London -30 2 £369 -7.75% 1
North London - 2 £525 -
East London -8 1 £450 +50.00% 2
Data Mapping
England

For the 6 months to 25 November 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 78 (33.77%) SQL
2 68 (29.44%) Finance
3 62 (26.84%) Data Modelling
4 52 (22.51%) Banking
5 49 (21.21%) Data Analysis
6 47 (20.35%) GDPR
7 45 (19.48%) Migration
8 44 (19.05%) Business Intelligence
9 39 (16.88%) ETL
10 36 (15.58%) Data Migration
11 31 (13.42%) Data Protection
12 30 (12.99%) Data Warehouse
13 29 (12.55%) Stakeholder Management
14 28 (12.12%) Business Analysis
15 26 (11.26%) SQL Server
16 25 (10.82%) Legal
17 24 (10.39%) Agile Software Development
17 24 (10.39%) MS Visio
18 23 (9.96%) Analytical Skills
18 23 (9.96%) Data Architecture
19 21 (9.09%) Systems Analysis
20 20 (8.66%) Microsoft
20 20 (8.66%) GAP Analysis
20 20 (8.66%) Data Cleansing
21 19 (8.23%) Microsoft Excel
22 18 (7.79%) JIRA
23 17 (7.36%) SQL Server Integration Services
23 17 (7.36%) Oracle
24 16 (6.93%) Project Management
24 16 (6.93%) Retail

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 5 (2.16%) SharePoint
2 3 (1.30%) SAS
2 3 (1.30%) WebSphere
3 2 (0.87%) Apache Pig
3 2 (0.87%) Apache Solr
3 2 (0.87%) Apache Spark
3 2 (0.87%) Elasticsearch
3 2 (0.87%) Mule
3 2 (0.87%) SharePoint 2010
4 1 (0.43%) Apache
4 1 (0.43%) Confluence
4 1 (0.43%) JBoss
4 1 (0.43%) Oracle SOA Suite
4 1 (0.43%) Tomcat
Applications
1 24 (10.39%) MS Visio
2 19 (8.23%) Microsoft Excel
3 15 (6.49%) Microsoft Office
4 14 (6.06%) Microsoft Project
5 2 (0.87%) Spreadsheet
6 1 (0.43%) Mingle
Business Applications
1 7 (3.03%) NetSuite
2 4 (1.73%) Dynamics CRM
3 3 (1.30%) Algo Collateral
4 2 (0.87%) SAP CO
4 2 (0.87%) SAP FI
4 2 (0.87%) SAP FI/CO
4 2 (0.87%) Workday HCM
5 1 (0.43%) Hyperion Planning
5 1 (0.43%) Oracle Retail
5 1 (0.43%) SAP S/4HANA
Cloud Services
1 6 (2.60%) Boomi
2 4 (1.73%) Amazon AWS
2 4 (1.73%) Salesforce Sales Cloud
3 2 (0.87%) Cloud Computing
3 2 (0.87%) Microsoft Azure
4 1 (0.43%) IBM Blueworks
4 1 (0.43%) SuccessFactors
Communications & Networking
1 2 (0.87%) Network Security
2 1 (0.43%) FTP
2 1 (0.43%) Internet
Database & Business Intelligence
1 30 (12.99%) Data Warehouse
2 26 (11.26%) SQL Server
3 17 (7.36%) SQL Server Integration Services
4 13 (5.63%) SQL Server Analysis Services
5 12 (5.19%) Big Data
5 12 (5.19%) SQL Server Reporting Services
6 11 (4.76%) Power BI
7 9 (3.90%) QlikView
8 7 (3.03%) Hadoop
8 7 (3.03%) SQL Server 2016
9 6 (2.60%) OLAP
10 5 (2.16%) MS Access
10 5 (2.16%) Oracle Discoverer
11 4 (1.73%) BusinessObjects
11 4 (1.73%) DataStage
11 4 (1.73%) Oracle BI EE
11 4 (1.73%) Oracle OLAP
11 4 (1.73%) PowerPivot
11 4 (1.73%) Qlik Sense
11 4 (1.73%) Snowflake Schema
Development Applications
1 18 (7.79%) JIRA
2 7 (3.03%) Team Foundation Server
3 6 (2.60%) ERwin
4 4 (1.73%) Visual Studio
5 3 (1.30%) Toad
6 2 (0.87%) Eclipse
6 2 (0.87%) JIRA Agile
6 2 (0.87%) Talend Open Studio
7 1 (0.43%) Cucumber
7 1 (0.43%) FitNesse
7 1 (0.43%) Hudson
7 1 (0.43%) Jenkins
7 1 (0.43%) LSMW
7 1 (0.43%) Oracle APEX
7 1 (0.43%) Oracle Forms
7 1 (0.43%) SoapUI
7 1 (0.43%) SpecFlow
General
1 68 (29.44%) Finance
2 52 (22.51%) Banking
3 25 (10.82%) Legal
4 16 (6.93%) Retail
5 15 (6.49%) Law
6 12 (5.19%) Marketing
7 9 (3.90%) Investment Banking
8 8 (3.46%) Front Office
9 6 (2.60%) Wholesale Banking
10 5 (2.16%) Pharmaceutical
10 5 (2.16%) Publishing
11 3 (1.30%) Advertising
12 2 (0.87%) Back Office
12 2 (0.87%) Manufacturing
12 2 (0.87%) Prime Brokerage
12 2 (0.87%) Private Banking
12 2 (0.87%) Retail Banking
13 1 (0.43%) Automotive
13 1 (0.43%) Billing
13 1 (0.43%) Corporate Banking
Job Titles
1 127 (54.98%) Analyst
2 80 (34.63%) Business Analyst
3 46 (19.91%) Data Analyst
4 31 (13.42%) Architect
5 26 (11.26%) Developer
6 24 (10.39%) Data Business Analyst
7 19 (8.23%) Data Architect
8 16 (6.93%) GDPR Business Analyst
9 15 (6.49%) Consultant
10 13 (5.63%) Banking Analyst
11 11 (4.76%) Banking Business Analyst
11 11 (4.76%) Project Manager
12 10 (4.33%) Legal Analyst
13 9 (3.90%) Business Data Analyst
13 9 (3.90%) Business Intelligence Developer
13 9 (3.90%) SQL Developer
14 8 (3.46%) Data Consultant
14 8 (3.46%) Data Modeller
14 8 (3.46%) SQL Analyst
15 7 (3.03%) Data Manager
Libraries, Frameworks & Software Standards
1 14 (6.06%) XML
2 8 (3.46%) Middleware
3 7 (3.03%) FpML
4 6 (2.60%) REST
5 4 (1.73%) JSON
5 4 (1.73%) Web Services
6 3 (1.30%) CSS
6 3 (1.30%) HTML
6 3 (1.30%) Oracle Fusion
6 3 (1.30%) XML Schema
6 3 (1.30%) XSD
7 2 (0.87%) AngularJS
7 2 (0.87%) COM
7 2 (0.87%) CSS3
7 2 (0.87%) FIX Protocol
7 2 (0.87%) HTML5
7 2 (0.87%) jQuery
7 2 (0.87%) MDX
7 2 (0.87%) RESTful
7 2 (0.87%) SOAP
Miscellaneous
1 23 (9.96%) Analytical Skills
2 11 (4.76%) Derivative
3 9 (3.90%) Fixed Income
4 8 (3.46%) Foreign Exchange (FX)
5 7 (3.03%) Equities
6 6 (2.60%) Data Protection Act
6 6 (2.60%) Fintech
6 6 (2.60%) Greenfield Project
7 5 (2.16%) Computer Science
7 5 (2.16%) Data Structures
7 5 (2.16%) Market Risk
8 4 (1.73%) Equity Derivative
9 3 (1.30%) Management Information System
9 3 (1.30%) Reference Data
9 3 (1.30%) Wiki
10 2 (0.87%) CMDB
10 2 (0.87%) Data Centre
10 2 (0.87%) Private Cloud
10 2 (0.87%) Reinsurance
10 2 (0.87%) User Experience
Operating Systems
1 2 (0.87%) Linux
2 1 (0.43%) Oracle Linux
2 1 (0.43%) Unix
2 1 (0.43%) Windows
Processes & Methodologies
1 62 (26.84%) Data Modelling
2 49 (21.21%) Data Analysis
3 45 (19.48%) Migration
4 44 (19.05%) Business Intelligence
5 39 (16.88%) ETL
6 36 (15.58%) Data Migration
7 31 (13.42%) Data Protection
8 29 (12.55%) Stakeholder Management
9 28 (12.12%) Business Analysis
10 24 (10.39%) Agile Software Development
11 23 (9.96%) Data Architecture
12 21 (9.09%) Systems Analysis
13 20 (8.66%) Data Cleansing
13 20 (8.66%) GAP Analysis
14 16 (6.93%) Project Management
15 14 (6.06%) Change Management
15 14 (6.06%) CRM
16 13 (5.63%) Data Extraction
16 13 (5.63%) Data Integration
16 13 (5.63%) Data Management
Programming Languages
1 78 (33.77%) SQL
2 9 (3.90%) PL/SQL
2 9 (3.90%) T-SQL
3 7 (3.03%) Data Analysis Expressions (DAX)
4 6 (2.60%) VBA
5 3 (1.30%) R
5 3 (1.30%) Scala
6 2 (0.87%) Java
6 2 (0.87%) JavaScript
6 2 (0.87%) Python
6 2 (0.87%) SAS Macro
7 1 (0.43%) Ruby
Qualifications
1 11 (4.76%) Degree
2 4 (1.73%) Computer Science Degree
3 3 (1.30%) ISEB
3 3 (1.30%) Security Cleared
4 2 (0.87%) CISA
4 2 (0.87%) CISM
4 2 (0.87%) CISSP
4 2 (0.87%) PMI Certification
4 2 (0.87%) SC Cleared
5 1 (0.43%) CBAP
5 1 (0.43%) IIBA
5 1 (0.43%) ISEB Practitioner
5 1 (0.43%) PMP
Quality Assurance & Compliance
1 47 (20.35%) GDPR
2 16 (6.93%) Data Quality
3 8 (3.46%) MiFID
4 5 (2.16%) ISO/IEC 27001
4 5 (2.16%) SLA
5 4 (1.73%) EMIR
5 4 (1.73%) PCI DSS
6 3 (1.30%) Dodd-Frank
6 3 (1.30%) QA
7 2 (0.87%) FedRAMP
7 2 (0.87%) Solvency II
8 1 (0.43%) Cyber Essentials
8 1 (0.43%) FATCA
8 1 (0.43%) GAAP
8 1 (0.43%) IFRS
8 1 (0.43%) IFRS 9
8 1 (0.43%) ISO 14001
8 1 (0.43%) ISO 9001
8 1 (0.43%) PMO
8 1 (0.43%) Sarbanes-Oxley
System Software
1 3 (1.30%) Virtual Machines
2 2 (0.87%) Apache Flume
2 2 (0.87%) HDFS
3 1 (0.43%) Docker
3 1 (0.43%) Oracle Clusterware
3 1 (0.43%) Oracle RAC
Systems Management
1 2 (0.87%) Kibana
1 2 (0.87%) logstash
2 1 (0.43%) Data Guard
2 1 (0.43%) HP Quality Center
2 1 (0.43%) Oracle Flashback
2 1 (0.43%) Oracle RMAN
Vendors
1 20 (8.66%) Microsoft
2 17 (7.36%) Oracle
3 12 (5.19%) SAP
4 11 (4.76%) Salesforce.com
5 10 (4.33%) Informatica
6 7 (3.03%) Tableau
7 6 (2.60%) IBM
7 6 (2.60%) MuleSoft
8 4 (1.73%) Cognos
9 3 (1.30%) Calypso
9 3 (1.30%) Workday
9 3 (1.30%) Yardi
10 2 (0.87%) Bloomberg
10 2 (0.87%) Cloudera
10 2 (0.87%) Reuters
10 2 (0.87%) Talend
10 2 (0.87%) Teradata
11 1 (0.43%) Ab Initio
11 1 (0.43%) ATG
11 1 (0.43%) IBM Sterling