Period
to 14 August 2018

The following table provides summary statistics for contract job vacancies advertised in the South East 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 14 August 2018 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 > South East
6 months to
14 Aug 2018
Same period 2017 Same period 2016
Rank 301 325 329
Rank change year-on-year +24 +4 0
Contract jobs citing Data Mapping 90 42 69
As % of all contract IT jobs advertised in the South East 0.54% 0.26% 0.38%
As % of the Processes & Methodologies category 0.63% 0.31% 0.45%
Number of daily rates quoted 59 26 47
South East median daily rate £438 £438 £450
Median daily rate % change year-on-year - -2.78% +5.88%
10th Percentile £353 £300 £350
90th Percentile £540 £681 £575
England median daily rate £438 £425 £425
% change year-on-year +2.94% - +1.19%
Number of hourly rates quoted 2 1 0
South East median hourly rate £49.75 £16.75 -
Median hourly rate % change year-on-year +197.01% - -
England median hourly rate £56.25 £19.13 -
% change year-on-year +194.12% - -

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 the South East with a requirement for process or methodology skills.

All Process and Methodology Skills
South East
Contract vacancies with a requirement for process or methodology skills 14,290 13,413 15,340
As % of all contract IT jobs advertised in the South East 85.56% 84.02% 83.52%
Number of daily rates quoted 8,502 7,793 9,403
South East median daily rate £430 £415 £400
Median daily rate % change year-on-year +3.61% +3.75% +5.96%
10th Percentile £275 £263 £256
90th Percentile £588 £569 £550
England median daily rate £463 £450 £425
% change year-on-year +2.78% +5.88% +4.29%
Number of hourly rates quoted 500 485 555
South East median hourly rate £24.88 £19.66 £23.00
Median hourly rate % change year-on-year +26.53% -14.52% +2.22%
10th Percentile £11.17 £11.25 £12.00
90th Percentile £51.00 £49.50 £50.00
England median hourly rate £21.50 £23.50 £23.56
% change year-on-year -8.51% -0.24% +8.86%

Data Mapping
Job Vacancy Trend in the South East

Job postings citing Data Mapping as a percentage of all IT jobs advertised in the South East.

Job vacancy trend for Data Mapping in the South East

Data Mapping
Contractor Daily Rate Trend in the South East

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

Contractor daily rate trend for Data Mapping in the South East

Data Mapping
Contractor Daily Rate Histogram in the South East

The daily rate distribution of IT jobs citing Data Mapping in the South East over the 6 months to 14 August 2018.

Contractor daily rate histogram for Data Mapping in the South East

Data Mapping
Contractor Hourly Rate Trend in the South East

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

Contractor hourly rate trend for Data Mapping in the South East

Data Mapping
Contractor Hourly Rate Histogram in the South East

The hourly rate distribution of IT jobs citing Data Mapping in the South East over the 6 months to 14 August 2018.

Contractor hourly rate histogram for Data Mapping in the South East

Data Mapping
Contract Job Locations in the South East

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 South East region over the 6 months to 14 August 2018. 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
Thames Valley +3 43 £425 -22.73% 4
Berkshire -9 26 £425 -29.17% 3
Surrey -10 26 £425 -11.69% 1
Hampshire +8 16 £463 - 1
Buckinghamshire +21 13 £500 +14.29% 1
West Sussex -1 5 £415 +19.42%
Oxfordshire - 4 £438 -
Kent - 1 - -
Data Mapping
England

For the 6 months to 14 August 2018, IT contractor jobs citing Data Mapping also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the South East region with a requirement for Data Mapping.

1 39 (43.33%) Migration
2 31 (34.44%) SAP
2 31 (34.44%) Analytics
3 30 (33.33%) Data Migration
3 30 (33.33%) SQL
3 30 (33.33%) ETL
4 26 (28.89%) Oracle
5 25 (27.78%) Data Quality
5 25 (27.78%) Big Data
6 24 (26.67%) Data Lake
7 23 (25.56%) Finance
8 22 (24.44%) Data Management
9 19 (21.11%) SQL Server
10 17 (18.89%) ERP
10 17 (18.89%) Hadoop
11 16 (17.78%) Data Architecture
11 16 (17.78%) Data Modelling
11 16 (17.78%) Relational Database
11 16 (17.78%) Analytical Skills
12 15 (16.67%) Data Warehouse
12 15 (16.67%) Disaster Recovery
12 15 (16.67%) Agile Software Development
13 13 (14.44%) Business Intelligence
13 13 (14.44%) NoSQL
14 12 (13.33%) High Availability
14 12 (13.33%) Talend
14 12 (13.33%) Business Analytics
14 12 (13.33%) Security Cleared
14 12 (13.33%) OLAP
14 12 (13.33%) Project Management

Data Mapping
Co-occurring IT Skills in the South East 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 (8.89%) SAS
2 3 (3.33%) Apache Spark
2 3 (3.33%) BizTalk Server
3 2 (2.22%) Oracle SOA Suite
4 1 (1.11%) Apache
Applications
1 9 (10.00%) Microsoft Excel
2 4 (4.44%) MS Visio
3 1 (1.11%) Microsoft PowerPoint
3 1 (1.11%) Microsoft Project
Business Applications
1 8 (8.89%) SAP MM
2 7 (7.78%) SAP APO
2 7 (7.78%) SAP HR
3 6 (6.67%) SAP ERP
4 5 (5.56%) SAP MDM
5 4 (4.44%) Oracle EBS R12
6 3 (3.33%) CSG Singleview
6 3 (3.33%) Dynamics AX
6 3 (3.33%) Oracle Payables
6 3 (3.33%) Oracle Receivables
7 2 (2.22%) SAP S/4HANA
7 2 (2.22%) Workday HCM
8 1 (1.11%) BusinessWare
8 1 (1.11%) Oracle CRM
8 1 (1.11%) Oracle Procure-to-Pay
8 1 (1.11%) SAP HCM
8 1 (1.11%) SAP Oil and Gas
Cloud Services
1 3 (3.33%) Azure Data Factory
1 3 (3.33%) Microsoft Azure
2 2 (2.22%) Boomi
2 2 (2.22%) SuccessFactors
3 1 (1.11%) Oracle Service Cloud
3 1 (1.11%) SaaS
Communications & Networking
1 3 (3.33%) FTP
1 3 (3.33%) HTTP
1 3 (3.33%) SMTP
2 1 (1.11%) SMS
Database & Business Intelligence
1 25 (27.78%) Big Data
2 24 (26.67%) Data Lake
3 19 (21.11%) SQL Server
4 17 (18.89%) Hadoop
5 16 (17.78%) Relational Database
6 15 (16.67%) Data Warehouse
7 13 (14.44%) NoSQL
8 12 (13.33%) OLAP
9 11 (12.22%) Apache Hive
10 10 (11.11%) SQL Server 2012
10 10 (11.11%) SQL Server Integration Services
11 8 (8.89%) SAP HANA
12 7 (7.78%) Oracle OLAP
12 7 (7.78%) SAP BW
13 5 (5.56%) MS Access
13 5 (5.56%) SAP Data Services
13 5 (5.56%) SQL Server 2008
14 3 (3.33%) HDInsight
14 3 (3.33%) Power BI
14 3 (3.33%) SQL Server 2014
Development Applications
1 6 (6.67%) JIRA
2 4 (4.44%) Visual Studio Team System
3 3 (3.33%) Git (software)
3 3 (3.33%) Team Foundation Server
3 3 (3.33%) Visual Studio
4 2 (2.22%) LSMW
5 1 (1.11%) Oracle Forms
General
1 23 (25.56%) Finance
2 8 (8.89%) Retail
3 4 (4.44%) Billing
4 3 (3.33%) Legal
4 3 (3.33%) Pharmaceutical
5 2 (2.22%) Telecoms
6 1 (1.11%) Dutch Language
6 1 (1.11%) French Language
6 1 (1.11%) German Language
6 1 (1.11%) Italian Language
6 1 (1.11%) Law
6 1 (1.11%) Marketing
6 1 (1.11%) Spanish Language
Job Titles
1 47 (52.22%) Analyst
2 27 (30.00%) Data Analyst
3 22 (24.44%) Developer
4 14 (15.56%) Business Analyst
5 11 (12.22%) Architect
6 9 (10.00%) SAP Analyst
7 8 (8.89%) Migration Analyst
8 7 (7.78%) Data Migration Analyst
8 7 (7.78%) GDPR Business Analyst
8 7 (7.78%) Hadoop Developer
8 7 (7.78%) Oracle Developer
8 7 (7.78%) SAP Data Analyst
9 6 (6.67%) Data Architect
9 6 (6.67%) Senior Analyst
9 6 (6.67%) Senior Developer
10 5 (5.56%) Consultant
10 5 (5.56%) Data Business Analyst
10 5 (5.56%) Senior Data Analyst
11 4 (4.44%) Data Migration Lead
11 4 (4.44%) Financial Analyst
Libraries, Frameworks & Software Standards
1 7 (7.78%) .NET
1 7 (7.78%) XML
2 5 (5.56%) XSD
3 4 (4.44%) IDoc
3 4 (4.44%) Kafka
4 3 (3.33%) Middleware
4 3 (3.33%) MSMQ
4 3 (3.33%) REST
4 3 (3.33%) SOAP
4 3 (3.33%) WCF
4 3 (3.33%) Web Services
4 3 (3.33%) XSLT
5 2 (2.22%) EDI
5 2 (2.22%) JSON
5 2 (2.22%) LDAP
5 2 (2.22%) SAP ALE
5 2 (2.22%) SAP PI
5 2 (2.22%) XML Schema
Miscellaneous
1 16 (17.78%) Analytical Skills
2 8 (8.89%) Management Information System
3 5 (5.56%) Reference Data
4 4 (4.44%) AS400
4 4 (4.44%) Data Structures
5 3 (3.33%) Data Protection Act
5 3 (3.33%) Self-Motivation
6 2 (2.22%) Enterprise Software
7 1 (1.11%) Driving Licence
Operating Systems
1 2 (2.22%) AIX
2 1 (1.11%) Linux
2 1 (1.11%) Unix
Processes & Methodologies
1 39 (43.33%) Migration
2 31 (34.44%) Analytics
3 30 (33.33%) Data Migration
3 30 (33.33%) ETL
4 22 (24.44%) Data Management
5 17 (18.89%) ERP
6 16 (17.78%) Data Architecture
6 16 (17.78%) Data Modelling
7 15 (16.67%) Agile Software Development
7 15 (16.67%) Disaster Recovery
8 13 (14.44%) Business Intelligence
9 12 (13.33%) Business Analytics
9 12 (13.33%) High Availability
9 12 (13.33%) Project Management
9 12 (13.33%) SDLC
10 11 (12.22%) Data Cleansing
11 10 (11.11%) User Acceptance Testing
12 9 (10.00%) Incident Management
12 9 (10.00%) Problem Management
12 9 (10.00%) Stakeholder Management
Programming Languages
1 30 (33.33%) SQL
2 7 (7.78%) T-SQL
3 5 (5.56%) Java
3 5 (5.56%) VB
4 3 (3.33%) C#
4 3 (3.33%) PowerShell
4 3 (3.33%) Shell Script
4 3 (3.33%) VBA
5 2 (2.22%) ABAP
5 2 (2.22%) PL/SQL
6 1 (1.11%) JavaScript
6 1 (1.11%) Python
6 1 (1.11%) R
6 1 (1.11%) Scala
Qualifications
1 12 (13.33%) Security Cleared
2 11 (12.22%) SC Cleared
3 8 (8.89%) Degree
4 5 (5.56%) ISEB
5 2 (2.22%) CBAP
5 2 (2.22%) IIBA
6 1 (1.11%) ISEB Practitioner
Quality Assurance & Compliance
1 25 (27.78%) Data Quality
2 10 (11.11%) GDPR
3 3 (3.33%) PMO
4 2 (2.22%) ISO/IEC 27001
4 2 (2.22%) SLA
5 1 (1.11%) Sarbanes-Oxley
System Software
1 2 (2.22%) Oracle RAC
Systems Management
1 6 (6.67%) HP ALM
2 2 (2.22%) MOM
2 2 (2.22%) Single Sign-On
3 1 (1.11%) Ambari
3 1 (1.11%) Ganglia
3 1 (1.11%) Nagios
Vendors
1 31 (34.44%) SAP
2 26 (28.89%) Oracle
3 12 (13.33%) Talend
4 9 (10.00%) Ab Initio
5 8 (8.89%) Informatica
6 7 (7.78%) Cloudera
7 6 (6.67%) HP
8 5 (5.56%) JD Edwards
8 5 (5.56%) Workday
9 4 (4.44%) Microsoft
10 2 (2.22%) Dell
10 2 (2.22%) Remedy
10 2 (2.22%) Tableau
10 2 (2.22%) webMethods
11 1 (1.11%) Ariba
11 1 (1.11%) Hortonworks
11 1 (1.11%) Imperva
11 1 (1.11%) MapR
11 1 (1.11%) Vitria