Period
to 16 November 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 16 November 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
16 Nov 2018
Same period 2017 Same period 2016
Rank 274 282 323
Rank change year-on-year +8 +41 +33
Contract jobs citing Data Mapping 102 100 53
As % of all contract IT jobs advertised in the South East 0.61% 0.59% 0.31%
As % of the Processes & Methodologies category 0.71% 0.70% 0.37%
Number of daily rates quoted 63 73 34
South East median daily rate £450 £450 £456
Median daily rate % change year-on-year - -1.37% +4.89%
10th Percentile £340 £364 £363
90th Percentile £548 £600 £575
England median daily rate £450 £450 £450
Number of hourly rates quoted 2 3 0
South East median hourly rate £49.75 £50.00 -
Median hourly rate % change year-on-year -0.50% - -
England median hourly rate £56.25 £35.75 £25.00
% change year-on-year +57.34% +43.00% +127.27%

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 14,368 14,209 14,153
As % of all contract IT jobs advertised in the South East 86.18% 84.21% 84.03%
Number of daily rates quoted 8,664 8,490 8,525
South East median daily rate £438 £425 £400
Median daily rate % change year-on-year +2.94% +6.25% +2.56%
10th Percentile £279 £263 £250
90th Percentile £588 £575 £560
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +1.19%
Number of hourly rates quoted 463 474 584
South East median hourly rate £28.50 £23.00 £24.50
Median hourly rate % change year-on-year +23.91% -6.12% +2.08%
10th Percentile £12.00 £11.25 £11.50
90th Percentile £52.50 £50.00 £50.00
England median hourly rate £22.00 £23.50 £22.84
% change year-on-year -6.38% +2.91% +3.80%

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 16 November 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 16 November 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 16 November 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 -2 49 £463 +2.78% 2
Berkshire -36 30 £475 +5.56% 1
Surrey -10 25 £438 +2.94%
Hampshire -21 13 £406 +12.07% 2
Buckinghamshire +29 12 £650 +52.94% 1
Oxfordshire - 7 £431 -
West Sussex -3 5 £413 +30.95% 2
Kent - 2 - -
East Sussex -11 1 £463 +2.78%
Data Mapping
England

For the 6 months to 16 November 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 60 (58.82%) Migration
2 52 (50.98%) SQL
3 50 (49.02%) Data Migration
4 42 (41.18%) Oracle
5 38 (37.25%) ETL
6 36 (35.29%) SAP
6 36 (35.29%) Data Quality
7 30 (29.41%) SQL Server
7 30 (29.41%) Finance
8 23 (22.55%) Big Data
8 23 (22.55%) Analytics
9 22 (21.57%) SC Cleared
9 22 (21.57%) Security Cleared
9 22 (21.57%) Microsoft Excel
9 22 (21.57%) Data Lake
10 21 (20.59%) Agile Software Development
10 21 (20.59%) Data Management
10 21 (20.59%) Data Cleansing
10 21 (20.59%) User Acceptance Testing
10 21 (20.59%) Analytical Skills
11 19 (18.63%) SQL Server Integration Services
11 19 (18.63%) ERP
11 19 (18.63%) Data Modelling
12 18 (17.65%) Problem-Solving
13 17 (16.67%) Data Warehouse
13 17 (16.67%) Data Architecture
13 17 (16.67%) Talend
14 16 (15.69%) Reference Data
15 15 (14.71%) Relational Database
16 14 (13.73%) Data Conversion

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 7 (6.86%) SAS
2 6 (5.88%) Oracle SOA Suite
3 3 (2.94%) Apache Spark
4 2 (1.96%) Apache
5 1 (0.98%) Confluence
Applications
1 22 (21.57%) Microsoft Excel
Business Applications
1 14 (13.73%) Oracle EBS R12
2 13 (12.75%) CSG Singleview
2 13 (12.75%) Oracle Payables
2 13 (12.75%) Oracle Receivables
3 10 (9.80%) SAP ERP
4 9 (8.82%) SAP HR
5 7 (6.86%) SAP APO
5 7 (6.86%) SAP MM
6 6 (5.88%) Workday HCM
7 5 (4.90%) SAP MDM
8 2 (1.96%) Dynamics AX
9 1 (0.98%) Oracle Procure-to-Pay
9 1 (0.98%) SAP HCM
9 1 (0.98%) SAP Oil and Gas
Cloud Services
1 7 (6.86%) Microsoft Azure
2 5 (4.90%) Boomi
3 3 (2.94%) Azure Data Factory
4 1 (0.98%) SaaS
4 1 (0.98%) SuccessFactors
Communications & Networking
1 2 (1.96%) SMS
Database & Business Intelligence
1 30 (29.41%) SQL Server
2 23 (22.55%) Big Data
3 22 (21.57%) Data Lake
4 19 (18.63%) SQL Server Integration Services
5 17 (16.67%) Data Warehouse
6 15 (14.71%) Relational Database
7 14 (13.73%) Hadoop
8 12 (11.76%) SAP HANA
9 10 (9.80%) OLAP
9 10 (9.80%) SQL Server Reporting Services
10 9 (8.82%) Apache Hive
10 9 (8.82%) MS Access
10 9 (8.82%) NoSQL
11 8 (7.84%) SQL Server 2012
12 7 (6.86%) PostgreSQL
12 7 (6.86%) SAP BW
12 7 (6.86%) SQL Server 2016
13 5 (4.90%) SAP Data Services
14 3 (2.94%) Power BI
14 3 (2.94%) SQL Server Analysis Services
Development Applications
1 14 (13.73%) JIRA
2 7 (6.86%) Subversion
3 4 (3.92%) Visual Studio Team System
4 3 (2.94%) Visual Studio
5 1 (0.98%) ERwin
General
1 30 (29.41%) Finance
2 14 (13.73%) Billing
3 10 (9.80%) Retail
4 4 (3.92%) Pharmaceutical
5 3 (2.94%) Telecoms
6 2 (1.96%) Marketing
7 1 (0.98%) Banking
7 1 (0.98%) Electronics
7 1 (0.98%) Manufacturing
7 1 (0.98%) Retail Banking
Job Titles
1 57 (55.88%) Analyst
2 44 (43.14%) Data Analyst
3 29 (28.43%) Developer
4 23 (22.55%) Migration Analyst
5 22 (21.57%) Data Migration Analyst
6 16 (15.69%) SQL Developer
7 14 (13.73%) Financial Analyst
8 11 (10.78%) SAP Analyst
9 10 (9.80%) ETL Developer
9 10 (9.80%) Oracle Developer
10 9 (8.82%) Business Analyst
10 9 (8.82%) Oracle ETL Developer
11 8 (7.84%) SQL Server Developer
12 7 (6.86%) HR Analyst
12 7 (6.86%) PostgreSQL Developer
12 7 (6.86%) SAP Data Analyst
13 6 (5.88%) Architect
13 6 (5.88%) Integration Developer
13 6 (5.88%) SAP Developer
13 6 (5.88%) Senior Analyst
Libraries, Frameworks & Software Standards
1 13 (12.75%) XML
2 12 (11.76%) Middleware
3 7 (6.86%) .NET
3 7 (6.86%) JSON
4 6 (5.88%) IDoc
4 6 (5.88%) LDAP
4 6 (5.88%) SAP ALE
4 6 (5.88%) SAP PI
4 6 (5.88%) XML Schema
5 4 (3.92%) Kafka
6 2 (1.96%) .NET Core
6 2 (1.96%) .NET Framework
6 2 (1.96%) Entity Framework
6 2 (1.96%) REST
Miscellaneous
1 21 (20.59%) Analytical Skills
2 16 (15.69%) Reference Data
3 8 (7.84%) Management Information System
4 6 (5.88%) Enterprise Software
5 5 (4.90%) Self-Motivation
6 4 (3.92%) AS400
6 4 (3.92%) Data Structures
7 2 (1.96%) Data Protection Act
8 1 (0.98%) Driving Licence
Processes & Methodologies
1 60 (58.82%) Migration
2 50 (49.02%) Data Migration
3 38 (37.25%) ETL
4 23 (22.55%) Analytics
5 21 (20.59%) Agile Software Development
5 21 (20.59%) Data Cleansing
5 21 (20.59%) Data Management
5 21 (20.59%) User Acceptance Testing
6 19 (18.63%) Data Modelling
6 19 (18.63%) ERP
7 18 (17.65%) Problem-Solving
8 17 (16.67%) Data Architecture
9 14 (13.73%) Data Conversion
9 14 (13.73%) Disaster Recovery
10 12 (11.76%) SDLC
11 11 (10.78%) Project Management
12 10 (9.80%) Business Analytics
12 10 (9.80%) High Availability
13 9 (8.82%) Business Intelligence
13 9 (8.82%) Data Extraction
Programming Languages
1 52 (50.98%) SQL
2 14 (13.73%) T-SQL
3 13 (12.75%) VBA
4 11 (10.78%) C#
5 9 (8.82%) PL/SQL
5 9 (8.82%) VB
6 6 (5.88%) ABAP
6 6 (5.88%) Java
7 3 (2.94%) PowerShell
7 3 (2.94%) Shell Script
Qualifications
1 22 (21.57%) SC Cleared
1 22 (21.57%) Security Cleared
2 7 (6.86%) Degree
3 2 (1.96%) ISEB
4 1 (0.98%) BPSS Clearance
4 1 (0.98%) DBS Check
Quality Assurance & Compliance
1 36 (35.29%) Data Quality
2 7 (6.86%) PMO
3 6 (5.88%) SLA
4 2 (1.96%) GDPR
4 2 (1.96%) Sarbanes-Oxley
System Software
1 6 (5.88%) Oracle RAC
Systems Management
1 6 (5.88%) HP ALM
1 6 (5.88%) MOM
1 6 (5.88%) Single Sign-On
2 2 (1.96%) Ambari
2 2 (1.96%) Ganglia
2 2 (1.96%) Nagios
Vendors
1 42 (41.18%) Oracle
2 36 (35.29%) SAP
3 17 (16.67%) Talend
4 11 (10.78%) Workday
5 8 (7.84%) Microsoft
6 7 (6.86%) Cloudera
7 6 (5.88%) Ab Initio
7 6 (5.88%) HP
7 6 (5.88%) Informatica
7 6 (5.88%) Remedy
8 5 (4.90%) Dell
8 5 (4.90%) JD Edwards
9 3 (2.94%) Tableau
10 2 (1.96%) Hortonworks
10 2 (1.96%) Imperva
10 2 (1.96%) MapR
11 1 (0.98%) Pegasus
11 1 (0.98%) Salesforce.com