Period
to 22 January 2018

The following table provides summary statistics for contract job vacancies advertised in the East of England 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 22 January 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 > East of England
6 months to
22 Jan 2018
Same period 2017 Same period 2016
Rank 158 162 188
Rank change year-on-year +4 +26 -2
Contract jobs citing Data Mapping 45 20 12
As % of all contract IT jobs advertised in the East of England 0.95% 0.45% 0.23%
As % of the Processes & Methodologies category 1.13% 0.55% 0.29%
Number of daily rates quoted 29 14 15
East of England median daily rate £450 £468 £400
Median daily rate % change year-on-year -3.85% +17.00% +25.98%
10th Percentile £386 £372 £285
90th Percentile £588 £626 £470
England median daily rate £450 £438 £425
% change year-on-year +2.86% +2.94% -
Number of hourly rates quoted 2 0 0
East of England median hourly rate £56.00 - -
England median hourly rate £34.75 £25.00 £100.00
% change year-on-year +39.00% -75.00% +566.67%

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 East of England with a requirement for process or methodology skills.

All Process and Methodology Skills
East of England
Contract vacancies with a requirement for process or methodology skills 3,968 3,614 4,133
As % of all contract IT jobs advertised in the East of England 84.00% 81.25% 79.16%
Number of daily rates quoted 2,287 2,083 2,378
East of England median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% - +0.95%
10th Percentile £262 £214 £240
90th Percentile £588 £545 £575
England median daily rate £450 £434 £425
% change year-on-year +3.72% +2.09% +6.12%
Number of hourly rates quoted 224 286 400
East of England median hourly rate £33.92 £33.25 £30.00
Median hourly rate % change year-on-year +2.00% +10.83% +21.21%
10th Percentile £11.86 £13.63 £12.48
90th Percentile £49.75 £47.50 £50.59
England median hourly rate £23.50 £25.00 £23.00
% change year-on-year -6.00% +8.70% +15.00%

Data Mapping
Job Vacancy Trend in the East of England

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

Job vacancy trend for Data Mapping in the East of England

Data Mapping
Contractor Daily Rate Trend in the East of England

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

Contractor daily rate trend for Data Mapping in the East of England

Data Mapping
Contractor Daily Rate Histogram in the East of England

The daily rate distribution of IT jobs citing Data Mapping in the East of England over the 6 months to 22 January 2018.

Contractor daily rate histogram for Data Mapping in the East of England

Data Mapping
Contractor Hourly Rate Trend in the East of England

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

Contractor hourly rate trend for Data Mapping in the East of England

Data Mapping
Contractor Hourly Rate Histogram in the East of England

The hourly rate distribution of IT jobs citing Data Mapping in the East of England over the 6 months to 22 January 2018.

Contractor hourly rate histogram for Data Mapping in the East of England

Data Mapping
Contract Job Locations in the East of England

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 East of England region over the 6 months to 22 January 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
Essex +21 26 £431 +2.07%
Hertfordshire -3 10 £575 +22.73% 3
Bedfordshire -6 3 £434 -16.59%
Cambridgeshire -26 3 £500 +50.94%
Suffolk - 2 - - 1
Norfolk -13 1 - -
Data Mapping
England

For the 6 months to 22 January 2018, 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 East of England region with a requirement for Data Mapping.

1 27 (60.00%) SQL
2 25 (55.56%) Agile Software Development
3 23 (51.11%) XML
4 20 (44.44%) UML
5 19 (42.22%) Middleware
5 19 (42.22%) Scrum
6 18 (40.00%) Data Modelling
7 16 (35.56%) XSLT
7 16 (35.56%) Oracle
7 16 (35.56%) Migration
7 16 (35.56%) Data Integration
8 15 (33.33%) Data Migration
9 13 (28.89%) Data Quality
10 12 (26.67%) Validation
11 11 (24.44%) MySQL
11 11 (24.44%) Reference Data
12 10 (22.22%) Security Cleared
12 10 (22.22%) Data Analysis
12 10 (22.22%) Ingres
12 10 (22.22%) Data Mining
13 9 (20.00%) ETL
13 9 (20.00%) Data Munging
13 9 (20.00%) Analytical Skills
13 9 (20.00%) Wireframes
14 8 (17.78%) Data Flow Diagram
14 8 (17.78%) Data Transformation
15 7 (15.56%) GDPR
15 7 (15.56%) SQL Server
15 7 (15.56%) Cost-Benefit Analysis
15 7 (15.56%) Statistical Analysis

Data Mapping
Co-occurring IT Skills in the East of England 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:

Applications
1 3 (6.67%) MS Visio
2 2 (4.44%) Microsoft Excel
2 2 (4.44%) Microsoft Office
3 1 (2.22%) Spreadsheet
Business Applications
1 1 (2.22%) ResourceLink
Cloud Services
1 1 (2.22%) Force.com
1 1 (2.22%) SaaS
1 1 (2.22%) Taleo
Communications & Networking
1 1 (2.22%) FTP
1 1 (2.22%) SMS
Database & Business Intelligence
1 11 (24.44%) MySQL
2 10 (22.22%) Data Mining
2 10 (22.22%) Ingres
3 7 (15.56%) SQL Server
4 5 (11.11%) Data Warehouse
4 5 (11.11%) Talend Open Studio
5 4 (8.89%) Oracle Database
6 3 (6.67%) Hadoop
7 1 (2.22%) BusinessObjects
7 1 (2.22%) DataStage
7 1 (2.22%) DB2
7 1 (2.22%) Informix
7 1 (2.22%) PostgreSQL
7 1 (2.22%) QualityStage
7 1 (2.22%) SQL Server 2016
7 1 (2.22%) SQL Server Reporting Services
Development Applications
1 4 (8.89%) PowerDesigner
General
1 5 (11.11%) Finance
2 2 (4.44%) Retail
3 1 (2.22%) General Ledger
3 1 (2.22%) Manufacturing
Job Titles
1 30 (66.67%) Analyst
2 20 (44.44%) Business Analyst
3 6 (13.33%) Business Systems Analyst
3 6 (13.33%) Systems Analyst
4 5 (11.11%) Architect
4 5 (11.11%) Consultant
5 4 (8.89%) Data Architect
5 4 (8.89%) GDPR Business Analyst
6 3 (6.67%) Data Analyst
6 3 (6.67%) SQL Server Consultant
7 2 (4.44%) Developer
7 2 (4.44%) Insurance Business Analyst
7 2 (4.44%) SAP Analyst
7 2 (4.44%) SAP Data Analyst
7 2 (4.44%) XML Analyst
8 1 (2.22%) Business IT Analyst
8 1 (2.22%) Business Process Analyst
8 1 (2.22%) Project Manager
8 1 (2.22%) SAP Financial Analyst
8 1 (2.22%) Solutions Architect
Libraries, Frameworks & Software Standards
1 23 (51.11%) XML
2 19 (42.22%) Middleware
3 16 (35.56%) XSLT
4 5 (11.11%) XML Schema
5 4 (8.89%) J2EE
5 4 (8.89%) XSD
6 1 (2.22%) Mason
6 1 (2.22%) Web Services
Miscellaneous
1 11 (24.44%) Reference Data
2 9 (20.00%) Analytical Skills
3 6 (13.33%) Management Information System
4 4 (8.89%) Data Structures
4 4 (8.89%) N-Tier
5 3 (6.67%) Reinsurance
6 2 (4.44%) Greenfield Project
6 2 (4.44%) User Experience
7 1 (2.22%) iPad
Operating Systems
1 1 (2.22%) Linux
Processes & Methodologies
1 25 (55.56%) Agile Software Development
2 20 (44.44%) UML
3 19 (42.22%) Scrum
4 18 (40.00%) Data Modelling
5 16 (35.56%) Data Integration
5 16 (35.56%) Migration
6 15 (33.33%) Data Migration
7 12 (26.67%) Validation
8 10 (22.22%) Data Analysis
9 9 (20.00%) Data Munging
9 9 (20.00%) ETL
9 9 (20.00%) Wireframes
10 8 (17.78%) Data Flow Diagram
10 8 (17.78%) Data Transformation
11 7 (15.56%) Cost-Benefit Analysis
11 7 (15.56%) Requirements Analysis
11 7 (15.56%) Statistical Analysis
12 6 (13.33%) Business Analysis
12 6 (13.33%) Requirements Management
13 5 (11.11%) Stakeholder Management
Programming Languages
1 27 (60.00%) SQL
2 6 (13.33%) T-SQL
3 1 (2.22%) C#
3 1 (2.22%) Java
3 1 (2.22%) PL/SQL
Qualifications
1 10 (22.22%) Security Cleared
2 7 (15.56%) SC Cleared
3 1 (2.22%) Degree
3 1 (2.22%) ISEB
Quality Assurance & Compliance
1 13 (28.89%) Data Quality
2 7 (15.56%) GDPR
3 4 (8.89%) QA
4 1 (2.22%) Disclosure Scotland
4 1 (2.22%) ISO/IEC 27001
Vendors
1 16 (35.56%) Oracle
2 6 (13.33%) Talend
3 3 (6.67%) Kofax
3 3 (6.67%) SAP
4 2 (4.44%) Microsoft
5 1 (2.22%) Citrix
5 1 (2.22%) Cognos
5 1 (2.22%) HP
5 1 (2.22%) IBM
5 1 (2.22%) Salesforce.com
5 1 (2.22%) Teradata
5 1 (2.22%) Workday