Period
to 23 November 2017

The following table provides summary statistics for contract job vacancies advertised in Berkshire 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 23 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
South East > Berkshire
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 107 152 171
Rank change year-on-year +45 +19 +5
Contract jobs citing Data Mapping 62 15 7
As % of all contract IT jobs advertised in Berkshire 1.51% 0.35% 0.14%
As % of the Processes & Methodologies category 1.80% 0.43% 0.18%
Number of daily rates quoted 44 11 4
Berkshire median daily rate £450 £463 £356
Median daily rate % change year-on-year -2.70% +29.82% -25.00%
10th Percentile £400 £350 £350
90th Percentile £668 £575 £496
South East median daily rate £450 £450 £435
% change year-on-year - +3.45% +16.00%
Number of hourly rates quoted 2 0 1
Berkshire median hourly rate £54.00 - £11.00
10th Percentile £50.50 - £10.50
90th Percentile £59.90 - £11.50
South East median hourly rate £50.00 - £11.00

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 Berkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Berkshire
Contract vacancies with a requirement for process or methodology skills 3436 3502 3914
As % of all contract IT jobs advertised in Berkshire 83.60% 81.39% 78.41%
Number of daily rates quoted 1791 1883 2160
Berkshire median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% - +5.96%
10th Percentile £263 £250 £227
90th Percentile £588 £575 £550
South East median daily rate £425 £400 £395
% change year-on-year +6.25% +1.27% +5.33%
Number of hourly rates quoted 108 133 179
Berkshire median hourly rate £14.50 £17.50 £30.00
Median hourly rate % change year-on-year -17.14% -41.67% +74.83%
10th Percentile £11.25 £11.30 £13.40
90th Percentile £39.58 £48.50 £44.00
South East median hourly rate £23.00 £26.75 £26.60
% change year-on-year -14.02% +0.56% +52.00%

Data Mapping
Job Vacancy Trend in Berkshire

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

Job vacancy trend for Data Mapping in Berkshire

Data Mapping
Contractor Daily Rate Trend in Berkshire

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

Contractor daily rate trend for Data Mapping in Berkshire

Data Mapping
Contractor Daily Rate Histogram in Berkshire

The daily rate distribution of IT jobs citing Data Mapping in Berkshire over the 6 months to 23 November 2017.

Contractor daily rate histogram for Data Mapping in Berkshire

Data Mapping
Contractor Hourly Rate Trend in Berkshire

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

Contractor hourly rate trend for Data Mapping in Berkshire

Data Mapping
Contract Job Locations in Berkshire

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 Berkshire region over the 6 months to 23 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
Bracknell +31 28 £450 -
Maidenhead 0 11 £443 +5.67%
Reading +10 10 £400 -15.79%
Slough - 1 £450 - 1
Newbury - 1 £390 -
Data Mapping
South East

For the 6 months to 23 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 Berkshire region with a requirement for Data Mapping.

1 30 (48.39%) Data Architecture
2 28 (45.16%) Retail
3 27 (43.55%) Data Management
3 27 (43.55%) Data Modelling
4 25 (40.32%) IBM
5 17 (27.42%) IBM InfoSphere
5 17 (27.42%) Master Data Management
5 17 (27.42%) Data Analysis
6 16 (25.81%) Microsoft
7 15 (24.19%) Migration
8 14 (22.58%) Validation
8 14 (22.58%) SAP
9 13 (20.97%) SQL
9 13 (20.97%) Data Cleansing
9 13 (20.97%) Analytical Skills
10 12 (19.35%) SAP MM
11 11 (17.74%) Business Analysis
11 11 (17.74%) WFM
11 11 (17.74%) GDPR
12 10 (16.13%) ISO/IEC 27001
12 10 (16.13%) Data Protection
12 10 (16.13%) Data Migration
12 10 (16.13%) Data Protection Act
12 10 (16.13%) Analytics
12 10 (16.13%) Business Process Mapping
12 10 (16.13%) Data Extraction
12 10 (16.13%) Requirements Engineering
12 10 (16.13%) T-SQL
12 10 (16.13%) SQL Server
12 10 (16.13%) Risk Assessment

Data Mapping
Co-occurring IT Skills in Berkshire 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 1 (1.61%) Documentum
Business Applications
1 12 (19.35%) SAP MM
2 7 (11.29%) SAP APO
3 5 (8.06%) SAP MDG
3 5 (8.06%) SAP MDM
3 5 (8.06%) SAP S/4HANA
Cloud Services
1 2 (3.23%) Adobe Analytics
Database & Business Intelligence
1 17 (27.42%) IBM InfoSphere
2 10 (16.13%) SQL Server
3 7 (11.29%) SQL Server 2008
4 6 (9.68%) SAP Data Services
5 3 (4.84%) BusinessObjects
5 3 (4.84%) Data Warehouse
5 3 (4.84%) SAP BW
5 3 (4.84%) SQL Server Integration Services
5 3 (4.84%) SQL Server Reporting Services
6 2 (3.23%) SQL Server 2012
7 1 (1.61%) BusinessObjects Business Intelligence
7 1 (1.61%) Star Schema
Development Applications
1 9 (14.52%) LSMW
2 2 (3.23%) Visual Studio
General
1 28 (45.16%) Retail
2 6 (9.68%) Pharmaceutical
3 2 (3.23%) Finance
3 2 (3.23%) Marketing
4 1 (1.61%) Legal
Job Titles
1 32 (51.61%) Architect
2 29 (46.77%) Data Architect
3 21 (33.87%) Analyst
4 13 (20.97%) Business Analyst
5 7 (11.29%) Data Analyst
5 7 (11.29%) GDPR Business Analyst
5 7 (11.29%) Workforce Management Architect
6 6 (9.68%) SAP Analyst
6 6 (9.68%) SAP Data Analyst
7 3 (4.84%) Data Business Analyst
7 3 (4.84%) Functional Analyst
7 3 (4.84%) SAP Functional Analyst
8 2 (3.23%) Consultant
8 2 (3.23%) Developer
8 2 (3.23%) Enterprise Architect
8 2 (3.23%) Master Data Consultant
8 2 (3.23%) SAP Consultant
8 2 (3.23%) SAP Data Consultant
8 2 (3.23%) SQL Developer
8 2 (3.23%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 2 (3.23%) .NET
1 2 (3.23%) REST
1 2 (3.23%) WCF
Miscellaneous
1 13 (20.97%) Analytical Skills
2 10 (16.13%) Data Protection Act
3 6 (9.68%) AS400
3 6 (9.68%) Data Structures
4 5 (8.06%) Virtual Team
5 2 (3.23%) Algorithms
5 2 (3.23%) Management Information System
5 2 (3.23%) User Experience
6 1 (1.61%) FMCG
6 1 (1.61%) Life Science
Processes & Methodologies
1 30 (48.39%) Data Architecture
2 27 (43.55%) Data Management
2 27 (43.55%) Data Modelling
3 17 (27.42%) Data Analysis
3 17 (27.42%) Master Data Management
4 15 (24.19%) Migration
5 14 (22.58%) Validation
6 13 (20.97%) Data Cleansing
7 11 (17.74%) Business Analysis
7 11 (17.74%) WFM
8 10 (16.13%) Analytics
8 10 (16.13%) Business Process Mapping
8 10 (16.13%) Data Extraction
8 10 (16.13%) Data Migration
8 10 (16.13%) Data Protection
8 10 (16.13%) GAP Analysis
8 10 (16.13%) Requirements Engineering
8 10 (16.13%) Risk Assessment
9 9 (14.52%) ETL
9 9 (14.52%) Information Security
Programming Languages
1 13 (20.97%) SQL
2 10 (16.13%) T-SQL
3 2 (3.23%) C#
Quality Assurance & Compliance
1 11 (17.74%) GDPR
2 10 (16.13%) ISO/IEC 27001
3 7 (11.29%) Data Quality
3 7 (11.29%) GxP
3 7 (11.29%) Sarbanes-Oxley
4 1 (1.61%) QA
Vendors
1 25 (40.32%) IBM
2 16 (25.81%) Microsoft
3 14 (22.58%) SAP
4 2 (3.23%) Adobe
4 2 (3.23%) Facebook
4 2 (3.23%) Google
4 2 (3.23%) JDA