Period
to 18 November 2017

The following table provides summary statistics for contract job vacancies with a requirement for Data Conversion skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Conversion over the 6 months to 18 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 Conversion
UK
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 819 777 845
Rank change year-on-year -42 +68 -82
Contract jobs citing Data Conversion 70 109 59
As % of all contract IT jobs advertised in the UK 0.069% 0.10% 0.051%
As % of the Processes & Methodologies category 0.081% 0.12% 0.063%
Number of daily rates quoted 39 78 34
UK median daily rate £450 £461 £450
Median daily rate % change year-on-year -2.44% +2.50% +20.00%
10th Percentile £250 £375 £315
90th Percentile £575 £550 £628
UK excluding London median daily rate £475 £450 £375
% change year-on-year +5.56% +20.00% -
Number of hourly rates quoted 3 1 0
UK median hourly rate £50.00 £54.00 -
Median hourly rate % change year-on-year -7.41% - -
UK excluding London median hourly rate £54.00 - -

Data Conversion 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 with a requirement for process or methodology skills.

All Process and Methodology Skills
UK
Contract vacancies with a requirement for process or methodology skills 86286 88673 93962
As % of all contract IT jobs advertised in the UK 84.52% 83.92% 81.78%
Number of daily rates quoted 57474 58658 60890
UK median daily rate £450 £425 £413
Median daily rate % change year-on-year +5.88% +3.03% +3.13%
10th Percentile £281 £263 £263
90th Percentile £630 £600 £600
UK excluding London median daily rate £400 £400 £385
% change year-on-year - +3.90% +2.67%
Number of hourly rates quoted 2038 2353 2731
UK median hourly rate £23.63 £24.00 £22.50
Median hourly rate % change year-on-year -1.56% +6.67% +18.42%
10th Percentile £11.48 £11.26 £11.50
90th Percentile £49.75 £48.75 £47.71
UK excluding London median hourly rate £24.02 £24.50 £23.50
% change year-on-year -1.96% +4.26% +17.50%

Data Conversion
Job Vacancy Trend

Job postings citing Data Conversion as a percentage of all IT jobs advertised.

Job vacancy trend for Data Conversion in the UK

Data Conversion
Contractor Daily Rate Trend

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

Contractor daily rate trend for Data Conversion in the UK

Data Conversion
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing Data Conversion over the 6 months to 18 November 2017.

Contractor daily rate histogram for Data Conversion in the UK

Data Conversion
Contractor Hourly Rate Trend

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

Contractor hourly rate trend for Data Conversion in the UK

Data Conversion
Contractor Hourly Rate Histogram

The hourly rate distribution of IT jobs citing Data Conversion over the 6 months to 18 November 2017.

Contractor hourly rate histogram for Data Conversion in the UK

Data Conversion
Top 12 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Conversion within the UK over the 6 months to 18 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
England +7 65 £450 -4.00% 3
UK excluding London +13 36 £475 +5.56%
London -27 23 £430 -14.00% 3
South East +7 20 £425 -19.05%
Midlands +23 7 £475 +23.78%
East Midlands +11 6 £488 -
East of England -20 4 £394 -12.50%
North of England +56 2 - -
Scotland -1 2 - -
North East - 2 - -
West Midlands +28 1 £475 +23.78%
South West +12 1 £475 +5.56%

For the 6 months to 18 November 2017, IT contractor jobs citing Data Conversion also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads with a requirement for Data Conversion.

1 37 (52.86%) Migration
2 34 (48.57%) Data Cleansing
3 33 (47.14%) Data Migration
4 29 (41.43%) SAP
4 29 (41.43%) ETL
5 27 (38.57%) User Acceptance Testing
6 20 (28.57%) Finance
6 20 (28.57%) Data Mapping
7 19 (27.14%) Data Modelling
8 18 (25.71%) SQL
8 18 (25.71%) Oracle
9 15 (21.43%) Data Extraction
10 14 (20.00%) SAP Data Services
10 14 (20.00%) Microsoft Project
10 14 (20.00%) Data Management
11 13 (18.57%) ERP
12 12 (17.14%) Validation
13 11 (15.71%) Practice Management
13 11 (15.71%) Data Analysis
13 11 (15.71%) Analytics
13 11 (15.71%) Oracle ODI
13 11 (15.71%) Line Management
14 10 (14.29%) Data Structures
14 10 (14.29%) Customer Requirements
14 10 (14.29%) Scenario Testing
14 10 (14.29%) Data Quality
14 10 (14.29%) Business Analysis
14 10 (14.29%) PL/SQL
14 10 (14.29%) Business Intelligence
14 10 (14.29%) Microsoft Office

Data Conversion
Co-occurring IT Skills 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 (1.43%) Apache
1 1 (1.43%) CMS
1 1 (1.43%) Oracle 10gAS
Applications
1 14 (20.00%) Microsoft Project
2 10 (14.29%) Microsoft Office
3 9 (12.86%) MS Visio
4 1 (1.43%) Microsoft Excel
Business Applications
1 9 (12.86%) SAP MM
2 7 (10.00%) SAP APO
3 5 (7.14%) Oracle ERP
3 5 (7.14%) SAP MDM
4 4 (5.71%) Oracle EBS
4 4 (5.71%) Oracle EBS R12
5 3 (4.29%) Oracle Assets
5 3 (4.29%) Oracle Payables
5 3 (4.29%) Oracle Receivables
6 2 (2.86%) Oracle Cash Management
6 2 (2.86%) Oracle Procure-to-Pay
7 1 (1.43%) Dynamics CRM
7 1 (1.43%) Oracle Applications
7 1 (1.43%) Oracle General Ledger
7 1 (1.43%) Oracle iProcurement
7 1 (1.43%) SAP CO
7 1 (1.43%) SAP FI
7 1 (1.43%) SAP FI/CO
7 1 (1.43%) SAP Retail
7 1 (1.43%) SAP SCM
Cloud Services
1 2 (2.86%) Google Analytics
1 2 (2.86%) SuccessFactors
Database & Business Intelligence
1 14 (20.00%) SAP Data Services
2 11 (15.71%) Oracle ODI
3 8 (11.43%) Oracle Database
3 8 (11.43%) SQL Server
4 7 (10.00%) Oracle Database 11g
4 7 (10.00%) SQL Server 2008
5 4 (5.71%) SAP BW
5 4 (5.71%) SQL Server Integration Services
6 2 (2.86%) BusinessObjects
7 1 (1.43%) BusinessObjects Business Intelligence
7 1 (1.43%) Data Mining
7 1 (1.43%) Data Warehouse
7 1 (1.43%) DataStage
7 1 (1.43%) IBM InfoSphere
7 1 (1.43%) OLAP
7 1 (1.43%) OLTP
7 1 (1.43%) Oracle Database 10g
7 1 (1.43%) Oracle Discoverer
7 1 (1.43%) Oracle OLAP
7 1 (1.43%) Relational Database
Development Applications
1 9 (12.86%) JIRA
2 8 (11.43%) LSMW
3 5 (7.14%) Appcelerator Titanium
4 3 (4.29%) ERwin
4 3 (4.29%) Talend Open Studio
5 1 (1.43%) PowerDesigner
General
1 20 (28.57%) Finance
2 9 (12.86%) Law
2 9 (12.86%) Pharmaceutical
3 7 (10.00%) Legal
4 4 (5.71%) General Ledger
5 2 (2.86%) Billing
5 2 (2.86%) Manufacturing
6 1 (1.43%) Back Office
6 1 (1.43%) Dutch Language
6 1 (1.43%) Retail
Job Titles
1 22 (31.43%) Analyst
2 10 (14.29%) Business Analyst
2 10 (14.29%) Data Analyst
2 10 (14.29%) Developer
3 9 (12.86%) Consultant
4 8 (11.43%) Architect
4 8 (11.43%) SAP Analyst
5 7 (10.00%) Data Architect
5 7 (10.00%) Legal Analyst
5 7 (10.00%) Oracle Developer
5 7 (10.00%) PL/SQL Developer
5 7 (10.00%) SAP Data Analyst
5 7 (10.00%) SQL Developer
6 5 (7.14%) Data Manager
7 4 (5.71%) Data Migration Manager
7 4 (5.71%) Migration Manager
7 4 (5.71%) SAP Consultant
8 3 (4.29%) Oracle Data Migration Manager
8 3 (4.29%) SAP Functional Analyst
8 3 (4.29%) SAP Manager
Libraries, Frameworks & Software Standards
1 7 (10.00%) Oracle GoldenGate
2 2 (2.86%) Middleware
3 1 (1.43%) BAPI
3 1 (1.43%) Oracle Fusion
Miscellaneous
1 10 (14.29%) Data Structures
2 6 (8.57%) AS400
2 6 (8.57%) Management Information System
3 3 (4.29%) Analytical Skills
4 2 (2.86%) FMCG
5 1 (1.43%) User Experience
Operating Systems
1 9 (12.86%) Unix
2 3 (4.29%) VMS
Processes & Methodologies
1 37 (52.86%) Migration
2 34 (48.57%) Data Cleansing
3 33 (47.14%) Data Migration
4 29 (41.43%) ETL
5 27 (38.57%) User Acceptance Testing
6 20 (28.57%) Data Mapping
7 19 (27.14%) Data Modelling
8 15 (21.43%) Data Extraction
9 14 (20.00%) Data Management
10 13 (18.57%) ERP
11 12 (17.14%) Validation
12 11 (15.71%) Analytics
12 11 (15.71%) Data Analysis
12 11 (15.71%) Line Management
12 11 (15.71%) Practice Management
13 10 (14.29%) Business Analysis
13 10 (14.29%) Business Intelligence
13 10 (14.29%) Customer Requirements
13 10 (14.29%) Scenario Testing
14 9 (12.86%) Systems Analysis
Programming Languages
1 18 (25.71%) SQL
2 10 (14.29%) PL/SQL
3 8 (11.43%) T-SQL
4 4 (5.71%) C
5 2 (2.86%) Java
5 2 (2.86%) Shell Script
6 1 (1.43%) ABAP
6 1 (1.43%) Go
6 1 (1.43%) Python
Qualifications
1 6 (8.57%) SC Cleared
1 6 (8.57%) Security Cleared
2 2 (2.86%) SAP Certification
3 1 (1.43%) ITIL Certification
Quality Assurance & Compliance
1 10 (14.29%) Data Quality
2 8 (11.43%) GxP
2 8 (11.43%) Sarbanes-Oxley
3 2 (2.86%) QA
4 1 (1.43%) GAAP
4 1 (1.43%) PMO
4 1 (1.43%) SLA
Systems Management
1 1 (1.43%) Oracle Enterprise Manager
Vendors
1 29 (41.43%) SAP
2 18 (25.71%) Oracle
3 5 (7.14%) IFS
4 3 (4.29%) Talend
5 2 (2.86%) Ariba
5 2 (2.86%) Google
5 2 (2.86%) Workday
6 1 (1.43%) CODA
6 1 (1.43%) HP
6 1 (1.43%) IBM
6 1 (1.43%) Microsoft
6 1 (1.43%) Netezza
6 1 (1.43%) Pega
6 1 (1.43%) PeopleSoft
6 1 (1.43%) Sage