Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies with a requirement for Data Conversion skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Conversion over the 6 months to 19 November 2017 with a comparison to the same period in the previous 2 years.

Data Conversion
UK
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 1030 1099 1129
Rank change year-on-year +69 +30 +55
Permanent jobs citing Data Conversion 169 119 179
As % of all permanent IT jobs advertised in the UK 0.095% 0.063% 0.082%
As % of the Processes & Methodologies category 0.11% 0.071% 0.092%
Number of salaries quoted 94 109 137
UK median annual salary £50,000 £50,000 £45,000
Median salary % change year-on-year - +11.11% -10.00%
10th Percentile £31,250 £36,250 £27,500
90th Percentile £76,375 £70,000 £72,000
UK excluding London median annual salary £40,000 £42,500 £35,500
% change year-on-year -5.88% +19.72% -25.26%

Data Conversion is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process or methodology skills.

All Process and Methodology Skills
UK
Permanent vacancies with a requirement for process or methodology skills 160296 168588 194039
As % of all permanent IT jobs advertised in the UK 89.92% 89.36% 88.77%
Number of salaries quoted 126459 140088 159820
UK median annual salary £50,000 £49,476 £47,500
Median salary % change year-on-year +1.06% +4.16% +5.56%
10th Percentile £28,750 £28,000 £27,500
90th Percentile £80,000 £78,750 £77,500
UK excluding London median annual salary £44,000 £42,500 £42,500
% change year-on-year +3.53% - +6.25%

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
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Conversion.

Salary trend for Data Conversion in the UK

Data Conversion
Salary Histogram

The salary distribution of IT jobs citing Data Conversion over the 6 months to 19 November 2017.

Salary histogram for Data Conversion in the UK

Data Conversion
Top 11 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Conversion within the UK over the 6 months to 19 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +75 152 £50,000 - 3
UK excluding London +79 97 £40,000 -5.88%
London -3 48 £52,500 -2.33% 3
South East +82 38 £52,500 -19.23%
North of England +2 31 £40,000 -5.88%
North West -11 21 £41,250 -2.94%
East of England +30 18 £32,500 -27.78%
Yorkshire +33 10 £37,500 -25.00%
Midlands +41 7 £35,000 -41.67%
West Midlands - 7 £35,000 -
South West +26 4 £25,000 -30.56%

For the 6 months to 19 November 2017, IT 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 job ads with a requirement for Data Conversion.

1 75 (44.38%) SAP
2 66 (39.05%) Migration
3 58 (34.32%) Data Migration
4 51 (30.18%) Finance
5 48 (28.40%) Test Scripting
6 44 (26.04%) SQL
7 37 (21.89%) Degree
8 35 (20.71%) Business Process Analysis
9 34 (20.12%) Regression Testing
10 32 (18.93%) Microsoft
11 28 (16.57%) SAP MM
12 25 (14.79%) Project Management
12 25 (14.79%) Oracle
12 25 (14.79%) SQL Server
12 25 (14.79%) Customer Requirements
13 24 (14.20%) Analytical Skills
13 24 (14.20%) Java
13 24 (14.20%) ETL
14 23 (13.61%) Data Modelling
14 23 (13.61%) CRM
14 23 (13.61%) Data Architecture
15 22 (13.02%) Data Warehouse
16 20 (11.83%) Data Cleansing
16 20 (11.83%) Analytics
17 19 (11.24%) Data Analysis
17 19 (11.24%) Dynamics AX
17 19 (11.24%) Business Intelligence
18 18 (10.65%) Retail
19 17 (10.06%) SAP QM
19 17 (10.06%) Computer Science

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 6 (3.55%) SAS
2 4 (2.37%) SharePoint
3 2 (1.18%) Apache
3 2 (1.18%) ArcGIS
Applications
1 16 (9.47%) Microsoft Excel
2 15 (8.88%) Microsoft Office
3 11 (6.51%) Microsoft PowerPoint
4 4 (2.37%) Microsoft Project
5 1 (0.59%) MS Visio
Business Applications
1 28 (16.57%) SAP MM
2 19 (11.24%) Dynamics AX
3 17 (10.06%) SAP QM
4 16 (9.47%) SAP CS
4 16 (9.47%) SAP Oil and Gas
4 16 (9.47%) SAP PM
5 15 (8.88%) SAP CO
5 15 (8.88%) SAP FI
5 15 (8.88%) SAP FI/CO
6 12 (7.10%) Dynamics CRM
6 12 (7.10%) SAP SD
7 11 (6.51%) Oracle Retail
8 6 (3.55%) SAP S/4HANA
9 4 (2.37%) Sage 50
9 4 (2.37%) SAP APO
9 4 (2.37%) SAP HCM
9 4 (2.37%) SAP SCM
10 2 (1.18%) Bond Adapt
10 2 (1.18%) SAP PP
11 1 (0.59%) Oracle General Ledger
Cloud Services
1 12 (7.10%) Dynamics 365
2 6 (3.55%) Salesforce Service Cloud
3 4 (2.37%) Cortana Intelligence Suite
3 4 (2.37%) Microsoft Azure
3 4 (2.37%) SuccessFactors
4 1 (0.59%) Force.com
Database & Business Intelligence
1 25 (14.79%) SQL Server
2 22 (13.02%) Data Warehouse
3 14 (8.28%) MySQL
3 14 (8.28%) Power BI
3 14 (8.28%) Relational Database
3 14 (8.28%) SQL Server 2016
4 12 (7.10%) RDBMS
5 9 (5.33%) SQL Server 2008
5 9 (5.33%) SQL Server 2012
6 8 (4.73%) BusinessObjects
6 8 (4.73%) SAP Data Services
6 8 (4.73%) SQL Server Integration Services
6 8 (4.73%) SQL Server Reporting Services
7 7 (4.14%) Big Data
8 6 (3.55%) Oracle Database
8 6 (3.55%) Oracle Database 10g
9 5 (2.96%) Data Mining
9 5 (2.96%) OLAP
9 5 (2.96%) Oracle Database 12c
10 4 (2.37%) Hadoop
Development Applications
1 11 (6.51%) Visual Studio
2 6 (3.55%) Talend Open Studio
3 4 (2.37%) JUnit
3 4 (2.37%) Maven
4 2 (1.18%) Git (software)
5 1 (0.59%) JIRA
5 1 (0.59%) LSMW
General
1 51 (30.18%) Finance
2 18 (10.65%) Retail
3 16 (9.47%) Manufacturing
4 12 (7.10%) General Ledger
5 5 (2.96%) Legal
6 4 (2.37%) Law
7 2 (1.18%) Marketing
8 1 (0.59%) Telecoms
Job Titles
1 82 (48.52%) Consultant
2 46 (27.22%) SAP Consultant
3 38 (22.49%) Analyst
4 20 (11.83%) Microsoft Consultant
5 19 (11.24%) Developer
6 18 (10.65%) Business Analyst
7 17 (10.06%) SAP Analyst
7 17 (10.06%) SAP Business Analyst
8 16 (9.47%) Dynamics AX Consultant
8 16 (9.47%) Functional Consultant
8 16 (9.47%) SAP PM Consultant
9 14 (8.28%) SAP MM Consultant
10 12 (7.10%) Architect
10 12 (7.10%) Data Analyst
10 12 (7.10%) Data Architect
10 12 (7.10%) SAP CO Consultant
10 12 (7.10%) SAP FI Consultant
10 12 (7.10%) SAP FI/CO Consultant
10 12 (7.10%) Technical Consultant
11 11 (6.51%) Java Consultant
Libraries, Frameworks & Software Standards
1 17 (10.06%) HTML
2 13 (7.69%) J2EE
3 12 (7.10%) .NET
3 12 (7.10%) COM
3 12 (7.10%) SOAP
3 12 (7.10%) XML
4 9 (5.33%) Web Services
5 6 (3.55%) CSS
5 6 (3.55%) jQuery
6 5 (2.96%) REST
6 5 (2.96%) WSDL
6 5 (2.96%) XML Messaging
6 5 (2.96%) XSD
7 4 (2.37%) Hibernate
7 4 (2.37%) Spring
8 3 (1.78%) LAMP
9 2 (1.18%) Ajax
9 2 (1.18%) AngularJS
10 1 (0.59%) Oracle Fusion
10 1 (0.59%) Symfony
Miscellaneous
1 24 (14.20%) Analytical Skills
2 17 (10.06%) Computer Science
2 17 (10.06%) Management Information System
3 11 (6.51%) iPad
4 10 (5.92%) User Experience
5 3 (1.78%) Driving Licence
5 3 (1.78%) Replication
6 2 (1.18%) Algorithms
6 2 (1.18%) Enterprise Software
6 2 (1.18%) W3C
7 1 (0.59%) Fixed Income
Operating Systems
1 3 (1.78%) Linux
Processes & Methodologies
1 66 (39.05%) Migration
2 58 (34.32%) Data Migration
3 48 (28.40%) Test Scripting
4 35 (20.71%) Business Process Analysis
5 34 (20.12%) Regression Testing
6 25 (14.79%) Customer Requirements
6 25 (14.79%) Project Management
7 24 (14.20%) ETL
8 23 (13.61%) CRM
8 23 (13.61%) Data Architecture
8 23 (13.61%) Data Modelling
9 20 (11.83%) Analytics
9 20 (11.83%) Data Cleansing
10 19 (11.24%) Business Intelligence
10 19 (11.24%) Data Analysis
11 16 (9.47%) Data Integration
11 16 (9.47%) Time Management
12 15 (8.88%) Data Analytics
12 15 (8.88%) ERP
12 15 (8.88%) Service Delivery
Programming Languages
1 44 (26.04%) SQL
2 24 (14.20%) Java
3 9 (5.33%) JavaScript
3 9 (5.33%) PL/SQL
4 8 (4.73%) C#
5 7 (4.14%) C
5 7 (4.14%) C++
5 7 (4.14%) PHP
6 6 (3.55%) Python
6 6 (3.55%) VB
7 5 (2.96%) T-SQL
8 4 (2.37%) FoxPro (VFP)
8 4 (2.37%) Ruby
9 3 (1.78%) VB6
10 1 (0.59%) R
Qualifications
1 37 (21.89%) Degree
2 16 (9.47%) MBA
3 12 (7.10%) Oracle Certification
4 11 (6.51%) OCP
5 6 (3.55%) Computer Science Degree
6 5 (2.96%) Security Cleared
7 4 (2.37%) SC Cleared
8 2 (1.18%) Microsoft Certification
9 1 (0.59%) ITIL Certification
Quality Assurance & Compliance
1 9 (5.33%) Data Quality
2 6 (3.55%) QA
3 4 (2.37%) DICOM
3 4 (2.37%) HL7
4 1 (0.59%) SLA
Vendors
1 75 (44.38%) SAP
2 32 (18.93%) Microsoft
3 25 (14.79%) Oracle
4 16 (9.47%) CA
4 16 (9.47%) ClickSoftware Technologies
4 16 (9.47%) Workday
5 7 (4.14%) Salesforce.com
6 6 (3.55%) Informatica
6 6 (3.55%) Talend
7 5 (2.96%) Callidus
7 5 (2.96%) Guidewire
8 4 (2.37%) Cognizant
8 4 (2.37%) Sage
9 2 (1.18%) ESRI
10 1 (0.59%) Hyperion
10 1 (0.59%) Murex
10 1 (0.59%) ServiceNow