Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the South East with a requirement for Data Cleansing skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Cleansing over the 6 months to 20 November 2017 with a comparison to the same period in the previous 2 years.

Data Cleansing (Data Cleaning, Data Scrubbing)
England > South East
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 451 498 529
Rank change year-on-year +47 +31 +6
Permanent jobs citing Data Cleansing 98 92 123
As % of all permanent IT jobs advertised in the South East 0.32% 0.27% 0.29%
As % of the Processes & Methodologies category 0.37% 0.30% 0.33%
Number of salaries quoted 46 69 81
South East median annual salary £40,750 £39,500 £35,000
Median salary % change year-on-year +3.16% +12.86% -15.66%
10th Percentile £23,000 £28,415 £27,500
90th Percentile £57,513 £52,500 £50,000
England median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% -2.30%

Data Cleansing 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 advertised in the South East with a requirement for process or methodology skills.

All Process and Methodology Skills
South East
Permanent vacancies with a requirement for process or methodology skills 26767 30310 37262
As % of all permanent IT jobs advertised in the South East 87.47% 87.42% 86.96%
Number of salaries quoted 22046 25151 30804
South East median annual salary £45,000 £45,000 £45,000
10th Percentile £27,500 £27,500 £26,250
90th Percentile £68,750 £68,750 £67,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Data Cleansing
Job Vacancy Trend in the South East

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

Job vacancy trend for Data Cleansing in the South East

Data Cleansing
Salary Trend in the South East

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

Salary trend for Data Cleansing in the South East

Data Cleansing
Salary Histogram in the South East

The salary distribution of IT jobs citing Data Cleansing in the South East over the 6 months to 20 November 2017.

Salary histogram for Data Cleansing in the South East

Data Cleansing
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Cleansing within the South East region over the 6 months to 20 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
Surrey +28 40 £46,250 - 4
Hampshire +25 25 £41,500 +7.79% 2
Thames Valley +34 17 £47,500 +53.23% 2
Berkshire +49 10 £29,500 -4.84% 2
Kent +18 8 £23,000 -54.00% 1
East Sussex -18 7 £49,350 +9.67%
Oxfordshire - 6 £47,500 -
Buckinghamshire +5 2 £47,500 -
Middlesex +12 1 £66,000 -
Data Cleansing
England

For the 6 months to 20 November 2017, IT jobs citing Data Cleansing also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the South East region with a requirement for Data Cleansing.

1 59 (60.20%) ETL
2 58 (59.18%) Migration
3 55 (56.12%) SAP
3 55 (56.12%) Data Migration
4 39 (39.80%) Project Management
5 38 (38.78%) Coaching
6 37 (37.76%) Business Transformation
7 36 (36.73%) Risk Identification and Mitigation
7 36 (36.73%) Risk Management
7 36 (36.73%) Legal
7 36 (36.73%) Business Development
8 32 (32.65%) SAP Data Services
9 30 (30.61%) Business Intelligence
10 27 (27.55%) Data Quality
11 26 (26.53%) SQL
12 23 (23.47%) Oracle
12 23 (23.47%) Data Management
12 23 (23.47%) Security Cleared
13 21 (21.43%) DataStage
14 20 (20.41%) Informatica
15 18 (18.37%) ABAP
16 17 (17.35%) Microsoft
16 17 (17.35%) User Acceptance Testing
16 17 (17.35%) System Testing
17 14 (14.29%) SAP HANA
17 14 (14.29%) Data Integration
17 14 (14.29%) Stakeholder Management
17 14 (14.29%) BusinessObjects
18 13 (13.27%) SQL Server
18 13 (13.27%) Data Warehouse

Data Cleansing
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 2 (2.04%) ArcGIS
2 1 (1.02%) NetWeaver
2 1 (1.02%) SAS
2 1 (1.02%) SharePoint
Applications
1 7 (7.14%) Microsoft Excel
2 3 (3.06%) Microsoft Office
3 1 (1.02%) Microsoft PowerPoint
3 1 (1.02%) Spreadsheet
Business Applications
1 2 (2.04%) Dynamics CRM
1 2 (2.04%) SAP ERP
2 1 (1.02%) Adobe Campaign
2 1 (1.02%) Dynamics AX
2 1 (1.02%) SAP CRM
2 1 (1.02%) SAP Hybris
Cloud Services
1 7 (7.14%) Microsoft Azure
2 6 (6.12%) Azure Data Factory
3 2 (2.04%) Dynamics 365
4 1 (1.02%) Cortana Intelligence Suite
Communications & Networking
1 1 (1.02%) SMS
Database & Business Intelligence
1 32 (32.65%) SAP Data Services
2 21 (21.43%) DataStage
3 14 (14.29%) BusinessObjects
3 14 (14.29%) SAP HANA
4 13 (13.27%) Data Warehouse
4 13 (13.27%) SQL Server
5 12 (12.24%) BusinessObjects Business Intelligence
6 11 (11.22%) BODI
6 11 (11.22%) SQL Server Integration Services
7 10 (10.20%) Power BI
8 9 (9.18%) SQL Server Reporting Services
9 8 (8.16%) SQL Server Analysis Services
10 6 (6.12%) Azure SQL Data Warehouse
10 6 (6.12%) HDInsight
10 6 (6.12%) Relational Database
11 3 (3.06%) GIS
11 3 (3.06%) RDBMS
12 2 (2.04%) Data Mart
12 2 (2.04%) OLAP
12 2 (2.04%) SAP BW
Development Applications
1 2 (2.04%) Visual Studio
2 1 (1.02%) ERwin
2 1 (1.02%) JIRA
2 1 (1.02%) PowerDesigner
2 1 (1.02%) Rational Rose
General
1 36 (36.73%) Legal
2 9 (9.18%) Finance
3 2 (2.04%) Advertising
3 2 (2.04%) Marketing
4 1 (1.02%) Retail
Job Titles
1 28 (28.57%) Developer
2 20 (20.41%) Consultant
2 20 (20.41%) Data Manager
2 20 (20.41%) SAP Data Manager
2 20 (20.41%) SAP Manager
3 19 (19.39%) Analyst
4 16 (16.33%) SAP Consultant
5 15 (15.31%) Data Migration Lead
5 15 (15.31%) Data Migration Manager
5 15 (15.31%) Migration Manager
5 15 (15.31%) SAP Data Migration Lead
5 15 (15.31%) SAP Data Migration Manager
6 13 (13.27%) SAP Developer
7 11 (11.22%) SAP BusinessObjects (BO) Developer
8 8 (8.16%) Business Intelligence Developer
9 7 (7.14%) Analyst Developer
9 7 (7.14%) Developer Analyst
9 7 (7.14%) Report Analyst
10 6 (6.12%) Data Analyst
10 6 (6.12%) Report Developer
Libraries, Frameworks & Software Standards
1 6 (6.12%) CSS
1 6 (6.12%) HTML
2 1 (1.02%) .NET
2 1 (1.02%) BAPI
2 1 (1.02%) IDoc
2 1 (1.02%) Mason
2 1 (1.02%) SAPUI5
2 1 (1.02%) Web Dynpro
2 1 (1.02%) XML
Miscellaneous
1 10 (10.20%) Analytical Skills
2 6 (6.12%) Algorithms
3 3 (3.06%) Computer Science
3 3 (3.06%) Data Centre
4 2 (2.04%) Data Structures
4 2 (2.04%) LLPG
4 2 (2.04%) Management Information System
5 1 (1.02%) Enterprise Software
Operating Systems
1 3 (3.06%) Windows
2 1 (1.02%) Windows Server
Processes & Methodologies
1 59 (60.20%) ETL
2 58 (59.18%) Migration
3 55 (56.12%) Data Migration
4 39 (39.80%) Project Management
5 38 (38.78%) Coaching
6 37 (37.76%) Business Transformation
7 36 (36.73%) Business Development
7 36 (36.73%) Risk Identification and Mitigation
7 36 (36.73%) Risk Management
8 30 (30.61%) Business Intelligence
9 23 (23.47%) Data Management
10 17 (17.35%) System Testing
10 17 (17.35%) User Acceptance Testing
11 14 (14.29%) Data Integration
11 14 (14.29%) Stakeholder Management
12 13 (13.27%) Agile Software Development
13 12 (12.24%) Data Modelling
14 11 (11.22%) Analytics
15 8 (8.16%) Customer Requirements
15 8 (8.16%) Visualisation
Programming Languages
1 26 (26.53%) SQL
2 18 (18.37%) ABAP
3 8 (8.16%) R
4 7 (7.14%) Python
5 6 (6.12%) JavaScript
6 5 (5.10%) VBA
7 3 (3.06%) C#
8 2 (2.04%) C
8 2 (2.04%) PL/SQL
8 2 (2.04%) XAML
9 1 (1.02%) T-SQL
Qualifications
1 23 (23.47%) Security Cleared
2 4 (4.08%) SC Cleared
3 1 (1.02%) ISEB
Quality Assurance & Compliance
1 27 (27.55%) Data Quality
2 1 (1.02%) QA
Vendors
1 55 (56.12%) SAP
2 23 (23.47%) Oracle
3 20 (20.41%) Informatica
4 17 (17.35%) Microsoft
5 9 (9.18%) Tableau
6 6 (6.12%) Cognos
7 2 (2.04%) Salesforce.com
8 1 (1.02%) Adobe
8 1 (1.02%) Callidus
8 1 (1.02%) HP
8 1 (1.02%) hybris
8 1 (1.02%) ServiceNow
8 1 (1.02%) Siebel