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 3 months to 23 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
England / South East
Rank 348 411 431
Rank change year-on-year +63 +20  
Permanent jobs citing Data Cleansing 42 45 37
As % of all permanent IT jobs advertised in the South East 0.29% 0.23% 0.18%
As % of the Processes & Methodologies category 0.33% 0.27% 0.21%
Number of salaries quoted 22 27 11
Median salary £38,250 £41,750 £60,000
Median salary % change year-on-year -8.38% -30.41%  
90% offered a salary of more than £31,500 £34,500 £45,000
10% offered a salary of more than £63,750 £43,647 £65,000
UK excluding London median salary £43,761 £41,500 £40,000
% change year-on-year +5.44% +3.75%  

Data Cleansing is in the process and methodology skills category. The next 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 and methodology skills.

Process & Methodology Skills
South East
Permanent job vacancies with a requirement for process and methodology skills 12651 16697 17471
As % of all permanent IT job vacancies advertised in the South East 86.00% 87.11% 85.76%
Number of salaries quoted 10374 14092 13940
Median salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.55%  
90% offered a salary of more than £31,000 £30,000 £30,000
10% offered a salary of more than £67,500 £67,500 £69,250
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Cleansing
Job Vacancy Trend in the South East

The job posting trend of jobs advertised in the South East citing Data Cleansing as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

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 3 months to 23 March 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 3 months to 23 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Surrey +38 17 £50,000 +20.48% 1
Berkshire +28 10 £37,500 -10.71% 2
Oxfordshire -3 5 £31,500 - 2
Buckinghamshire - 3 £65,000 - 2
East Sussex +7 2 £43,011 -3.98%
Kent - 2 £32,500 -
Hampshire +15 1 £32,500 -7.14% 2
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in the South East

For the 6 months to 23 March 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 47 (60.26%) Migration
2 35 (44.87%) Data Migration
3 33 (42.31%) SAP
4 27 (34.62%) ETL
5 26 (33.33%) Legal
6 25 (32.05%) SAP Data Services
7 24 (30.77%) Business Development
7 24 (30.77%) Business Transformation
8 23 (29.49%) Coaching
8 23 (29.49%) Risk Identification and Mitigation
8 23 (29.49%) Data Management
8 23 (29.49%) Risk Management
8 23 (29.49%) Oracle
9 22 (28.21%) Project Management
10 18 (23.08%) Data Quality
11 17 (21.79%) Informatica
11 17 (21.79%) DataStage
12 16 (20.51%) Data Modelling
13 14 (17.95%) Analytical Skills
13 14 (17.95%) SQL
14 13 (16.67%) Agile Software Development
15 12 (15.38%) Management Information System
15 12 (15.38%) BusinessObjects
16 11 (14.10%) Business Intelligence
17 10 (12.82%) Stakeholder Management
17 10 (12.82%) Finance
18 9 (11.54%) Degree
19 8 (10.26%) Business Analysis
19 8 (10.26%) Visualisation
19 8 (10.26%) Data Warehouse

Data Cleansing
Top Related 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 4 (5.13%) Apache Spark
2 2 (2.56%) IIS
3 1 (1.28%) SAS
Applications
1 5 (6.41%) MS Excel
2 4 (5.13%) MS Office
3 1 (1.28%) MS PowerPoint
3 1 (1.28%) Stata
Business Applications
1 1 (1.28%) Dynamics GP
1 1 (1.28%) SAP S/4HANA
Cloud Services
1 2 (2.56%) SuccessFactors
Database & Business Intelligence
1 25 (32.05%) SAP Data Services
2 17 (21.79%) DataStage
3 12 (15.38%) BusinessObjects
4 8 (10.26%) Data Warehouse
5 7 (8.97%) Relational Database
5 7 (8.97%) SQL Server
5 7 (8.97%) SQL Server Integration Services
6 6 (7.69%) Big Data
7 5 (6.41%) BusinessObjects Business Intelligence
7 5 (6.41%) SAP HANA
8 4 (5.13%) Apache Hive
8 4 (5.13%) Data Mining
8 4 (5.13%) Hadoop
8 4 (5.13%) HBase
8 4 (5.13%) NoSQL
8 4 (5.13%) SQL Server Reporting Services
9 3 (3.85%) MS Access
9 3 (3.85%) SQL Server 2008
9 3 (3.85%) SQL Server Analysis Services
9 3 (3.85%) Star Schema
Development Applications
1 2 (2.56%) MSBuild
2 1 (1.28%) LSMW
General
1 26 (33.33%) Legal
2 10 (12.82%) Finance
3 7 (8.97%) Retail
4 6 (7.69%) Banking
5 3 (3.85%) Corporate Banking
6 2 (2.56%) Automotive
7 1 (1.28%) Billing
7 1 (1.28%) Marketing
Job Titles
1 32 (41.03%) Analyst
2 16 (20.51%) Data Manager
3 15 (19.23%) SAP Data Manager
3 15 (19.23%) SAP Manager
4 14 (17.95%) Business Analyst
5 10 (12.82%) Data Analyst
6 5 (6.41%) Business Intelligence Analyst
6 5 (6.41%) SAP BusinessObjects (BO) Analyst
7 4 (5.13%) Big Data Engineer
7 4 (5.13%) Data Engineer
7 4 (5.13%) Data Scientist
7 4 (5.13%) HR Analyst
7 4 (5.13%) Senior Analyst
8 3 (3.85%) Developer
8 3 (3.85%) HR Business Analyst
8 3 (3.85%) Senior Data Analyst
8 3 (3.85%) SQL Developer
9 2 (2.56%) Applications Support Analyst
9 2 (2.56%) DBA
9 2 (2.56%) Project Manager
Libraries, Frameworks & Software Standards
1 6 (7.69%) Web Services
2 5 (6.41%) REST
3 4 (5.13%) Kafka
4 2 (2.56%) .NET
5 1 (1.28%) JSON
5 1 (1.28%) SOAP
5 1 (1.28%) XML
5 1 (1.28%) XSLT
Miscellaneous
1 14 (17.95%) Analytical Skills
2 12 (15.38%) Management Information System
3 4 (5.13%) Algorithms
3 4 (5.13%) Social Media
3 4 (5.13%) Virtual Team
4 2 (2.56%) Data Protection Act
Processes & Methodologies
1 47 (60.26%) Migration
2 35 (44.87%) Data Migration
3 27 (34.62%) ETL
4 24 (30.77%) Business Development
4 24 (30.77%) Business Transformation
5 23 (29.49%) Coaching
5 23 (29.49%) Data Management
5 23 (29.49%) Risk Identification and Mitigation
5 23 (29.49%) Risk Management
6 22 (28.21%) Project Management
7 16 (20.51%) Data Modelling
8 13 (16.67%) Agile Software Development
9 11 (14.10%) Business Intelligence
10 10 (12.82%) Stakeholder Management
11 8 (10.26%) Business Analysis
11 8 (10.26%) Visualisation
12 7 (8.97%) Data Analysis
12 7 (8.97%) Facilities Management
13 6 (7.69%) CRM
13 6 (7.69%) Data Integration
Programming Languages
1 14 (17.95%) SQL
2 5 (6.41%) R
3 4 (5.13%) Python
4 3 (3.85%) T-SQL
5 2 (2.56%) PowerShell
6 1 (1.28%) C#
Qualifications
1 9 (11.54%) Degree
2 2 (2.56%) SC Cleared
2 2 (2.56%) Security Cleared
3 1 (1.28%) Postgraduate
Quality Assurance & Compliance
1 18 (23.08%) Data Quality
2 4 (5.13%) QA
3 3 (3.85%) PMO
4 1 (1.28%) SLA
Vendors
1 33 (42.31%) SAP
2 23 (29.49%) Oracle
3 17 (21.79%) Informatica
4 5 (6.41%) Microsoft
5 2 (2.56%) IBM
6 1 (1.28%) Minitab
6 1 (1.28%) Salesforce.com
Reading, Berkshire
HAYS INFORMATION TECHNOLOGY
Salary: £26000.00 - £28500.00 per annum
Posted: Yesterday
Winchester, Hampshire
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Salary: £26000 - £35000 per annum
Posted: Yesterday
Hampshire
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Salary: £25000 - £35000 per annum
Posted: 2 days ago
Buckinghamshire
Nigel Frank International
Salary: £50000 per annum + Additional Benefits
Posted: Yesterday
Buckinghamshire
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Salary: £50000 per annum + Additional Benefits
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Oxfordshire
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Salary: £30000.00 - £32000.00 per annum
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Reading, Oxfordshire
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Salary: Competitive
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Oxford, Oxfordshire
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Salary: Up to £24,000 per annum depending on skills and experience.
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