Period
to 9 December 2019

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 9 December 2019 with a comparison to the same period in the previous 2 years.

Data Cleansing (Data Cleaning, Data Scrubbing)
England > South East
6 months to
9 Dec 2019
Same period 2018 Same period 2017
Rank 411 499 451
Rank change year-on-year +88 -48 +46
Permanent jobs citing Data Cleansing 78 41 105
As % of all permanent IT jobs advertised in the South East 0.32% 0.15% 0.34%
As % of the Processes & Methodologies category 0.35% 0.16% 0.38%
Number of salaries quoted 48 27 51
South East median annual salary £48,750 £45,000 £37,500
Median salary % change year-on-year +8.33% +20.00% -3.85%
10th Percentile £26,100 £25,750 £23,000
90th Percentile £130,000 £62,000 £55,025
England median annual salary £52,500 £45,000 £47,500
% change year-on-year +16.67% -5.26% +5.56%

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 22,122 25,640 27,931
As % of all permanent IT jobs advertised in the South East 90.24% 91.44% 90.25%
Number of salaries quoted 17,898 21,022 22,981
South East median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £28,500 £28,250 £27,000
90th Percentile £75,000 £72,500 £68,750
England median annual salary £52,500 £52,500 £50,000
% change year-on-year - +5.00% -

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 9 December 2019.

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 9 December 2019. 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
Thames Valley +43 30 £120,000 +166.67% 4
Surrey +46 29 £36,000 +35.85% 1
Berkshire +38 22 £120,000 +182.35% 2
Hampshire +24 18 £54,000 +8.00% 3
Buckinghamshire +12 7 £25,500 -43.33%
Oxfordshire +6 1 £100,000 +110.53% 2
Data Cleansing
England

For the 6 months to 9 December 2019, IT jobs citing Data Cleansing also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the South East region with a requirement for Data Cleansing.

1 34 (43.59%) Data Quality
2 32 (41.03%) Migration
3 31 (39.74%) Data Migration
4 23 (29.49%) Degree
5 22 (28.21%) Data Governance
6 20 (25.64%) Business Intelligence
7 19 (24.36%) Data Modelling
8 18 (23.08%) CRM
9 17 (21.79%) Informatica
9 17 (21.79%) Data Architecture
10 16 (20.51%) Data Management
11 15 (19.23%) Microsoft
12 14 (17.95%) Security Cleared
13 13 (16.67%) Data Integration
13 13 (16.67%) SC Cleared
13 13 (16.67%) Software Engineering
13 13 (16.67%) Marketing
13 13 (16.67%) Telecoms
13 13 (16.67%) Finance
13 13 (16.67%) Machine Learning
13 13 (16.67%) Big Data
13 13 (16.67%) Deep Learning
13 13 (16.67%) Data Science
14 12 (15.38%) SAP
14 12 (15.38%) Neural Network
14 12 (15.38%) Computer Science
15 11 (14.10%) DV Cleared
15 11 (14.10%) C
15 11 (14.10%) Data Transformation
15 11 (14.10%) Root Cause Analysis

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 3 (3.85%) SharePoint
2 1 (1.28%) Apache
2 1 (1.28%) Apache Solr
2 1 (1.28%) Apache Spark
2 1 (1.28%) Elasticsearch
Applications
1 10 (12.82%) Microsoft Excel
2 6 (7.69%) Microsoft Office
3 2 (2.56%) Microsoft PowerPoint
3 2 (2.56%) Spreadsheet
4 1 (1.28%) Weka
Business Applications
1 9 (11.54%) Dynamics CRM
2 7 (8.97%) NetSuite
2 7 (8.97%) SAP HCM
3 2 (2.56%) SAP MDG
3 2 (2.56%) SAP MDM
4 1 (1.28%) Sage 200
Cloud Services
1 10 (12.82%) Boomi
2 9 (11.54%) Office 365
3 8 (10.26%) SuccessFactors
4 4 (5.13%) Azure
4 4 (5.13%) Power Platform
5 3 (3.85%) Dynamics 365
6 1 (1.28%) AWS
6 1 (1.28%) Google Sheets
6 1 (1.28%) PaaS
6 1 (1.28%) SaaS
Database & Business Intelligence
1 13 (16.67%) Big Data
2 8 (10.26%) SQL Server
3 4 (5.13%) Power BI
4 2 (2.56%) BODI
4 2 (2.56%) BusinessObjects
4 2 (2.56%) Data Warehouse
4 2 (2.56%) DataStage
4 2 (2.56%) SAP Data Services
4 2 (2.56%) Sisense
4 2 (2.56%) SQL Server Integration Services
4 2 (2.56%) SQL Server Reporting Services
5 1 (1.28%) Data Mining
5 1 (1.28%) Flink
5 1 (1.28%) Hadoop
5 1 (1.28%) MongoDB
5 1 (1.28%) MS Access
5 1 (1.28%) NoSQL
5 1 (1.28%) Relational Database
Development Applications
1 7 (8.97%) ERwin
2 2 (2.56%) LSMW
3 1 (1.28%) Oracle Forms
3 1 (1.28%) Team Foundation Server
3 1 (1.28%) Visual Studio
General
1 13 (16.67%) Finance
1 13 (16.67%) Marketing
1 13 (16.67%) Telecoms
2 5 (6.41%) Public Sector
3 3 (3.85%) Electronics
3 3 (3.85%) Manufacturing
4 1 (1.28%) Banking
4 1 (1.28%) Retail
Job Titles
1 10 (12.82%) Analyst
1 10 (12.82%) Data Manager
1 10 (12.82%) Developer
2 9 (11.54%) Business Development Executive
3 8 (10.26%) Administrator
4 7 (8.97%) Data Scientist
5 6 (7.69%) Data Governance Analyst
5 6 (7.69%) Data Governance Manager
5 6 (7.69%) Governance Manager
5 6 (7.69%) Software Developer
6 5 (6.41%) Architect
6 5 (6.41%) Data Architect
6 5 (6.41%) Software Engineer
7 4 (5.13%) Head of Architecture
7 4 (5.13%) Head of Data Architecture
8 3 (3.85%) Data Analyst
8 3 (3.85%) Data Engineer
8 3 (3.85%) Data Science Engineer
8 3 (3.85%) Strategy Manager
9 2 (2.56%) Lead Architect
Libraries, Frameworks & Software Standards
1 6 (7.69%) HTML
2 4 (5.13%) .NET
2 4 (5.13%) Middleware
3 3 (3.85%) CSS
3 3 (3.85%) jQuery
4 2 (2.56%) BAPI
4 2 (2.56%) IDoc
5 1 (1.28%) .NET Core
5 1 (1.28%) .NET Framework
5 1 (1.28%) Cascading
5 1 (1.28%) Kafka
5 1 (1.28%) Keras
5 1 (1.28%) OpenNLP
5 1 (1.28%) Oracle GoldenGate
5 1 (1.28%) PyTorch
5 1 (1.28%) scikit-learn
5 1 (1.28%) TensorFlow
Miscellaneous
1 8 (10.26%) Replication
2 6 (7.69%) Analytical Skills
3 3 (3.85%) Data Structures
3 3 (3.85%) Greenfield Project
4 2 (2.56%) Management Information System
5 1 (1.28%) Algorithms
5 1 (1.28%) Driving Licence
5 1 (1.28%) User Experience
Operating Systems
1 3 (3.85%) Windows
2 1 (1.28%) Linux
2 1 (1.28%) Windows 10
2 1 (1.28%) Windows Server
Processes & Methodologies
1 32 (41.03%) Migration
2 31 (39.74%) Data Migration
3 22 (28.21%) Data Governance
4 20 (25.64%) Business Intelligence
5 19 (24.36%) Data Modelling
6 18 (23.08%) CRM
7 17 (21.79%) Data Architecture
8 16 (20.51%) Data Management
9 13 (16.67%) Data Integration
9 13 (16.67%) Data Science
9 13 (16.67%) Deep Learning
9 13 (16.67%) Machine Learning
9 13 (16.67%) Software Engineering
10 12 (15.38%) Computer Science
10 12 (15.38%) Neural Network
11 11 (14.10%) Data Transformation
11 11 (14.10%) Root Cause Analysis
12 10 (12.82%) Agile Software Development
12 10 (12.82%) Analytics
12 10 (12.82%) Matrix Organization
Programming Languages
1 11 (14.10%) C
2 7 (8.97%) SQL
3 6 (7.69%) C#
4 5 (6.41%) Python
4 5 (6.41%) VB
4 5 (6.41%) VBA
5 4 (5.13%) Java
6 3 (3.85%) JavaScript
7 2 (2.56%) ABAP
7 2 (2.56%) C++
8 1 (1.28%) PL/SQL
8 1 (1.28%) R
8 1 (1.28%) Scala
8 1 (1.28%) T-SQL
Qualifications
1 23 (29.49%) Degree
2 14 (17.95%) Security Cleared
3 13 (16.67%) SC Cleared
4 11 (14.10%) DV Cleared
5 3 (3.85%) Computer Science Degree
6 1 (1.28%) Microsoft Certification
Quality Assurance & Compliance
1 34 (43.59%) Data Quality
2 2 (2.56%) SLA
System Software
1 9 (11.54%) Hyper-V
2 1 (1.28%) Active Directory
Systems Management
1 1 (1.28%) Data Guard
Vendors
1 17 (21.79%) Informatica
2 15 (19.23%) Microsoft
3 12 (15.38%) SAP
4 9 (11.54%) Veeam
4 9 (11.54%) VMware
5 4 (5.13%) Anaplan
5 4 (5.13%) Dell
5 4 (5.13%) Salesforce.com
6 3 (3.85%) JD Edwards
6 3 (3.85%) Tableau
7 2 (2.56%) Google
8 1 (1.28%) BT
8 1 (1.28%) Oracle
8 1 (1.28%) Sage