The table below looks at the statistics for Data Cleansing skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Data Cleansing over the 3 months to 10 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
10 Dec 2016
Same period 2015 Same period 2014
Data Cleansing (Data Cleaning, Data Scrubbing)
Rank 714 755 722
Rank change year-on-year
+41 -33
Permanent jobs citing Data Cleansing 168 209 257
As % of all permanent IT jobs located in the UK 0.19% 0.20% 0.23%
As % of the Processes & Methodologies category 0.21% 0.23% 0.26%
Number of salaries quoted 132 140 206
Median salary £40,000 £36,000 £46,250
Median salary % change year-on-year
+11.11% -22.16%
90% offered a salary of more than £28,100 £28,550 £29,633
10% offered a salary of more than £70,000 £62,250 £71,250
UK excluding London median salary £37,500 £35,000 £41,500
% change year-on-year
+7.14% -15.66%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised across the UK.

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
78934 92697 97322
As % of all permanent IT jobs located in the UK 88.07% 87.56% 85.72%
Number of salaries quoted 65072 76555 80048
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £32,500 £31,193
10% offered a salary of more than £77,500 £72,500 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Cleansing
Jobs Demand Trend

The demand trend of job ads citing Data Cleansing as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Cleansing Jobs Demand Trend in the UK

Data Cleansing
Salary Trend

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

Data Cleansing Salary Trend in the UK

Data Cleansing
Salary Histogram

This chart provides a salary histogram for IT jobs citing Data Cleansing over the 3 months to 10 December 2016 within the UK.

Data Cleansing Salary Histogram in the UK

Data Cleansing
Top 30 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Cleansing within the UK over the 3 months to 10 December 2016. 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
(Click see detailed
statistics and trends)
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
England +28 160 £39,500 +4.63% 19
London +13 65 £45,250 -4.73% 13
South East +45 41 £35,000 - 1
West Yorkshire +38 12 £46,000 +8.23%
Yorkshire +34 12 £46,000 +8.23%
North West -11 12 £35,000 +27.27%
East of England +26 10 £42,500 -24.10%
Manchester -4 10 £35,000 +27.27%
West Midlands -11 9 £37,000 -10.84% 2
West Sussex +32 8 £35,000 -
East Sussex +25 8 £36,000 +2.85%
City of London +18 8 £37,500 -37.50% 3
Surrey +17 8 £52,500 +82.60%
South West +6 8 £39,500 +12.85% 1
Crawley - 8 £35,000 -
Leeds +30 7 £46,000 +8.23%
Brighton +25 7 £36,000 +2.85%
Hampshire +13 7 £31,500 -35.38%
Egham +12 7 - -
Hertfordshire +10 6 £42,500 +2.40%
Buckinghamshire +9 6 £60,000 +84.61% 1
Milton Keynes +4 6 £60,000 +84.61% 1
Bristol +10 5 £40,000 +14.28%
East Midlands +7 5 £45,000 +12.50% 2
Cardiff -5 5 £45,500 +51.66%
South Wales -10 5 £45,500 +51.66%
Wales -20 5 £45,500 +51.66%
Berkshire +48 4 £27,000 -20.58%
Walsall +20 3 £37,000 -32.72%
Nottingham +1 3 £39,000 -2.50% 1

Data Cleansing
Top 30 Related IT Skills

For the 6 months to 10 December 2016, 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 with a requirement for Data Cleansing.

1 224 (54.90%) SQL
2 157 (38.48%) ETL
3 150 (36.76%) Business Intelligence
4 138 (33.82%) Finance
5 126 (30.88%) Migration
6 121 (29.66%) Data Management
7 115 (28.19%) SQL Server
7 115 (28.19%) Data Quality
8 106 (25.98%) Data Migration
8 106 (25.98%) Microsoft
9 103 (25.25%) Oracle
10 97 (23.77%) Analytical Skills
11 86 (21.08%) Data Analysis
12 82 (20.10%) Data Modelling
13 80 (19.61%) MS Excel
14 72 (17.65%) Data Warehouse
15 70 (17.16%) Analytics
16 66 (16.18%) Degree
17 59 (14.46%) SQL Server Integration Services
18 58 (14.22%) T-SQL
19 55 (13.48%) CRM
20 51 (12.50%) SAP
21 49 (12.01%) Management Information System
22 47 (11.52%) Informatica
22 47 (11.52%) Visualisation
23 46 (11.27%) MS Office
24 45 (11.03%) Legal
25 43 (10.54%) SQL Server Reporting Services
26 40 (9.80%) Tableau
27 39 (9.56%) Data Integration

Data Cleansing
Top Related 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 26 (6.37%) SAS
2 21 (5.15%) IIS
3 15 (3.68%) Apache Spark
4 8 (1.96%) SharePoint
5 6 (1.47%) Apache Pig
6 5 (1.23%) Oracle SOA Suite
7 4 (0.98%) Elasticsearch
8 3 (0.74%) Oracle Workflow
8 3 (0.74%) PowerExchange
8 3 (0.74%) Tomcat
9 2 (0.49%) Confluence
10 1 (0.25%) Apache
10 1 (0.25%) WordPress
Applications
1 80 (19.61%) MS Excel
2 46 (11.27%) MS Office
3 18 (4.41%) MS PowerPoint
4 12 (2.94%) SPSS
5 8 (1.96%) MS Project
6 7 (1.72%) MS Visio
7 2 (0.49%) CPLEX
8 1 (0.25%) Stata
Business Applications
1 8 (1.96%) Dynamics CRM
2 6 (1.47%) SAP Oil and Gas
3 5 (1.23%) Dynamics AX
3 5 (1.23%) OpenText VIM for SAP
3 5 (1.23%) SAP CO
3 5 (1.23%) SAP CRM
3 5 (1.23%) SAP ERP
3 5 (1.23%) SAP FI
3 5 (1.23%) SAP FI/CO
3 5 (1.23%) SAP MDM
3 5 (1.23%) SAP MM
3 5 (1.23%) SAP SD
4 4 (0.98%) Adobe Campaign
5 3 (0.74%) Cognos TM1
6 2 (0.49%) Cognos Business Intelligence
6 2 (0.49%) Oracle CRM
6 2 (0.49%) Oracle ERP
6 2 (0.49%) Oracle Internet Expenses
6 2 (0.49%) Oracle Procure-to-Pay
6 2 (0.49%) Salesforce.com CRM
Cloud Services
1 12 (2.94%) Amazon AWS
2 8 (1.96%) Microsoft Azure
3 7 (1.72%) Cloud Computing
4 2 (0.49%) Boomi
5 1 (0.25%) Force.com
5 1 (0.25%) SaaS
5 1 (0.25%) SuccessFactors
Communications & Networking
1 14 (3.43%) Internet
2 5 (1.23%) Intranet
3 1 (0.25%) DHCP
3 1 (0.25%) FTP
3 1 (0.25%) HTTP
Database & Business Intelligence
1 115 (28.19%) SQL Server
2 72 (17.65%) Data Warehouse
3 59 (14.46%) SQL Server Integration Services
4 43 (10.54%) SQL Server Reporting Services
5 36 (8.82%) Big Data
6 35 (8.58%) Data Mining
7 34 (8.33%) Relational Database
8 31 (7.60%) QlikView
9 28 (6.86%) SAP Data Services
10 27 (6.62%) SQL Server Analysis Services
11 22 (5.39%) Star Schema
12 21 (5.15%) SQL Server 2012
13 19 (4.66%) BusinessObjects
13 19 (4.66%) PowerPivot
14 18 (4.41%) DataStage
14 18 (4.41%) Power BI
15 17 (4.17%) Hadoop
16 16 (3.92%) SQL Server 2014
17 13 (3.19%) MySQL
17 13 (3.19%) Oracle Database
Development Applications
1 18 (4.41%) ERwin
2 13 (3.19%) Talend Open Studio
3 8 (1.96%) LSMW
4 5 (1.23%) MSBuild
4 5 (1.23%) Octopus Deploy
5 4 (0.98%) Git (software)
6 2 (0.49%) GitLab
6 2 (0.49%) IntelliJ
6 2 (0.49%) JIRA
6 2 (0.49%) Visual Studio
7 1 (0.25%) Atlassian Bamboo
7 1 (0.25%) Subversion
General
1 138 (33.82%) Finance
2 45 (11.03%) Legal
3 37 (9.07%) Retail
4 35 (8.58%) Marketing
5 23 (5.64%) Banking
6 14 (3.43%) Billing
7 10 (2.45%) Music Industry
8 8 (1.96%) Manufacturing
9 7 (1.72%) Games
10 6 (1.47%) Advertising
10 6 (1.47%) Financial Institution
10 6 (1.47%) Telecoms
11 4 (0.98%) Corporate Banking
12 3 (0.74%) General Ledger
12 3 (0.74%) Law
12 3 (0.74%) Pharmaceutical
13 2 (0.49%) International Banking
14 1 (0.25%) German Language
14 1 (0.25%) Investment Banking
14 1 (0.25%) Publishing
Job Titles
1 126 (30.88%) Analyst
2 85 (20.83%) Developer
3 76 (18.63%) Data Analyst
4 38 (9.31%) Data Manager
5 33 (8.09%) SQL Developer
6 28 (6.86%) Business Intelligence Developer
7 25 (6.13%) Architect
8 24 (5.88%) SAP Data Manager
8 24 (5.88%) SAP Manager
9 23 (5.64%) Data Architect
9 23 (5.64%) SSIS Developer
10 22 (5.39%) Administrator
11 19 (4.66%) Junior
12 18 (4.41%) SQL BI Developer
13 17 (4.17%) Business Analyst
13 17 (4.17%) Business Intelligence Analyst
13 17 (4.17%) ETL Developer
13 17 (4.17%) Release Engineer
14 16 (3.92%) Data Engineer
14 16 (3.92%) Data Scientist
Libraries, Frameworks & Software Standards
1 37 (9.07%) .NET
2 32 (7.84%) Web Services
3 17 (4.17%) XML
4 16 (3.92%) HTML
5 10 (2.45%) MDX
5 10 (2.45%) Regular Expression
6 7 (1.72%) ASP.NET
7 6 (1.47%) ASP.NET Web API
7 6 (1.47%) ODBC
7 6 (1.47%) SOAP
8 5 (1.23%) COM
8 5 (1.23%) WCF
8 5 (1.23%) WPF
9 4 (0.98%) NumPy
9 4 (0.98%) Pandas
9 4 (0.98%) REST
9 4 (0.98%) scikit-learn
10 3 (0.74%) jQuery
10 3 (0.74%) RESTful
10 3 (0.74%) Spring
Miscellaneous
1 97 (23.77%) Analytical Skills
2 49 (12.01%) Management Information System
3 47 (11.52%) Visualisation
4 39 (9.56%) Data Integration
5 27 (6.62%) Computer Science
6 22 (5.39%) Mathematics
7 21 (5.15%) Data Extraction
8 17 (4.17%) Statistics
9 12 (2.94%) Algorithms
9 12 (2.94%) Data Structures
9 12 (2.94%) Social Media
10 11 (2.70%) Replication
11 6 (1.47%) Credit Risk
11 6 (1.47%) Data Conversion
11 6 (1.47%) Social Network
12 5 (1.23%) Neural Network
13 4 (0.98%) Economics
14 3 (0.74%) Data Centre
14 3 (0.74%) Digital Media
15 2 (0.49%) Linked Data
Operating Systems
1 15 (3.68%) Windows
2 11 (2.70%) Linux
3 8 (1.96%) Unix
4 2 (0.49%) Ubuntu
4 2 (0.49%) Windows Server
5 1 (0.25%) AIX
5 1 (0.25%) Apple iOS
Processes & Methodologies
1 157 (38.48%) ETL
2 150 (36.76%) Business Intelligence
3 126 (30.88%) Migration
4 121 (29.66%) Data Management
5 106 (25.98%) Data Migration
6 86 (21.08%) Data Analysis
7 82 (20.10%) Data Modelling
8 70 (17.16%) Analytics
9 55 (13.48%) CRM
10 39 (9.56%) Agile Software Development
10 39 (9.56%) Master Data Management
10 39 (9.56%) Project Management
11 33 (8.09%) Data Visualisation
12 31 (7.60%) ERP
13 30 (7.35%) Risk Management
14 28 (6.86%) Stakeholder Management
15 27 (6.62%) Performance Tuning
16 24 (5.88%) Data Governance
17 23 (5.64%) Mentoring
18 22 (5.39%) User Acceptance Testing
Programming Languages
1 224 (54.90%) SQL
2 58 (14.22%) T-SQL
3 35 (8.58%) Python
4 26 (6.37%) C#
5 24 (5.88%) JavaScript
5 24 (5.88%) VBA
6 21 (5.15%) Java
7 15 (3.68%) R
8 14 (3.43%) PowerShell
9 13 (3.19%) Data Analysis Expressions (DAX)
10 7 (1.72%) Bash Shell
11 6 (1.47%) C++
11 6 (1.47%) PL/SQL
12 5 (1.23%) PHP
12 5 (1.23%) VB
12 5 (1.23%) VBScript
13 3 (0.74%) ABAP
13 3 (0.74%) Scala
14 2 (0.49%) Clojure
14 2 (0.49%) SAS Macro
Qualifications
1 66 (16.18%) Degree
2 18 (4.41%) Security Cleared
3 11 (2.70%) PhD
4 5 (1.23%) SC Cleared
5 3 (0.74%) AAT
5 3 (0.74%) ACCA
5 3 (0.74%) CIMA
5 3 (0.74%) ITIL Certification
5 3 (0.74%) PRINCE2 Certification
6 2 (0.49%) PMI Certification
7 1 (0.25%) DBS Check
7 1 (0.25%) ISEB
7 1 (0.25%) ISTQB
7 1 (0.25%) Postgraduate
Quality Assurance & Compliance
1 115 (28.19%) Data Quality
2 14 (3.43%) QA
3 4 (0.98%) PCI DSS
3 4 (0.98%) SLA
4 1 (0.25%) Dodd-Frank
4 1 (0.25%) EMIR
4 1 (0.25%) FATCA
4 1 (0.25%) ISO/IEC 27001
System Software
1 3 (0.74%) HDFS
2 1 (0.25%) Apache ZooKeeper
2 1 (0.25%) Docker
Systems Management
1 3 (0.74%) Oracle EDQ
2 2 (0.49%) Ansible
3 1 (0.25%) Hadoop YARN
3 1 (0.25%) SCCM
Vendors
1 106 (25.98%) Microsoft
2 103 (25.25%) Oracle
3 51 (12.50%) SAP
4 47 (11.52%) Informatica
5 40 (9.80%) Tableau
6 39 (9.56%) IBM
7 18 (4.41%) Teradata
8 15 (3.68%) Salesforce.com
9 13 (3.19%) Talend
10 12 (2.94%) Cognos
11 11 (2.70%) Trillium
12 5 (1.23%) Netezza
13 4 (0.98%) Alteryx
14 3 (0.74%) hybris
14 3 (0.74%) NetSuite
14 3 (0.74%) Zend
15 2 (0.49%) Atlassian
15 2 (0.49%) DataFlux
15 2 (0.49%) Google
15 2 (0.49%) Northgate
North London
Ashdown IT
Salary: £24000 - £28000 per annum + Benefits
Posted: Yesterday
City, London
Best Practice Talent Solutions
Salary: From £55,000 to £75,000 per annum Salary offered dependent on current
Posted: Yesterday
London, UK
Kobalt Music
Salary: Competitive
Posted: Yesterday
United Kingdom
Capgemini UK
Posted: Yesterday
London
E D & F Man Holdings Ltd.
Salary: Bonus + Excellent Benefits
Posted: Yesterday
Kingston Upon Thames, Surrey
Client Server
Salary: £35k to £40k + benefits
Posted: 2 days ago
London
Churchill Frank
Salary: £80000 - £81000 per annum
Posted: 2 days ago
City, London
Best Practice Talent Solutions
Salary: From £27,000 to £47,000 per annum Salary will be given based on experi
Posted: 6 days ago
City, London
ARC IT Recruitment Ltd
Salary: £35000 - £40000 per annum + Plus Excellent Benefits
Posted: 2 days ago
Solihull, West Midlands (County)
360 Resourcing Solutions
Salary: £15,000 - £20,000 per annum
Posted: 4 days ago
Surbiton, Surrey
Talent International
Salary: £25000.00 per annum + Pension + Private Healthcare
Posted: 3 days ago
Nottingham, Nottinghamshire
Understanding Recruitment
Salary: £40000.00 - £45000.00 per annum
Posted: 5 days ago
Gloucester, Gloucestershire
Informatiq Consulting
Posted: 2 days ago
Birmingham, West Midlands (County)
Computer People
Salary: £35000.00 - £40000.00 per annum + Benefits
Posted: 4 days ago
South East London
Zoopla Property Group Plc
Salary: Excellent benefits including bonus, free breakfast & onsite gym
Posted: 9 days ago
Milton Keynes
Mint
Salary: £50000 - £55000 per annum + Benefits
Posted: 19 days ago
Kingston upon Thames
Client Server
Salary: £35k to £40k + benefits
Posted: 17 days ago
Leicester, Leicestershire
Mason Frank International
Salary: £28000 - £32000 per annum + Bonus
Posted: 4 days ago
London
Cititec Associates Limited
Salary: £100000 - £120000 per annum + Shares + Bonuses + Benefits
Posted: 26 days ago
Edinburgh, Midlothian
The List
Salary: Competitive salary + excellent benefits
Posted: 18 days ago