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 23 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Feb 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
UK
Rank 642 744 713
Rank change year-on-year
+102 -31
Permanent jobs citing Data Cleansing 206 189 248
As % of all permanent IT jobs located in the UK 0.25% 0.18% 0.23%
As % of the Processes & Methodologies category 0.28% 0.21% 0.27%
Number of salaries quoted 170 127 191
Median salary £42,500 £42,000 £50,000
Median salary % change year-on-year
+1.19% -16.00%
90% offered a salary of more than £30,000 £31,000 £31,500
10% offered a salary of more than £70,000 £70,000 £70,000
UK excluding London median salary £42,500 £41,000 £40,500
% change year-on-year
+3.65% +1.23%

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
74523 90211 92595
As % of all permanent IT jobs located in the UK 88.77% 88.26% 86.71%
Number of salaries quoted 61273 74883 75830
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 £74,000 £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 23 February 2017 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 23 February 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
England +117 195 £42,500 - 35
London +120 120 £42,500 -19.04% 20
South East +42 36 £43,023 +2.43% 2
City of London +57 29 £37,500 -31.81% 3
Surrey +37 17 £50,000 +17.64%
Egham +4 14 - -
North West -2 10 £50,000 +122.22% 5
Manchester -18 10 £50,000 +122.22% 2
South West +4 9 £38,750 +3.33% 2
Berkshire +26 6 £37,500 -10.71%
East of England +22 6 £33,396 -19.52% 1
West Midlands +21 5 £45,000 -
Bristol +3 5 £37,500 -
Slough +26 4 £37,000 +2.77%
Yorkshire +25 4 £30,000 -29.41% 2
Scotland +18 4 £44,500 -11.00% 2
East Midlands +17 4 £42,500 -
Oxfordshire +16 4 £38,250 - 1
Hertfordshire +15 4 £36,250 -12.12%
Birmingham +13 3 £37,500 -25.00%
Oxford +12 3 £31,500 - 1
Nottingham +7 3 £42,500 -
Nottinghamshire +4 3 £42,500 -
Gloucestershire - 3 £62,000 -
Redhill - 3 £50,000 -
Buckinghamshire - 3 £65,000 -
Beckenham - 3 £45,000 -
Milton Keynes - 3 £65,000 -
Dundee - 3 £44,500 -
Reading +39 2 £39,000 -7.14%

Data Cleansing
Top 30 Related IT Skills

For the 6 months to 23 February 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 with a requirement for Data Cleansing.

1 184 (48.29%) SQL
2 140 (36.75%) ETL
3 117 (30.71%) Migration
4 110 (28.87%) Business Intelligence
5 101 (26.51%) Data Quality
6 97 (25.46%) Microsoft
7 92 (24.15%) Data Migration
8 90 (23.62%) Data Modelling
9 88 (23.10%) Data Management
10 87 (22.83%) Analytical Skills
11 85 (22.31%) Finance
12 84 (22.05%) SQL Server
13 78 (20.47%) Data Analysis
14 77 (20.21%) Analytics
15 75 (19.69%) Oracle
16 71 (18.64%) MS Excel
17 67 (17.59%) Data Warehouse
18 59 (15.49%) Degree
19 56 (14.70%) CRM
20 54 (14.17%) Project Management
21 48 (12.60%) Data Integration
22 46 (12.07%) Python
23 44 (11.55%) SAP
24 43 (11.29%) Agile Software Development
25 41 (10.76%) SQL Server Integration Services
26 39 (10.24%) Relational Database
27 36 (9.45%) Stakeholder Management
28 35 (9.19%) Management Information System
28 35 (9.19%) Tableau
28 35 (9.19%) Marketing

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 30 (7.87%) Apache Spark
2 22 (5.77%) SAS
3 12 (3.15%) Elasticsearch
4 9 (2.36%) Apache
5 8 (2.10%) Apache Pig
6 7 (1.84%) Apache Airflow
6 7 (1.84%) IIS
7 6 (1.57%) Oracle SOA Suite
8 3 (0.79%) Tomcat
8 3 (0.79%) Tornado
9 2 (0.52%) Confluence
9 2 (0.52%) Oracle Workflow
9 2 (0.52%) SharePoint
10 1 (0.26%) BizTalk Server
10 1 (0.26%) WordPress
Applications
1 71 (18.64%) MS Excel
2 31 (8.14%) MS Office
3 11 (2.89%) SPSS
4 9 (2.36%) MS PowerPoint
5 6 (1.57%) MS Project
6 3 (0.79%) SPSS Modeler
7 2 (0.52%) MS Visio
8 1 (0.26%) Stata
Business Applications
1 18 (4.72%) Dynamics CRM
2 4 (1.05%) Dynamics AX
2 4 (1.05%) NetSuite
2 4 (1.05%) SAP ERP
3 3 (0.79%) OpenText VIM for SAP
3 3 (0.79%) Raiser's Edge
3 3 (0.79%) SAP CO
3 3 (0.79%) SAP FI
3 3 (0.79%) SAP FI/CO
3 3 (0.79%) SAP MDG
3 3 (0.79%) SAP MDM
3 3 (0.79%) SAP MM
3 3 (0.79%) SAP SD
4 2 (0.52%) Adobe Campaign
4 2 (0.52%) Oracle Internet Expenses
4 2 (0.52%) Oracle Procure-to-Pay
5 1 (0.26%) Dynamics GP
5 1 (0.26%) Dynamics NAV
5 1 (0.26%) Oracle Assets
5 1 (0.26%) Oracle Subledger Accounting
Cloud Services
1 24 (6.30%) Amazon AWS
2 14 (3.67%) Microsoft Azure
3 8 (2.10%) Amazon Kinesis
4 5 (1.31%) Cloud Computing
4 5 (1.31%) Google Analytics
5 3 (0.79%) Boomi
5 3 (0.79%) Google Cloud Platform
5 3 (0.79%) iTunes
6 2 (0.52%) Amazon S3
6 2 (0.52%) Force.com
6 2 (0.52%) SuccessFactors
7 1 (0.26%) Amazon EC2
7 1 (0.26%) Amazon EMR
7 1 (0.26%) Amazon SQS
Communications & Networking
1 5 (1.31%) Internet
1 5 (1.31%) Intranet
2 1 (0.26%) HTTP
Database & Business Intelligence
1 84 (22.05%) SQL Server
2 67 (17.59%) Data Warehouse
3 41 (10.76%) SQL Server Integration Services
4 39 (10.24%) Relational Database
5 34 (8.92%) Big Data
6 31 (8.14%) SAP Data Services
7 28 (7.35%) Data Mining
8 27 (7.09%) QlikView
9 26 (6.82%) Hadoop
10 25 (6.56%) SQL Server Reporting Services
11 24 (6.30%) MySQL
12 20 (5.25%) BusinessObjects
13 17 (4.46%) DataStage
14 16 (4.20%) Amazon Redshift
14 16 (4.20%) RDBMS
15 15 (3.94%) SQL Server Analysis Services
15 15 (3.94%) Star Schema
16 14 (3.67%) Power BI
17 12 (3.15%) Apache Hive
17 12 (3.15%) SQL Server 2012
Development Applications
1 22 (5.77%) Talend Open Studio
2 9 (2.36%) ERwin
3 6 (1.57%) LSMW
4 5 (1.31%) MSBuild
4 5 (1.31%) Octopus Deploy
5 4 (1.05%) Visual Studio
6 3 (0.79%) Git (software)
6 3 (0.79%) Oracle Forms
7 2 (0.52%) JIRA
7 2 (0.52%) Rational Rhapsody
8 1 (0.26%) Selenium
General
1 85 (22.31%) Finance
2 35 (9.19%) Marketing
3 31 (8.14%) Legal
4 27 (7.09%) Retail
5 21 (5.51%) Banking
6 11 (2.89%) Pharmaceutical
7 10 (2.62%) Games
8 9 (2.36%) Manufacturing
9 8 (2.10%) Advertising
9 8 (2.10%) Billing
9 8 (2.10%) Telecoms
10 7 (1.84%) Music Industry
11 6 (1.57%) Law
12 4 (1.05%) Corporate Banking
12 4 (1.05%) Publishing
13 3 (0.79%) General Ledger
14 2 (0.52%) Automotive
14 2 (0.52%) International Banking
15 1 (0.26%) Electronics
15 1 (0.26%) Financial Institution
Job Titles
1 115 (30.18%) Analyst
2 74 (19.42%) Data Analyst
3 65 (17.06%) Developer
4 34 (8.92%) Architect
4 34 (8.92%) Data Manager
5 31 (8.14%) Administrator
6 30 (7.87%) Data Architect
7 24 (6.30%) SAP Data Manager
7 24 (6.30%) SAP Manager
8 21 (5.51%) Business Intelligence Developer
9 16 (4.20%) Data Engineer
10 14 (3.67%) Business Analyst
10 14 (3.67%) Data Quality Analyst
10 14 (3.67%) Data Scientist
10 14 (3.67%) DBA
10 14 (3.67%) SQL Developer
11 13 (3.41%) Consultant
11 13 (3.41%) Data Administrator
12 12 (3.15%) Business Developer
13 11 (2.89%) CRM Analyst
Libraries, Frameworks & Software Standards
1 24 (6.30%) Web Services
2 18 (4.72%) .NET
3 11 (2.89%) Kafka
4 9 (2.36%) HTML
5 7 (1.84%) Scrapy
5 7 (1.84%) XML
6 5 (1.31%) ASP.NET Web API
6 5 (1.31%) GraphX
6 5 (1.31%) Mason
6 5 (1.31%) NumPy
6 5 (1.31%) ODBC
6 5 (1.31%) Regular Expression
6 5 (1.31%) scikit-learn
6 5 (1.31%) Serverless Framework
6 5 (1.31%) WCF
6 5 (1.31%) WPF
7 4 (1.05%) COM
7 4 (1.05%) CSS
7 4 (1.05%) Pandas
8 3 (0.79%) Flask
Miscellaneous
1 87 (22.83%) Analytical Skills
2 35 (9.19%) Management Information System
3 27 (7.09%) Computer Science
4 13 (3.41%) Data Structures
5 9 (2.36%) Replication
6 8 (2.10%) Life Science
7 7 (1.84%) Algorithms
7 7 (1.84%) Clustering
7 7 (1.84%) Social Media
7 7 (1.84%) Social Network
8 5 (1.31%) Credit Risk
9 4 (1.05%) Data Protection Act
10 3 (0.79%) Mobile App
10 3 (0.79%) Reference Data
10 3 (0.79%) User Experience
11 2 (0.52%) Linked Data
11 2 (0.52%) Reinsurance
11 2 (0.52%) Smart Energy
11 2 (0.52%) Wiki
12 1 (0.26%) Pharmacovigilance
Operating Systems
1 16 (4.20%) Linux
2 12 (3.15%) Windows
3 4 (1.05%) Unix
4 1 (0.26%) AIX
Processes & Methodologies
1 140 (36.75%) ETL
2 117 (30.71%) Migration
3 110 (28.87%) Business Intelligence
4 92 (24.15%) Data Migration
5 90 (23.62%) Data Modelling
6 88 (23.10%) Data Management
7 78 (20.47%) Data Analysis
8 77 (20.21%) Analytics
9 56 (14.70%) CRM
10 54 (14.17%) Project Management
11 48 (12.60%) Data Integration
12 43 (11.29%) Agile Software Development
13 36 (9.45%) Stakeholder Management
14 35 (9.19%) Visualisation
15 30 (7.87%) Business Development
15 30 (7.87%) Validation
16 28 (7.35%) Risk Management
17 27 (7.09%) Data Architecture
17 27 (7.09%) ERP
17 27 (7.09%) Mathematics
Programming Languages
1 184 (48.29%) SQL
2 46 (12.07%) Python
3 26 (6.82%) Java
4 24 (6.30%) T-SQL
5 22 (5.77%) R
6 18 (4.72%) JavaScript
7 16 (4.20%) VBA
8 10 (2.62%) PowerShell
9 9 (2.36%) PL/SQL
10 8 (2.10%) C#
11 6 (1.57%) PHP
12 5 (1.31%) Bash Shell
12 5 (1.31%) MATLAB
13 3 (0.79%) Apex Code
14 2 (0.52%) C
14 2 (0.52%) Data Analysis Expressions (DAX)
14 2 (0.52%) SAS Macro
15 1 (0.26%) ActionScript
15 1 (0.26%) Shell Script
15 1 (0.26%) VB.NET
Qualifications
1 59 (15.49%) Degree
2 11 (2.89%) PhD
3 5 (1.31%) Security Cleared
4 3 (0.79%) AAT
4 3 (0.79%) ACCA
4 3 (0.79%) CIMA
5 2 (0.52%) DBS Check
5 2 (0.52%) ISEB
5 2 (0.52%) SC Cleared
6 1 (0.26%) APMP
6 1 (0.26%) PMI Certification
6 1 (0.26%) PMP
6 1 (0.26%) Postgraduate
Quality Assurance & Compliance
1 101 (26.51%) Data Quality
2 9 (2.36%) QA
3 3 (0.79%) SLA
4 2 (0.52%) GDPR
5 1 (0.26%) Dodd-Frank
5 1 (0.26%) EMIR
5 1 (0.26%) FATCA
5 1 (0.26%) P3O
5 1 (0.26%) PCI DSS
System Software
1 3 (0.79%) Docker
1 3 (0.79%) HDFS
2 2 (0.52%) Apache ZooKeeper
Systems Management
1 7 (1.84%) Kibana
2 2 (0.52%) Hadoop YARN
3 1 (0.26%) Ansible
Vendors
1 97 (25.46%) Microsoft
2 75 (19.69%) Oracle
3 44 (11.55%) SAP
4 35 (9.19%) Tableau
5 33 (8.66%) Informatica
6 22 (5.77%) Talend
7 19 (4.99%) IBM
8 13 (3.41%) Salesforce.com
9 9 (2.36%) Teradata
9 9 (2.36%) Trillium
10 8 (2.10%) Google
11 6 (1.57%) Alteryx
12 4 (1.05%) Capita
13 3 (0.79%) Cognos
13 3 (0.79%) Dell
13 3 (0.79%) hybris
13 3 (0.79%) Zend
14 2 (0.52%) Hortonworks
14 2 (0.52%) MapR
14 2 (0.52%) Netezza
Greater Manchester
Monarch Recruitment
Salary: £35000 - £45000 per annum
Posted: 2 days ago
Newcastle Upon Tyne, Tyne and Wear
Solutions Recruitment
Salary: From £30,000 to £30,000 per annum
Posted: 23 hours ago
Tunbridge Wells, Kent
Clearwater People Solutions
Salary: £30000 - £35000 Per Annum
Posted: 2 days ago
London
Computer People
Salary: £20000.00 - £31000.00 per annum + Benefits
Posted: 2 days ago
London
Michael Page Technology
Salary: £75000 - £76000 per annum + Pension, Health, Bonus
Posted: 23 hours ago
London
Engage PSG
Salary: equity, benefits
Posted: Yesterday
London
Hudson IT
Salary: £70000 - £80000 per annum + Excellent Package
Posted: 2 days ago
Edinburgh
Churchill Frank
Salary: £41000 - £61000 per annum + Benefits
Posted: 4 days ago
East London
Experis Ltd
Salary: £50000 - £70000 per annum
Posted: Yesterday
London
Computer People
Salary: £20000.00 - £31000.00 per annum + Benefits
Posted: 6 days ago
London
Hudson IT
Posted: 5 days ago
Oxford
Hays West And Wales
Salary: £30000.00 - £33000.00 per annum + benefits
Posted: 10 days ago
City, London
Quant Capital
Salary: Up to £40,000 per annum + benefits and bonus
Posted: 2 days ago
Bournemouth
Fixed Recruitment Ltd
Salary: £18000 - £22000 per annum
Posted: 10 days ago
York
Hays Specialist Recruitment
Salary: £25000.00 - £35000.00 per annum + excellent benefits
Posted: 9 days ago
London
Harrington Boyd
Salary: £55000 - £75000 per annum
Posted: 7 days ago
Edinburgh
Churchill Frank
Salary: £50000 - £61000 per annum
Posted: 9 days ago
London
Arrows Group Ltd
Salary: £0.00 per annum
Posted: 8 days ago
Peterborough, Cambridgeshire
BGL Group
Salary: Competitive
Posted: 9 days ago
City of London
Venturi
Salary: £30000 - £48000 per annum + bonus +Full bens
Posted: 20 days ago
London
Talent Point
Salary: £35000.00 - £45000.00 per annum
Posted: 20 days ago
Gateshead
Hays Specialist Recruitment Ltd
Salary: £30000.00 - £35000.00 per annum
Posted: 23 days ago
London
IQ Sales People
Salary: £50000 - £85000 per annum + 20% Bonus + Benefits + Car
Posted: 26 days ago
London
PwC
Salary: Competitive
Posted: 21 days ago
London
Mason Frank International
Salary: £20000 - £24000 per annum + benefits
Posted: 10 days ago
Cardiff, South Glamorgan
Lexis Nexis Risk Solutions
Salary: Up to £35,000 per annum plus package
Posted: 6 days ago
London
Mason Frank International
Salary: £30000 - £31000 per annum
Posted: 15 days ago
Manchester, Lancashire
NCC Group
Salary: Salary, pension, holidays
Posted: 27 days ago
South West London
Data Liberation
Salary: From £20,000 to £25,000 per annum
Posted: 27 days ago
Bath
Hays Specialist Recruitment
Salary: £25000.00 - £30000.00 per annum
Posted: 27 days ago