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

3 months to
23 Jan 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
UK
Rank 678 718 710
Rank change year-on-year
+40 -8
Permanent jobs citing Data Cleansing 173 201 236
As % of all permanent IT jobs located in the UK 0.21% 0.20% 0.22%
As % of the Processes & Methodologies category 0.23% 0.23% 0.26%
Number of salaries quoted 143 140 182
Median salary £40,000 £39,250 £47,500
Median salary % change year-on-year
+1.91% -17.36%
90% offered a salary of more than £30,000 £29,100 £30,000
10% offered a salary of more than £66,750 £65,000 £72,500
UK excluding London median salary £38,250 £36,000 £42,000
% change year-on-year
+6.25% -14.28%

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
74290 86752 90655
As % of all permanent IT jobs located in the UK 88.11% 87.71% 86.06%
Number of salaries quoted 61217 72076 74747
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 £31,000
10% offered a salary of more than £77,000 £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 23 January 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 January 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 +67 171 £40,000 -3.61% 28
London +65 96 £42,500 -15.00% 23
South East +38 30 £36,500 +2.81% 1
City of London +36 25 £37,500 -46.42% 4
Surrey +28 10 £50,000 +17.64%
South West +7 10 £40,000 +6.66%
Yorkshire +28 8 £52,500 +23.52% 1
East of England +25 8 £36,791 -19.58%
West Sussex +5 8 £35,000 -
West Midlands -2 8 £37,500 -16.66% 1
Crawley - 8 £35,000 -
West Yorkshire - 8 £52,500 - 1
Egham +4 7 - -
Hertfordshire +14 6 £42,500 +2.40%
North West -12 6 £32,500 +18.18% 2
Manchester -20 6 £32,500 +18.18% 2
Hampshire +18 5 £31,500 -37.00%
Bristol +1 5 £40,000 +6.66%
East Midlands - 5 £42,500 -
Nottinghamshire - 5 £42,500 -
Nottingham - 5 £42,500 -
Berkshire +26 3 £36,500 -13.09% 1
Milton Keynes +16 3 £62,500 +92.30%
Buckinghamshire +14 3 £62,500 +92.30%
Tring +3 3 £42,500 +2.40%
Bradford - 3 £55,000 -
Leeds - 3 £46,000 - 1
Beckenham - 3 £45,000 -
Redhill - 3 £50,000 -
Gloucestershire - 3 £62,000 -

Data Cleansing
Top 30 Related IT Skills

For the 6 months to 23 January 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.

1 197 (51.30%) SQL
2 144 (37.50%) ETL
3 123 (32.03%) Business Intelligence
4 119 (30.99%) Migration
5 105 (27.34%) Finance
6 101 (26.30%) Data Quality
7 98 (25.52%) Data Management
8 97 (25.26%) Data Migration
9 94 (24.48%) Microsoft
10 92 (23.96%) SQL Server
11 89 (23.18%) Oracle
12 84 (21.88%) Analytical Skills
13 82 (21.35%) Data Modelling
14 78 (20.31%) Data Analysis
15 71 (18.49%) MS Excel
16 69 (17.97%) Data Warehouse
17 68 (17.71%) Analytics
18 60 (15.63%) Degree
19 57 (14.84%) CRM
20 47 (12.24%) SQL Server Integration Services
20 47 (12.24%) Data Integration
21 46 (11.98%) Project Management
22 45 (11.72%) Management Information System
23 43 (11.20%) Agile Software Development
24 40 (10.42%) SAP
24 40 (10.42%) T-SQL
25 39 (10.16%) MS Office
25 39 (10.16%) Python
25 39 (10.16%) Big Data
26 37 (9.64%) Relational Database

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 22 (5.73%) Apache Spark
1 22 (5.73%) SAS
2 14 (3.65%) IIS
3 10 (2.60%) Apache Pig
4 6 (1.56%) Elasticsearch
4 6 (1.56%) Oracle SOA Suite
5 3 (0.78%) Apache
5 3 (0.78%) Confluence
5 3 (0.78%) Tomcat
6 2 (0.52%) Oracle Workflow
6 2 (0.52%) SharePoint
7 1 (0.26%) Apache Airflow
7 1 (0.26%) BizTalk Server
7 1 (0.26%) WordPress
Applications
1 71 (18.49%) MS Excel
2 39 (10.16%) MS Office
3 12 (3.13%) MS PowerPoint
4 11 (2.86%) SPSS
5 6 (1.56%) MS Project
6 5 (1.30%) MS Visio
7 2 (0.52%) CPLEX
8 1 (0.26%) Stata
Business Applications
1 13 (3.39%) Dynamics CRM
2 5 (1.30%) Dynamics AX
2 5 (1.30%) OpenText VIM for SAP
2 5 (1.30%) SAP CO
2 5 (1.30%) SAP ERP
2 5 (1.30%) SAP FI
2 5 (1.30%) SAP FI/CO
2 5 (1.30%) SAP MDM
2 5 (1.30%) SAP MM
2 5 (1.30%) SAP SD
3 4 (1.04%) Adobe Campaign
4 2 (0.52%) Oracle CRM
4 2 (0.52%) Oracle ERP
4 2 (0.52%) Oracle Internet Expenses
4 2 (0.52%) Oracle Procure-to-Pay
4 2 (0.52%) Salesforce.com CRM
4 2 (0.52%) SAP Oil and Gas
5 1 (0.26%) Academy Housing
5 1 (0.26%) Dynamics GP
5 1 (0.26%) SAP CRM
Cloud Services
1 17 (4.43%) Amazon AWS
2 13 (3.39%) Microsoft Azure
3 8 (2.08%) Cloud Computing
4 3 (0.78%) Boomi
4 3 (0.78%) iTunes
5 2 (0.52%) Amazon Kinesis
5 2 (0.52%) Amazon S3
5 2 (0.52%) Force.com
5 2 (0.52%) Google Analytics
6 1 (0.26%) Amazon EC2
6 1 (0.26%) Amazon EMR
6 1 (0.26%) Amazon SQS
6 1 (0.26%) SaaS
6 1 (0.26%) SuccessFactors
Communications & Networking
1 11 (2.86%) Internet
2 5 (1.30%) Intranet
3 1 (0.26%) FTP
3 1 (0.26%) HTTP
Database & Business Intelligence
1 92 (23.96%) SQL Server
2 69 (17.97%) Data Warehouse
3 47 (12.24%) SQL Server Integration Services
4 39 (10.16%) Big Data
5 37 (9.64%) Relational Database
6 31 (8.07%) Data Mining
7 24 (6.25%) Hadoop
7 24 (6.25%) QlikView
8 23 (5.99%) SAP Data Services
8 23 (5.99%) SQL Server Reporting Services
9 21 (5.47%) Star Schema
10 20 (5.21%) MySQL
11 19 (4.95%) SQL Server Analysis Services
12 18 (4.69%) SQL Server 2012
13 16 (4.17%) DataStage
13 16 (4.17%) Oracle Database
14 15 (3.91%) BusinessObjects
15 11 (2.86%) Oracle Database 11g
15 11 (2.86%) RDBMS
15 11 (2.86%) SQL Server 2014
Development Applications
1 19 (4.95%) Talend Open Studio
2 13 (3.39%) ERwin
3 5 (1.30%) LSMW
3 5 (1.30%) MSBuild
3 5 (1.30%) Octopus Deploy
4 4 (1.04%) Git (software)
5 3 (0.78%) JIRA
5 3 (0.78%) Oracle Forms
5 3 (0.78%) Visual Studio
6 2 (0.52%) GitLab
6 2 (0.52%) IntelliJ
7 1 (0.26%) Atlassian Bamboo
7 1 (0.26%) Selenium
7 1 (0.26%) Subversion
General
1 105 (27.34%) Finance
2 35 (9.11%) Legal
2 35 (9.11%) Marketing
3 31 (8.07%) Retail
4 20 (5.21%) Banking
5 10 (2.60%) Music Industry
6 9 (2.34%) Games
6 9 (2.34%) Manufacturing
6 9 (2.34%) Pharmaceutical
7 8 (2.08%) Advertising
8 7 (1.82%) Billing
9 6 (1.56%) Telecoms
10 4 (1.04%) Corporate Banking
10 4 (1.04%) Law
10 4 (1.04%) Publishing
11 3 (0.78%) General Ledger
12 2 (0.52%) International Banking
13 1 (0.26%) Electronics
13 1 (0.26%) Financial Institution
13 1 (0.26%) Front Office
Job Titles
1 118 (30.73%) Analyst
2 80 (20.83%) Developer
3 78 (20.31%) Data Analyst
4 32 (8.33%) Administrator
4 32 (8.33%) Architect
4 32 (8.33%) Data Manager
5 29 (7.55%) Data Architect
6 24 (6.25%) Business Intelligence Developer
6 24 (6.25%) SQL Developer
7 22 (5.73%) SAP Data Manager
7 22 (5.73%) SAP Manager
8 16 (4.17%) ETL Developer
9 15 (3.91%) Business Analyst
9 15 (3.91%) Junior
10 14 (3.65%) Data Quality Analyst
10 14 (3.65%) Oracle Architect
11 13 (3.39%) Data Administrator
11 13 (3.39%) Data Scientist
11 13 (3.39%) Senior Analyst
11 13 (3.39%) SSIS Developer
Libraries, Frameworks & Software Standards
1 31 (8.07%) .NET
2 30 (7.81%) Web Services
3 13 (3.39%) HTML
4 11 (2.86%) XML
5 9 (2.34%) ODBC
6 7 (1.82%) Regular Expression
7 6 (1.56%) ASP.NET Web API
7 6 (1.56%) MDX
8 5 (1.30%) ASP.NET
8 5 (1.30%) COM
8 5 (1.30%) WCF
8 5 (1.30%) WPF
9 4 (1.04%) EDI
9 4 (1.04%) Kafka
9 4 (1.04%) Mason
9 4 (1.04%) NumPy
9 4 (1.04%) scikit-learn
9 4 (1.04%) SOAP
10 3 (0.78%) Pandas
10 3 (0.78%) RESTful
Miscellaneous
1 84 (21.88%) Analytical Skills
2 47 (12.24%) Data Integration
3 45 (11.72%) Management Information System
4 36 (9.38%) Visualisation
5 27 (7.03%) Computer Science
6 21 (5.47%) Data Extraction
7 18 (4.69%) Mathematics
7 18 (4.69%) Statistics
8 11 (2.86%) Data Structures
9 10 (2.60%) Algorithms
10 9 (2.34%) Economics
10 9 (2.34%) Social Media
11 8 (2.08%) Replication
12 7 (1.82%) Credit Risk
13 6 (1.56%) Clustering
13 6 (1.56%) Life Science
13 6 (1.56%) Social Network
14 5 (1.30%) Neural Network
15 3 (0.78%) Chemistry
15 3 (0.78%) Physics
Operating Systems
1 16 (4.17%) Windows
2 15 (3.91%) Linux
3 4 (1.04%) Unix
4 2 (0.52%) Ubuntu
5 1 (0.26%) AIX
Processes & Methodologies
1 144 (37.50%) ETL
2 123 (32.03%) Business Intelligence
3 119 (30.99%) Migration
4 98 (25.52%) Data Management
5 97 (25.26%) Data Migration
6 82 (21.35%) Data Modelling
7 78 (20.31%) Data Analysis
8 68 (17.71%) Analytics
9 57 (14.84%) CRM
10 46 (11.98%) Project Management
11 43 (11.20%) Agile Software Development
12 32 (8.33%) Master Data Management
13 30 (7.81%) Mentoring
13 30 (7.81%) Stakeholder Management
14 26 (6.77%) Data Visualisation
14 26 (6.77%) ERP
15 24 (6.25%) Data Architecture
15 24 (6.25%) Risk Management
15 24 (6.25%) User Acceptance Testing
16 23 (5.99%) Validation
Programming Languages
1 197 (51.30%) SQL
2 40 (10.42%) T-SQL
3 39 (10.16%) Python
4 23 (5.99%) Java
5 19 (4.95%) JavaScript
6 17 (4.43%) VBA
7 16 (4.17%) C#
8 14 (3.65%) R
9 13 (3.39%) PowerShell
10 9 (2.34%) PL/SQL
11 8 (2.08%) Bash Shell
12 5 (1.30%) Data Analysis Expressions (DAX)
12 5 (1.30%) PHP
13 4 (1.04%) C
14 3 (0.78%) MATLAB
14 3 (0.78%) Scala
15 2 (0.52%) Apex Code
15 2 (0.52%) Clojure
15 2 (0.52%) Ruby
15 2 (0.52%) SAS Macro
Qualifications
1 60 (15.63%) Degree
2 11 (2.86%) PhD
3 9 (2.34%) Security Cleared
4 3 (0.78%) AAT
4 3 (0.78%) ACCA
4 3 (0.78%) CIMA
4 3 (0.78%) PRINCE2 Certification
5 2 (0.52%) DBS Check
5 2 (0.52%) ISEB
5 2 (0.52%) ITIL Certification
6 1 (0.26%) APMP
6 1 (0.26%) ISTQB
6 1 (0.26%) PMI Certification
6 1 (0.26%) PMP
6 1 (0.26%) Postgraduate
6 1 (0.26%) SC Cleared
Quality Assurance & Compliance
1 101 (26.30%) Data Quality
2 12 (3.13%) QA
3 4 (1.04%) SLA
4 1 (0.26%) Dodd-Frank
4 1 (0.26%) EMIR
4 1 (0.26%) FATCA
4 1 (0.26%) GDPR
4 1 (0.26%) P3O
4 1 (0.26%) PCI DSS
System Software
1 3 (0.78%) HDFS
2 2 (0.52%) Apache ZooKeeper
2 2 (0.52%) Docker
Systems Management
1 2 (0.52%) Ansible
1 2 (0.52%) Hadoop YARN
2 1 (0.26%) Kibana
Vendors
1 94 (24.48%) Microsoft
2 89 (23.18%) Oracle
3 40 (10.42%) SAP
4 34 (8.85%) Informatica
5 30 (7.81%) Tableau
6 29 (7.55%) IBM
7 19 (4.95%) Talend
8 15 (3.91%) Teradata
9 13 (3.39%) Salesforce.com
10 11 (2.86%) Trillium
11 6 (1.56%) Alteryx
12 5 (1.30%) Cognos
13 4 (1.04%) Netezza
13 4 (1.04%) NetSuite
14 3 (0.78%) Dell
14 3 (0.78%) hybris
14 3 (0.78%) Zend
15 2 (0.52%) Cloudera
15 2 (0.52%) Hortonworks
15 2 (0.52%) MapR
Antrim, County Antrim
Capita
Posted: 23 hours ago
City, London
ARC IT Recruitment Ltd
Salary: £35000 - £40000 per annum + Plus Excellent Benefits
Posted: 6 hours ago
Hereford, Herefordshire
Rullion IT Plus
Salary: £35000 - £55000 per annum + extensive benefits
Posted: 7 hours ago
London
Engage PSG
Salary: £65000 - £75000 per annum + equity, benefits
Posted: 13 hours ago
Leeds, West Yorkshire
Lewis Paige
Salary: £35000 - £55000 per annum
Posted: 3 days ago
City, London
Careerwise UK Limited
Salary: £70000 - £75000 per annum + benefits
Posted: 4 days ago
Kingston Upon Thames, Surrey
Client Server
Salary: £35k to £40k + benefits
Posted: 4 days ago
Central London / West End
Latcom Ltd
Salary: From £35,000 to £45,000 per annum
Posted: 3 days ago
North London
The Bridge Ltd
Salary: From £60,000 to £70,000 per annum 20% Bonus, Healthcare, Contributory
Posted: 5 days ago
Dundee, Angus
Absolute Solution Limited
Salary: From £35,000 to £53,000 per annum 35-53 plus bens
Posted: 4 days ago
London
Experian
Salary: bonus + benefits
Posted: 4 days ago
London
The Bridge Ltd
Salary: Up to £45,000 per annum + Bonus + Pension + Healthcare + Rail Card
Posted: 5 days ago
London
Computer People
Salary: Benefits
Posted: 6 days ago
London
Harrington Boyd
Salary: £55000 - £80000 per annum
Posted: 7 days ago
London
Harrington Starr
Salary: £50000 - £90000 per annum + equity + bonus
Posted: 2 days ago
London
Harrington Boyd
Salary: £55000 - £75000 per annum
Posted: 6 days ago
London
Engage PSG
Salary: £65000 - £75000 per annum + stock options
Posted: 4 days ago
Manchester
Robert Walters UK
Salary: £45000 - £55000 per annum
Posted: 10 days ago
Manchester, Lancashire
HAYS INFORMATION TECHNOLOGY
Salary: £32000.00 - £40000.00 per annum
Posted: 5 days ago
Reading
Oracle
Salary: Competitive
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £70,000 + extensive benefits package
Posted: 6 days ago
City of London
Venturi
Salary: £30000 - £48000 per annum + bonus +Full bens
Posted: 14 days ago
London
Churchill Frank
Salary: £55000 - £80000 per annum
Posted: 10 days ago
South East London
Zoopla Property Group Plc
Posted: 12 days ago
London - Waterloo
UniQuest
Salary: £24,000 per year + bonus
Posted: 19 days ago
Central London / West End
Reed Business Information Ltd
Salary: From £26,000 to £26,000 per annum + training & extensive benefits
Posted: 11 days ago
Kingston upon Thames
Client Server
Salary: £35000 - £40000 per annum + benefits
Posted: 19 days ago
South East London
Zoopla Property Group Plc
Salary: Excellent benefits including bonus, free breakfast & onsite gym
Posted: 20 days ago