The table below looks at the statistics for Data Cleansing skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Data Cleansing over the 3 months to 11 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
11 Dec 2016
Same period 2015 Same period 2014
Data Cleansing (Data Cleaning, Data Scrubbing)
Rank 706 739 726
Rank change year-on-year
+33 -13
Permanent jobs citing Data Cleansing 160 193 239
As % of all permanent IT jobs located in England 0.19% 0.19% 0.22%
As % of the Processes & Methodologies category 0.22% 0.22% 0.26%
Number of salaries quoted 125 129 195
Median salary £39,500 £38,000 £45,000
Median salary % change year-on-year
+3.94% -15.55%
90% offered a salary of more than £27,350 £28,500 £30,000
10% offered a salary of more than £70,000 £62,500 £70,000
UK excluding London median salary £37,500 £35,000 £41,500
% change year-on-year
+7.14% -15.66%
Data Cleansing
UK

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

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
74030 86756 91356
As % of all permanent IT jobs located in England 88.07% 87.57% 85.69%
Number of salaries quoted 61567 72472 75803
Median salary £50,000 £50,000 £48,500
Median salary % change year-on-year
- +3.09%
90% offered a salary of more than £32,500 £32,500 £31,500
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 in England

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

Data Cleansing Jobs Demand Trend in England

Data Cleansing
Salary Trend in England

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

Data Cleansing Salary Trend in England

Data Cleansing
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Data Cleansing across the England region over the 3 months to 11 December 2016.

Data Cleansing Salary Histogram in England

Data Cleansing
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Cleansing within the England region over the 3 months to 11 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
London +35 65 £45,250 -4.73% 12
South East +48 41 £35,000 - 1
Yorkshire +33 12 £46,000 +8.23%
North West -17 12 £35,000 +27.27%
East of England +15 10 £42,500 -24.10%
West Midlands -16 9 £37,000 -10.84% 2
South West +7 8 £39,500 +12.85% 1
East Midlands +3 5 £45,000 +12.50% 2
Data Cleansing
UK

Data Cleansing
Top 30 Related IT Skills in England

For the 6 months to 11 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 across the England region with a requirement for Data Cleansing.

1 214 (55.01%) SQL
2 146 (37.53%) ETL
3 143 (36.76%) Business Intelligence
4 134 (34.45%) Finance
5 122 (31.36%) Migration
6 119 (30.59%) Data Management
7 114 (29.31%) Data Quality
8 110 (28.28%) SQL Server
9 104 (26.74%) Microsoft
10 102 (26.22%) Data Migration
11 94 (24.16%) Oracle
11 94 (24.16%) Analytical Skills
12 83 (21.34%) Data Analysis
13 79 (20.31%) MS Excel
14 73 (18.77%) Data Modelling
15 67 (17.22%) Analytics
16 64 (16.45%) Data Warehouse
17 62 (15.94%) Degree
18 58 (14.91%) T-SQL
19 56 (14.40%) SQL Server Integration Services
20 55 (14.14%) CRM
21 48 (12.34%) SAP
22 47 (12.08%) Management Information System
22 47 (12.08%) Visualisation
23 45 (11.57%) MS Office
24 44 (11.31%) Informatica
24 44 (11.31%) Legal
25 42 (10.80%) SQL Server Reporting Services
26 40 (10.28%) Tableau
27 39 (10.03%) Master Data Management

Data Cleansing
Top Related IT Skills in England 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 24 (6.17%) SAS
2 21 (5.40%) IIS
3 12 (3.08%) Apache Spark
4 8 (2.06%) SharePoint
5 5 (1.29%) Oracle SOA Suite
6 4 (1.03%) Elasticsearch
7 3 (0.77%) Apache Pig
7 3 (0.77%) PowerExchange
7 3 (0.77%) Tomcat
8 2 (0.51%) Confluence
9 1 (0.26%) Apache
9 1 (0.26%) Oracle Workflow
9 1 (0.26%) WordPress
Applications
1 79 (20.31%) MS Excel
2 45 (11.57%) MS Office
3 18 (4.63%) MS PowerPoint
4 12 (3.08%) SPSS
5 6 (1.54%) MS Project
6 5 (1.29%) MS Visio
7 2 (0.51%) CPLEX
8 1 (0.26%) Stata
Business Applications
1 8 (2.06%) Dynamics CRM
2 6 (1.54%) SAP Oil and Gas
3 5 (1.29%) Dynamics AX
3 5 (1.29%) OpenText VIM for SAP
3 5 (1.29%) SAP CO
3 5 (1.29%) SAP CRM
3 5 (1.29%) SAP FI
3 5 (1.29%) SAP FI/CO
3 5 (1.29%) SAP MDM
3 5 (1.29%) SAP MM
3 5 (1.29%) SAP SD
4 4 (1.03%) Adobe Campaign
4 4 (1.03%) SAP ERP
5 2 (0.51%) Oracle CRM
5 2 (0.51%) Oracle ERP
5 2 (0.51%) Oracle Internet Expenses
5 2 (0.51%) Oracle Procure-to-Pay
5 2 (0.51%) Salesforce.com CRM
6 1 (0.26%) Oracle Assets
6 1 (0.26%) Oracle Subledger Accounting
Cloud Services
1 10 (2.57%) Amazon AWS
2 8 (2.06%) Microsoft Azure
3 7 (1.80%) Cloud Computing
4 2 (0.51%) Boomi
5 1 (0.26%) Force.com
5 1 (0.26%) SaaS
5 1 (0.26%) SuccessFactors
Communications & Networking
1 14 (3.60%) Internet
2 5 (1.29%) Intranet
3 1 (0.26%) DHCP
3 1 (0.26%) HTTP
Database & Business Intelligence
1 110 (28.28%) SQL Server
2 64 (16.45%) Data Warehouse
3 56 (14.40%) SQL Server Integration Services
4 42 (10.80%) SQL Server Reporting Services
5 35 (9.00%) Data Mining
6 31 (7.97%) Big Data
7 30 (7.71%) QlikView
8 27 (6.94%) SAP Data Services
8 27 (6.94%) SQL Server Analysis Services
9 26 (6.68%) Relational Database
10 21 (5.40%) SQL Server 2012
11 20 (5.14%) Star Schema
12 19 (4.88%) PowerPivot
13 18 (4.63%) DataStage
13 18 (4.63%) Power BI
14 16 (4.11%) BusinessObjects
14 16 (4.11%) SQL Server 2014
15 14 (3.60%) Hadoop
16 12 (3.08%) MS Access
17 10 (2.57%) MySQL
Development Applications
1 18 (4.63%) ERwin
2 13 (3.34%) Talend Open Studio
3 7 (1.80%) LSMW
4 5 (1.29%) MSBuild
4 5 (1.29%) Octopus Deploy
5 4 (1.03%) Git (software)
6 2 (0.51%) GitLab
6 2 (0.51%) IntelliJ
6 2 (0.51%) JIRA
6 2 (0.51%) Visual Studio
7 1 (0.26%) Atlassian Bamboo
7 1 (0.26%) Subversion
General
1 134 (34.45%) Finance
2 44 (11.31%) Legal
3 37 (9.51%) Retail
4 34 (8.74%) Marketing
5 23 (5.91%) Banking
6 14 (3.60%) Billing
7 10 (2.57%) Music Industry
8 8 (2.06%) Manufacturing
9 7 (1.80%) Games
10 6 (1.54%) Advertising
10 6 (1.54%) Financial Institution
10 6 (1.54%) Telecoms
11 4 (1.03%) Corporate Banking
12 3 (0.77%) General Ledger
12 3 (0.77%) Law
12 3 (0.77%) Pharmaceutical
13 2 (0.51%) International Banking
14 1 (0.26%) German Language
14 1 (0.26%) Investment Banking
14 1 (0.26%) Publishing
Job Titles
1 121 (31.11%) Analyst
2 79 (20.31%) Developer
3 75 (19.28%) Data Analyst
4 38 (9.77%) Data Manager
5 33 (8.48%) SQL Developer
6 28 (7.20%) Business Intelligence Developer
7 25 (6.43%) Architect
8 24 (6.17%) SAP Data Manager
8 24 (6.17%) SAP Manager
9 23 (5.91%) Data Architect
10 22 (5.66%) Administrator
10 22 (5.66%) SSIS Developer
11 19 (4.88%) Junior
12 18 (4.63%) SQL BI Developer
13 17 (4.37%) Business Analyst
13 17 (4.37%) ETL Developer
13 17 (4.37%) Release Engineer
14 16 (4.11%) Business Intelligence Analyst
14 16 (4.11%) Data Scientist
15 15 (3.86%) Senior Developer
Libraries, Frameworks & Software Standards
1 37 (9.51%) .NET
2 25 (6.43%) Web Services
3 17 (4.37%) XML
4 15 (3.86%) HTML
5 10 (2.57%) MDX
5 10 (2.57%) Regular Expression
6 7 (1.80%) ASP.NET
7 6 (1.54%) ASP.NET Web API
7 6 (1.54%) ODBC
8 5 (1.29%) COM
8 5 (1.29%) WCF
8 5 (1.29%) WPF
9 4 (1.03%) NumPy
9 4 (1.03%) Pandas
9 4 (1.03%) REST
9 4 (1.03%) scikit-learn
9 4 (1.03%) SOAP
10 3 (0.77%) CSS
10 3 (0.77%) EDI
10 3 (0.77%) Spring
Miscellaneous
1 94 (24.16%) Analytical Skills
2 47 (12.08%) Management Information System
2 47 (12.08%) Visualisation
3 34 (8.74%) Data Integration
4 22 (5.66%) Computer Science
5 20 (5.14%) Mathematics
6 19 (4.88%) Data Extraction
7 17 (4.37%) Statistics
8 12 (3.08%) Algorithms
8 12 (3.08%) Data Structures
8 12 (3.08%) Social Media
9 11 (2.83%) Replication
10 6 (1.54%) Credit Risk
10 6 (1.54%) Social Network
11 5 (1.29%) Data Conversion
11 5 (1.29%) Neural Network
12 4 (1.03%) Economics
13 3 (0.77%) Data Centre
13 3 (0.77%) Digital Media
14 2 (0.51%) Reinsurance
Operating Systems
1 12 (3.08%) Windows
2 6 (1.54%) Linux
3 5 (1.29%) Unix
4 2 (0.51%) Ubuntu
5 1 (0.26%) AIX
5 1 (0.26%) Apple iOS
Processes & Methodologies
1 146 (37.53%) ETL
2 143 (36.76%) Business Intelligence
3 122 (31.36%) Migration
4 119 (30.59%) Data Management
5 102 (26.22%) Data Migration
6 83 (21.34%) Data Analysis
7 73 (18.77%) Data Modelling
8 67 (17.22%) Analytics
9 55 (14.14%) CRM
10 39 (10.03%) Master Data Management
11 37 (9.51%) Project Management
12 33 (8.48%) Data Visualisation
13 32 (8.23%) Agile Software Development
14 30 (7.71%) ERP
14 30 (7.71%) Risk Management
15 27 (6.94%) Stakeholder Management
16 26 (6.68%) Performance Tuning
17 24 (6.17%) Data Governance
18 23 (5.91%) Mentoring
19 22 (5.66%) E-Commerce
Programming Languages
1 214 (55.01%) SQL
2 58 (14.91%) T-SQL
3 35 (9.00%) Python
4 26 (6.68%) C#
5 24 (6.17%) VBA
6 19 (4.88%) Java
6 19 (4.88%) JavaScript
7 15 (3.86%) R
8 14 (3.60%) PowerShell
9 13 (3.34%) Data Analysis Expressions (DAX)
10 7 (1.80%) Bash Shell
11 6 (1.54%) C++
11 6 (1.54%) PL/SQL
12 5 (1.29%) VB
12 5 (1.29%) VBScript
13 3 (0.77%) Scala
14 2 (0.51%) C
14 2 (0.51%) Clojure
14 2 (0.51%) PHP
14 2 (0.51%) Ruby
Qualifications
1 62 (15.94%) Degree
2 18 (4.63%) Security Cleared
3 11 (2.83%) PhD
4 5 (1.29%) SC Cleared
5 3 (0.77%) AAT
5 3 (0.77%) ACCA
5 3 (0.77%) CIMA
5 3 (0.77%) ITIL Certification
5 3 (0.77%) PRINCE2 Certification
6 2 (0.51%) PMI Certification
7 1 (0.26%) ISEB
7 1 (0.26%) ISTQB
7 1 (0.26%) Postgraduate
Quality Assurance & Compliance
1 114 (29.31%) Data Quality
2 13 (3.34%) QA
3 4 (1.03%) PCI DSS
3 4 (1.03%) SLA
4 1 (0.26%) Dodd-Frank
4 1 (0.26%) EMIR
4 1 (0.26%) FATCA
4 1 (0.26%) ISO/IEC 27001
System Software
1 1 (0.26%) Apache ZooKeeper
1 1 (0.26%) Docker
Systems Management
1 3 (0.77%) Oracle EDQ
2 2 (0.51%) Ansible
3 1 (0.26%) Hadoop YARN
3 1 (0.26%) SCCM
Vendors
1 104 (26.74%) Microsoft
2 94 (24.16%) Oracle
3 48 (12.34%) SAP
4 44 (11.31%) Informatica
5 40 (10.28%) Tableau
6 35 (9.00%) IBM
7 15 (3.86%) Salesforce.com
7 15 (3.86%) Teradata
8 13 (3.34%) Talend
9 11 (2.83%) Trillium
10 10 (2.57%) Cognos
11 5 (1.29%) Netezza
12 4 (1.03%) Alteryx
13 3 (0.77%) hybris
13 3 (0.77%) NetSuite
14 2 (0.51%) Atlassian
14 2 (0.51%) DataFlux
14 2 (0.51%) Google
14 2 (0.51%) JD Edwards
14 2 (0.51%) 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: 2 days ago
London, UK
Kobalt Music
Salary: Competitive
Posted: 2 days ago
London
E D & F Man Holdings Ltd.
Salary: Bonus + Excellent Benefits
Posted: 2 days ago
Kingston Upon Thames, Surrey
Client Server
Salary: £35k to £40k + benefits
Posted: 3 days ago
London
Churchill Frank
Salary: £80000 - £81000 per annum
Posted: 3 days ago
City, London
ARC IT Recruitment Ltd
Salary: £35000 - £40000 per annum + Plus Excellent Benefits
Posted: 3 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: 4 days ago
Nottingham, Nottinghamshire
Understanding Recruitment
Salary: £40000.00 - £45000.00 per annum
Posted: 6 days ago
Gloucester, Gloucestershire
Informatiq Consulting
Posted: 3 days ago
Birmingham, West Midlands (County)
Computer People
Salary: £35000.00 - £40000.00 per annum + Benefits
Posted: 5 days ago
South East London
Zoopla Property Group Plc
Salary: Excellent benefits including bonus, free breakfast & onsite gym
Posted: 10 days ago
Milton Keynes
Mint
Salary: £50000 - £55000 per annum + Benefits
Posted: 20 days ago
Kingston upon Thames
Client Server
Salary: £35k to £40k + benefits
Posted: 18 days ago
Leicester, Leicestershire
Mason Frank International
Salary: £28000 - £32000 per annum + Bonus
Posted: 5 days ago
London
Cititec Associates Limited
Salary: £100000 - £120000 per annum + Shares + Bonuses + Benefits
Posted: 27 days ago