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 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 / England
Rank 629 746 703
Rank change year-on-year
+117 -43
Permanent jobs citing Data Cleansing 195 167 232
As % of all permanent IT jobs located in England 0.25% 0.18% 0.23%
As % of the Processes & Methodologies category 0.28% 0.20% 0.27%
Number of salaries quoted 163 112 178
Median salary £42,500 £42,500 £50,000
Median salary % change year-on-year
- -15.00%
90% offered a salary of more than £30,000 £32,500 £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 in the England region.

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
69876 84229 86291
As % of all permanent IT jobs located in England 88.83% 88.33% 86.70%
Number of salaries quoted 57833 70736 71373
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 £75,000 £77,500
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 23 February 2017.

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 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
London +120 120 £42,500 -19.04% 19
South East +42 36 £43,023 +2.43% 2
North West -2 10 £50,000 +122.22% 4
South West +4 9 £38,750 +3.33% 1
East of England +22 6 £33,396 -19.52% 1
West Midlands +21 5 £45,000 -
Yorkshire +25 4 £30,000 -29.41% 2
East Midlands +17 4 £42,500 -
North East +1 1 £35,000 -12.50% 3
Data Cleansing
UK

Data Cleansing
Top 30 Related IT Skills in England

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 across the England region with a requirement for Data Cleansing.

1 167 (46.52%) SQL
2 126 (35.10%) ETL
3 110 (30.64%) Migration
4 103 (28.69%) Business Intelligence
5 97 (27.02%) Data Quality
6 91 (25.35%) Microsoft
7 89 (24.79%) Data Migration
8 84 (23.40%) Data Management
9 81 (22.56%) Data Modelling
9 81 (22.56%) Analytical Skills
10 77 (21.45%) Finance
11 75 (20.89%) SQL Server
12 70 (19.50%) Data Analysis
13 69 (19.22%) Oracle
13 69 (19.22%) Analytics
14 68 (18.94%) MS Excel
15 57 (15.88%) Data Warehouse
16 55 (15.32%) CRM
17 54 (15.04%) Project Management
18 53 (14.76%) Degree
19 43 (11.98%) Data Integration
19 43 (11.98%) Python
19 43 (11.98%) SAP
20 40 (11.14%) Agile Software Development
21 39 (10.86%) SQL Server Integration Services
22 36 (10.03%) Stakeholder Management
23 35 (9.75%) Management Information System
23 35 (9.75%) Relational Database
24 34 (9.47%) Visualisation
24 34 (9.47%) Marketing

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 27 (7.52%) Apache Spark
2 19 (5.29%) SAS
3 12 (3.34%) Elasticsearch
4 9 (2.51%) Apache
5 7 (1.95%) Apache Airflow
5 7 (1.95%) IIS
6 5 (1.39%) Apache Pig
6 5 (1.39%) Oracle SOA Suite
7 3 (0.84%) Tomcat
7 3 (0.84%) Tornado
8 2 (0.56%) Confluence
8 2 (0.56%) SharePoint
9 1 (0.28%) WordPress
Applications
1 68 (18.94%) MS Excel
2 31 (8.64%) MS Office
3 10 (2.79%) SPSS
4 9 (2.51%) MS PowerPoint
5 6 (1.67%) MS Project
6 3 (0.84%) SPSS Modeler
7 2 (0.56%) MS Visio
8 1 (0.28%) Stata
Business Applications
1 18 (5.01%) Dynamics CRM
2 4 (1.11%) Dynamics AX
2 4 (1.11%) NetSuite
3 3 (0.84%) OpenText VIM for SAP
3 3 (0.84%) Raiser's Edge
3 3 (0.84%) SAP CO
3 3 (0.84%) SAP ERP
3 3 (0.84%) SAP FI
3 3 (0.84%) SAP FI/CO
3 3 (0.84%) SAP MDG
3 3 (0.84%) SAP MDM
3 3 (0.84%) SAP MM
3 3 (0.84%) SAP SD
4 2 (0.56%) Adobe Campaign
4 2 (0.56%) Oracle Internet Expenses
4 2 (0.56%) Oracle Procure-to-Pay
5 1 (0.28%) Dynamics NAV
5 1 (0.28%) Oracle Assets
5 1 (0.28%) Oracle General Ledger
5 1 (0.28%) Oracle Subledger Accounting
Cloud Services
1 19 (5.29%) Amazon AWS
2 13 (3.62%) Microsoft Azure
3 8 (2.23%) Amazon Kinesis
4 5 (1.39%) Cloud Computing
4 5 (1.39%) Google Analytics
5 3 (0.84%) Boomi
5 3 (0.84%) iTunes
6 2 (0.56%) Amazon S3
6 2 (0.56%) Force.com
6 2 (0.56%) SuccessFactors
7 1 (0.28%) Amazon EC2
7 1 (0.28%) Amazon EMR
7 1 (0.28%) Amazon SQS
Communications & Networking
1 5 (1.39%) Intranet
2 4 (1.11%) Internet
3 1 (0.28%) HTTP
Database & Business Intelligence
1 75 (20.89%) SQL Server
2 57 (15.88%) Data Warehouse
3 39 (10.86%) SQL Server Integration Services
4 35 (9.75%) Relational Database
5 31 (8.64%) SAP Data Services
6 28 (7.80%) Data Mining
7 26 (7.24%) QlikView
8 25 (6.96%) Big Data
9 23 (6.41%) Hadoop
9 23 (6.41%) SQL Server Reporting Services
10 21 (5.85%) MySQL
11 19 (5.29%) BusinessObjects
12 17 (4.74%) DataStage
13 15 (4.18%) SQL Server Analysis Services
13 15 (4.18%) Star Schema
14 14 (3.90%) Power BI
15 13 (3.62%) Amazon Redshift
16 12 (3.34%) RDBMS
16 12 (3.34%) SQL Server 2012
17 11 (3.06%) SQL Server 2008
Development Applications
1 19 (5.29%) Talend Open Studio
2 9 (2.51%) ERwin
3 6 (1.67%) LSMW
4 5 (1.39%) MSBuild
4 5 (1.39%) Octopus Deploy
5 3 (0.84%) Git (software)
5 3 (0.84%) Oracle Forms
6 2 (0.56%) JIRA
6 2 (0.56%) Rational Rhapsody
6 2 (0.56%) Visual Studio
7 1 (0.28%) Selenium
General
1 77 (21.45%) Finance
2 34 (9.47%) Marketing
3 30 (8.36%) Legal
4 24 (6.69%) Retail
5 21 (5.85%) Banking
6 11 (3.06%) Pharmaceutical
7 10 (2.79%) Games
8 9 (2.51%) Manufacturing
9 8 (2.23%) Advertising
9 8 (2.23%) Billing
9 8 (2.23%) Telecoms
10 7 (1.95%) Music Industry
11 6 (1.67%) Law
12 4 (1.11%) Corporate Banking
12 4 (1.11%) Publishing
13 3 (0.84%) General Ledger
14 2 (0.56%) Automotive
14 2 (0.56%) International Banking
15 1 (0.28%) Electronics
15 1 (0.28%) Financial Institution
Job Titles
1 112 (31.20%) Analyst
2 74 (20.61%) Data Analyst
3 61 (16.99%) Developer
4 34 (9.47%) Data Manager
5 31 (8.64%) Administrator
6 30 (8.36%) Architect
7 26 (7.24%) Data Architect
8 24 (6.69%) SAP Data Manager
8 24 (6.69%) SAP Manager
9 21 (5.85%) Business Intelligence Developer
10 14 (3.90%) Business Analyst
10 14 (3.90%) Data Quality Analyst
10 14 (3.90%) Data Scientist
10 14 (3.90%) DBA
11 13 (3.62%) Data Administrator
11 13 (3.62%) SQL Developer
12 12 (3.34%) Business Developer
13 11 (3.06%) CRM Analyst
14 10 (2.79%) Oracle Architect
14 10 (2.79%) SAP Data Migration Manager
Libraries, Frameworks & Software Standards
1 18 (5.01%) .NET
2 17 (4.74%) Web Services
3 11 (3.06%) Kafka
4 9 (2.51%) HTML
5 7 (1.95%) Scrapy
5 7 (1.95%) XML
6 5 (1.39%) ASP.NET Web API
6 5 (1.39%) GraphX
6 5 (1.39%) Mason
6 5 (1.39%) NumPy
6 5 (1.39%) ODBC
6 5 (1.39%) Regular Expression
6 5 (1.39%) scikit-learn
6 5 (1.39%) Serverless Framework
6 5 (1.39%) WCF
6 5 (1.39%) WPF
7 4 (1.11%) COM
7 4 (1.11%) CSS
7 4 (1.11%) Pandas
8 3 (0.84%) Flask
Miscellaneous
1 81 (22.56%) Analytical Skills
2 35 (9.75%) Management Information System
3 22 (6.13%) Computer Science
4 10 (2.79%) Data Structures
5 9 (2.51%) Replication
6 8 (2.23%) Life Science
7 7 (1.95%) Algorithms
7 7 (1.95%) Clustering
7 7 (1.95%) Social Media
7 7 (1.95%) Social Network
8 5 (1.39%) Credit Risk
9 4 (1.11%) Data Protection Act
10 3 (0.84%) Mobile App
10 3 (0.84%) Reference Data
10 3 (0.84%) User Experience
11 2 (0.56%) Linked Data
11 2 (0.56%) Reinsurance
11 2 (0.56%) Wiki
12 1 (0.28%) Driving Licence
12 1 (0.28%) Fintech
Operating Systems
1 12 (3.34%) Windows
2 11 (3.06%) Linux
3 1 (0.28%) AIX
3 1 (0.28%) Unix
Processes & Methodologies
1 126 (35.10%) ETL
2 110 (30.64%) Migration
3 103 (28.69%) Business Intelligence
4 89 (24.79%) Data Migration
5 84 (23.40%) Data Management
6 81 (22.56%) Data Modelling
7 70 (19.50%) Data Analysis
8 69 (19.22%) Analytics
9 55 (15.32%) CRM
10 54 (15.04%) Project Management
11 43 (11.98%) Data Integration
12 40 (11.14%) Agile Software Development
13 36 (10.03%) Stakeholder Management
14 34 (9.47%) Visualisation
15 30 (8.36%) Business Development
16 29 (8.08%) Validation
17 28 (7.80%) Risk Management
18 26 (7.24%) ERP
19 25 (6.96%) Mentoring
20 24 (6.69%) Time Management
Programming Languages
1 167 (46.52%) SQL
2 43 (11.98%) Python
3 26 (7.24%) Java
4 22 (6.13%) T-SQL
5 18 (5.01%) R
6 16 (4.46%) VBA
7 15 (4.18%) JavaScript
8 10 (2.79%) PowerShell
9 9 (2.51%) PL/SQL
10 8 (2.23%) C#
11 5 (1.39%) Bash Shell
11 5 (1.39%) MATLAB
12 3 (0.84%) Apex Code
12 3 (0.84%) PHP
13 2 (0.56%) C
13 2 (0.56%) Data Analysis Expressions (DAX)
14 1 (0.28%) ActionScript
14 1 (0.28%) Scala
14 1 (0.28%) Shell Script
14 1 (0.28%) VB.NET
Qualifications
1 53 (14.76%) Degree
2 11 (3.06%) PhD
3 5 (1.39%) Security Cleared
4 3 (0.84%) AAT
4 3 (0.84%) ACCA
4 3 (0.84%) CIMA
5 2 (0.56%) ISEB
5 2 (0.56%) SC Cleared
6 1 (0.28%) APMP
6 1 (0.28%) DBS Check
6 1 (0.28%) PMI Certification
6 1 (0.28%) PMP
6 1 (0.28%) Postgraduate
Quality Assurance & Compliance
1 97 (27.02%) Data Quality
2 9 (2.51%) QA
3 3 (0.84%) SLA
4 2 (0.56%) GDPR
5 1 (0.28%) Dodd-Frank
5 1 (0.28%) EMIR
5 1 (0.28%) FATCA
5 1 (0.28%) P3O
5 1 (0.28%) PCI DSS
System Software
1 3 (0.84%) Docker
2 2 (0.56%) Apache ZooKeeper
Systems Management
1 7 (1.95%) Kibana
2 2 (0.56%) Hadoop YARN
3 1 (0.28%) Ansible
Vendors
1 91 (25.35%) Microsoft
2 69 (19.22%) Oracle
3 43 (11.98%) SAP
4 32 (8.91%) Tableau
5 30 (8.36%) Informatica
6 19 (5.29%) IBM
6 19 (5.29%) Talend
7 13 (3.62%) Salesforce.com
8 9 (2.51%) Teradata
8 9 (2.51%) Trillium
9 6 (1.67%) Alteryx
10 5 (1.39%) Google
11 3 (0.84%) Cognos
11 3 (0.84%) Dell
11 3 (0.84%) hybris
12 2 (0.56%) Cloudera
12 2 (0.56%) Hortonworks
12 2 (0.56%) MapR
12 2 (0.56%) Pardot
12 2 (0.56%) Sun
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Salary: From £45,000 to £55,000 per annum
Posted: 13 hours ago
London
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Salary: £55000 - £75000 per annum
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Salary: £35000 - £45000 per annum
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Salary: £30000 - £35000 Per Annum
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Newcastle Upon Tyne, Tyne and Wear
Solutions Recruitment
Salary: From £30,000 to £30,000 per annum
Posted: Yesterday
London
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Salary: £20000.00 - £31000.00 per annum + Benefits
Posted: 3 days ago
London
Michael Page Technology
Salary: £75000 - £76000 per annum + Pension, Health, Bonus
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Salary: £70000 - £80000 per annum + Excellent Package
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East London
Experis Ltd
Salary: £50000 - £70000 per annum
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Oxford
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Salary: £30000.00 - £33000.00 per annum + benefits
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Fixed Recruitment Ltd
Salary: £18000 - £22000 per annum
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Hays Specialist Recruitment
Salary: £25000.00 - £35000.00 per annum + excellent benefits
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Salary: Up to £40,000 per annum + benefits and bonus
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London
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Salary: £30000 - £48000 per annum + bonus +Full bens
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London
Talent Point
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Hays Specialist Recruitment Ltd
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