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 1 October 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 Oct 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 672 727 704
Rank change year-on-year
+55 -23
Permanent jobs citing Data Cleansing 204 205 262
As % of all permanent IT jobs located in England 0.23% 0.20% 0.25%
As % of the Processes & Methodologies category 0.26% 0.23% 0.29%
Number of salaries quoted 161 156 207
Median salary £45,000 £45,000 £41,500
Median salary % change year-on-year
- +8.43%
90% offered a salary of more than £27,800 £28,987 £28,500
10% offered a salary of more than £67,000 £65,500 £68,500
UK excluding London median salary £40,000 £40,000 £40,000
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
78030 88877 91096
As % of all permanent IT jobs located in England 88.26% 87.44% 85.38%
Number of salaries quoted 65514 74252 73615
Median salary £50,000 £50,000 £49,000
Median salary % change year-on-year
- +2.04%
90% offered a salary of more than £32,500 £32,500 £30,503
10% offered a salary of more than £80,000 £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 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 1 October 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 1 October 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 +77 99 £50,000 - 10
South East +54 51 £45,000 +38.46% 5
North West +11 18 £39,500 +31.66% 1
West Midlands -19 12 £47,500 -13.63% 3
South West -8 11 £37,500 -16.66% 1
East Midlands +14 8 £33,500 -9.45% 2
East of England +15 6 £45,000 -19.64%
Yorkshire +32 3 £46,750 +19.87%
Data Cleansing
UK

Data Cleansing
Top 30 Related IT Skills in England

For the 6 months to 1 October 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.

1 243 (61.68%) SQL
2 172 (43.65%) Business Intelligence
3 160 (40.61%) ETL
4 144 (36.55%) SQL Server
5 141 (35.79%) Finance
6 135 (34.26%) Data Quality
7 127 (32.23%) Data Management
8 125 (31.73%) Oracle
9 120 (30.46%) Microsoft
10 107 (27.16%) Migration
11 101 (25.63%) Analytical Skills
12 97 (24.62%) MS Excel
13 93 (23.60%) Data Analysis
14 92 (23.35%) Data Modelling
15 85 (21.57%) Data Migration
16 80 (20.30%) Data Warehouse
16 80 (20.30%) Degree
17 78 (19.80%) T-SQL
18 74 (18.78%) Management Information System
19 66 (16.75%) Analytics
20 60 (15.23%) Visualisation
21 58 (14.72%) Tableau
21 58 (14.72%) SQL Server Integration Services
22 57 (14.47%) SQL Server Reporting Services
23 53 (13.45%) Informatica
24 52 (13.20%) SAP
25 50 (12.69%) Legal
26 48 (12.18%) MS Office
26 48 (12.18%) CRM
27 45 (11.42%) Data Governance

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 28 (7.11%) IIS
2 19 (4.82%) SAS
3 12 (3.05%) SharePoint
4 7 (1.78%) Confluence
5 6 (1.52%) JBoss
6 1 (0.25%) Apache
6 1 (0.25%) Apache Pig
6 1 (0.25%) Apache Spark
6 1 (0.25%) Elasticsearch
6 1 (0.25%) Oracle Workflow
Applications
1 97 (24.62%) MS Excel
2 48 (12.18%) MS Office
3 21 (5.33%) MS PowerPoint
4 9 (2.28%) SPSS
5 7 (1.78%) MS Visio
6 3 (0.76%) MS Project
Business Applications
1 9 (2.28%) OpenText VIM for SAP
1 9 (2.28%) SAP CO
1 9 (2.28%) SAP FI
1 9 (2.28%) SAP FI/CO
1 9 (2.28%) SAP MDM
1 9 (2.28%) SAP MM
1 9 (2.28%) SAP SD
2 7 (1.78%) Dynamics CRM
3 6 (1.52%) SAP Oil and Gas
4 5 (1.27%) SAP CRM
5 4 (1.02%) Adobe Campaign
6 3 (0.76%) Dynamics AX
6 3 (0.76%) Oracle ERP
7 2 (0.51%) Oracle CRM
7 2 (0.51%) Oracle Internet Expenses
7 2 (0.51%) Oracle Procure-to-Pay
8 1 (0.25%) Investran
8 1 (0.25%) Sage CRM
8 1 (0.25%) Salesforce.com CRM
8 1 (0.25%) SAP ERP
Cloud Services
1 3 (0.76%) Amazon AWS
2 2 (0.51%) Microsoft Azure
3 1 (0.25%) Force.com
3 1 (0.25%) SaaS
Communications & Networking
1 21 (5.33%) Internet
2 5 (1.27%) Intranet
3 1 (0.25%) DHCP
3 1 (0.25%) HTTP
Database & Business Intelligence
1 144 (36.55%) SQL Server
2 80 (20.30%) Data Warehouse
3 58 (14.72%) SQL Server Integration Services
4 57 (14.47%) SQL Server Reporting Services
5 39 (9.90%) QlikView
6 37 (9.39%) Relational Database
7 33 (8.38%) Big Data
8 32 (8.12%) PowerPivot
9 30 (7.61%) SQL Server Analysis Services
10 27 (6.85%) Data Mining
10 27 (6.85%) Power BI
11 23 (5.84%) SAP Data Services
11 23 (5.84%) SQL Server 2014
12 22 (5.58%) BusinessObjects
13 21 (5.33%) SQL Server 2012
14 18 (4.57%) MS Access
15 17 (4.31%) Star Schema
16 15 (3.81%) DB2
16 15 (3.81%) Microsoft Analysis Services
17 12 (3.05%) DataStage
Development Applications
1 23 (5.84%) Talend Open Studio
2 16 (4.06%) ERwin
3 13 (3.30%) JIRA
4 12 (3.05%) LSMW
5 6 (1.52%) Jenkins
5 6 (1.52%) Selenium
6 4 (1.02%) MSBuild
7 2 (0.51%) Visual Studio
8 1 (0.25%) MSTest
8 1 (0.25%) NUnit
8 1 (0.25%) Octopus Deploy
General
1 141 (35.79%) Finance
2 50 (12.69%) Legal
3 43 (10.91%) Retail
4 30 (7.61%) Marketing
5 23 (5.84%) Banking
6 22 (5.58%) Billing
7 11 (2.79%) Pharmaceutical
8 10 (2.54%) Automotive
8 10 (2.54%) Music Industry
9 8 (2.03%) Publishing
10 7 (1.78%) Financial Institution
10 7 (1.78%) Games
11 6 (1.52%) Telecoms
12 5 (1.27%) Manufacturing
13 3 (0.76%) Front Office
13 3 (0.76%) Italian Language
13 3 (0.76%) Polish Language
13 3 (0.76%) Spanish Language
13 3 (0.76%) Swedish Language
14 2 (0.51%) International Banking
Job Titles
1 126 (31.98%) Analyst
2 83 (21.07%) Developer
3 77 (19.54%) Data Analyst
4 36 (9.14%) Business Intelligence Developer
5 34 (8.63%) Architect
5 34 (8.63%) SQL Developer
6 29 (7.36%) Consultant
7 26 (6.60%) Administrator
8 24 (6.09%) Data Manager
8 24 (6.09%) SQL Analyst
9 23 (5.84%) Business Intelligence Analyst
10 22 (5.58%) Data Architect
10 22 (5.58%) SSIS Developer
11 21 (5.33%) Data Consultant
11 21 (5.33%) DBA
12 20 (5.08%) Data Migration Consultant
12 20 (5.08%) Migration Consultant
13 19 (4.82%) Junior
13 19 (4.82%) SQL BI Developer
14 17 (4.31%) Release Engineer
Libraries, Frameworks & Software Standards
1 39 (9.90%) .NET
2 21 (5.33%) XML
3 19 (4.82%) MDX
3 19 (4.82%) Web Services
4 15 (3.81%) ASP.NET
5 13 (3.30%) HTML
6 11 (2.79%) Regular Expression
7 6 (1.52%) COM
8 5 (1.27%) ODBC
9 4 (1.02%) NumPy
9 4 (1.02%) Pandas
9 4 (1.02%) scikit-learn
10 3 (0.76%) REST
10 3 (0.76%) SOAP
11 2 (0.51%) ASP.NET MVC
11 2 (0.51%) ASP.NET MVC 5
11 2 (0.51%) ASP.NET Web API
11 2 (0.51%) D3.js
12 1 (0.25%) ASP.NET MVC 4
12 1 (0.25%) Kafka
Miscellaneous
1 101 (25.63%) Analytical Skills
2 74 (18.78%) Management Information System
3 60 (15.23%) Visualisation
4 27 (6.85%) Computer Science
4 27 (6.85%) Data Integration
5 24 (6.09%) Mathematics
6 22 (5.58%) Data Extraction
7 15 (3.81%) Replication
8 13 (3.30%) Statistics
9 11 (2.79%) Social Media
10 9 (2.28%) Data Conversion
11 6 (1.52%) Data Structures
11 6 (1.52%) Semantic Web
12 5 (1.27%) Social Network
13 4 (1.02%) Algorithms
13 4 (1.02%) Data Centre
14 3 (0.76%) CMDB
14 3 (0.76%) Neural Network
14 3 (0.76%) PMI
15 2 (0.51%) Reference Data
Operating Systems
1 15 (3.81%) Windows
2 8 (2.03%) Unix
3 4 (1.02%) Linux
4 2 (0.51%) Windows Server
5 1 (0.25%) AIX
Processes & Methodologies
1 172 (43.65%) Business Intelligence
2 160 (40.61%) ETL
3 127 (32.23%) Data Management
4 107 (27.16%) Migration
5 93 (23.60%) Data Analysis
6 92 (23.35%) Data Modelling
7 85 (21.57%) Data Migration
8 66 (16.75%) Analytics
9 48 (12.18%) CRM
10 45 (11.42%) Data Governance
11 36 (9.14%) Data Visualisation
12 35 (8.88%) Master Data Management
13 33 (8.38%) Agile Software Development
14 31 (7.87%) Change Control
15 30 (7.61%) PRINCE2
16 28 (7.11%) Stakeholder Management
17 27 (6.85%) Business Analysis
17 27 (6.85%) Performance Tuning
17 27 (6.85%) Project Management
18 25 (6.35%) Metadata Management
Programming Languages
1 243 (61.68%) SQL
2 78 (19.80%) T-SQL
3 39 (9.90%) C#
4 34 (8.63%) VBA
5 20 (5.08%) PL/SQL
6 19 (4.82%) Python
7 17 (4.31%) Data Analysis Expressions (DAX)
8 16 (4.06%) PowerShell
9 15 (3.81%) Java
10 13 (3.30%) JavaScript
11 11 (2.79%) ABAP
12 9 (2.28%) R
13 6 (1.52%) C++
14 5 (1.27%) VB
14 5 (1.27%) VBScript
15 3 (0.76%) Shell Script
16 2 (0.51%) C
Qualifications
1 80 (20.30%) Degree
2 32 (8.12%) Security Cleared
3 9 (2.28%) SC Cleared
4 7 (1.78%) PhD
5 4 (1.02%) ITIL Certification
6 3 (0.76%) PMI Certification
6 3 (0.76%) PRINCE2 Certification
7 1 (0.25%) AAT
7 1 (0.25%) ACCA
7 1 (0.25%) CIMA
7 1 (0.25%) CISSP
7 1 (0.25%) ISTQB
7 1 (0.25%) ITIL Foundation Certificate
7 1 (0.25%) SAP Certification
Quality Assurance & Compliance
1 135 (34.26%) Data Quality
2 18 (4.57%) QA
3 13 (3.30%) PCI DSS
4 4 (1.02%) EMIR
4 4 (1.02%) SLA
5 2 (0.51%) CRD IV
5 2 (0.51%) Dodd-Frank
5 2 (0.51%) FATCA
5 2 (0.51%) ISO/IEC 27001
5 2 (0.51%) MiFID
6 1 (0.25%) COBIT
System Software
1 1 (0.25%) Apache ZooKeeper
Systems Management
1 2 (0.51%) Ansible
2 1 (0.25%) Hadoop YARN
2 1 (0.25%) SCCM
Vendors
1 125 (31.73%) Oracle
2 120 (30.46%) Microsoft
3 58 (14.72%) Tableau
4 53 (13.45%) Informatica
5 52 (13.20%) SAP
6 37 (9.39%) IBM
7 23 (5.84%) Talend
8 20 (5.08%) Salesforce.com
9 16 (4.06%) Cognos
10 13 (3.30%) Teradata
11 9 (2.28%) Trillium
12 5 (1.27%) Netezza
13 3 (0.76%) Alteryx
13 3 (0.76%) DataFlux
13 3 (0.76%) Google
14 2 (0.51%) Cognizant
14 2 (0.51%) JD Edwards
14 2 (0.51%) Pardot
14 2 (0.51%) Sybase
15 1 (0.25%) MuleSoft
Gloucester, Gloucestershire
Informatiq Consulting
Posted: 8 hours ago
Brighton, East Sussex
ARC IT Recruitment Ltd
Salary: £36000 per annum + Plus Benefits
Posted: 22 hours ago
London
Big Wednesday Digital Ltd
Salary: negotiable
Posted: Yesterday
London
Harrington Boyd
Salary: £55000 - £75000 per annum
Posted: 2 days ago
England
Harrington Boyd
Salary: £55000 - £75000 per annum
Posted: 2 days ago
London
Best Practice Talent Solutions, Ltd
Posted: 4 days ago
City, London
Best Practice Talent Solutions
Salary: From £25,000 to £35,000 per annum depending on experience and aptitude
Posted: 4 days ago
Solihull, West Midlands (County)
360 Resourcing Solutions
Salary: £15,000 - £20,000 per annum
Posted: 2 days ago
West Midlands
KDR Recruitment
Salary: £40000 - £50000 per annum + Benefits
Posted: 2 days ago
London
Harrington Boyd
Salary: £55000 - £75000 per annum
Posted: 4 days ago
London
Venturi
Salary: £65000 - £85000 per annum + Benefits
Posted: 15 days ago
Manchester
Adria Solutions Ltd
Salary: £30000 - £35000 per annum + Benefits
Posted: 23 days ago
London
Talent Point
Salary: £28000.00 - £35000.00 per annum
Posted: 15 days ago
Brighton
Hays Specialist Recruitment
Salary: £40000 - £50000 per annum + benefits
Posted: 17 days ago
Beckenham
aap3
Salary: £40000 - £50000 per annum + Excellent Benefits
Posted: 25 days ago
Edgware, Middlesex
Xara Computers (UK) Ltd
Salary: From £16,000 to £21,000 per annum
Posted: 4 days ago