The following table provides summary statistics for contract job vacancies advertised in England with a requirement for Data Cleansing skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Cleansing over the 3 months to 26 March 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

3 months to
26 Mar 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
UK / England
Rank 406 421 409
Rank change year-on-year +15 -12  
Contract jobs citing Data Cleansing 170 193 189
As % of all contract IT jobs advertised in England 0.41% 0.39% 0.39%
As % of the Processes & Methodologies category 0.49% 0.47% 0.49%
Number of daily rates quoted 108 135 135
Median daily rate £400 £425 £430
Median daily rate % change year-on-year -5.88% -1.16%  
90% offered a daily rate of more than £187 £275 £288
10% offered a daily rate of more than £600 £550 £586
UK excluding London median daily rate £350 £425 £400
% change year-on-year -17.64% +6.25%  
Number of hourly rates quoted 1 2 1
Median hourly rate £14.63 £13.50 £20.00
Median hourly rate % change year-on-year +8.33% -32.50%  
UK excluding London median hourly rate £14.63 £13.50 £20.00
% change year-on-year +8.33% -32.50%  

Data Cleansing is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in England with a requirement for process and methodology skills.

Contract Process & Methodology Skills
England
Contract job vacancies with a requirement for process and methodology skills 34360 40698 38684
As % of all contract IT job vacancies advertised in England 83.28% 82.96% 80.02%
Number of daily rates quoted 22779 27017 24364
Median daily rate £450 £438 £425
Median daily rate % change year-on-year +2.85% +2.94%  
90% offered a daily rate of more than £300 £300 £280
10% offered a daily rate of more than £600 £600 £578
UK excluding London median daily rate £410 £400 £398
% change year-on-year +2.50% +0.62%  
Number of hourly rates quoted 862 1001 1130
Median hourly rate £36.00 £37.50 £27.50
Median hourly rate % change year-on-year -4.00% +36.36%  
90% offered a hourly rate of more than £13.00 £13.00 £12.00
10% offered a hourly rate of more than £52.50 £55.00 £48.01
UK excluding London median hourly rate £36.00 £38.75 £30.00
% change year-on-year -7.09% +29.16%  

Data Cleansing
Job Vacancy Trend in England

The job posting trend of jobs advertised in England citing Data Cleansing as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Cleansing in England

Data Cleansing
Contractor Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Cleansing in England.

Contractor daily rate trend for Data Cleansing in England

Data Cleansing
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Data Cleansing in England over the 3 months to 26 March 2017.

Contractor daily rate histogram for Data Cleansing in England

Data Cleansing
Contractor Hourly Rate Trend in England

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Cleansing in England.

Contractor hourly rate trend for Data Cleansing in England

Data Cleansing
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Cleansing within the England region over the 3 months to 26 March 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +31 89 £413 +0.60% 13
North West +31 17 £284 -31.15% 4
South East +1 15 £385 -9.41% 9
West Midlands +8 14 £190 -62.00% 1
East of England +7 14 £500 +33.33%
South West +2 7 £270 -37.39%
Yorkshire +17 6 £440 +17.33%
East Midlands -6 6 £230 -48.88%
Data Cleansing
UK

Data Cleansing
Top 30 Related IT Skills in England

For the 6 months to 26 March 2017, IT contractor 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 contract ads across the England region with a requirement for Data Cleansing.

1 168 (46.54%) Migration
2 148 (41.00%) Data Migration
3 131 (36.29%) SQL
4 114 (31.58%) Finance
5 113 (31.30%) ETL
6 88 (24.38%) Data Quality
7 86 (23.82%) Oracle
8 77 (21.33%) SAP
9 74 (20.50%) Data Modelling
10 65 (18.01%) ERP
11 63 (17.45%) Business Intelligence
12 62 (17.17%) Data Analysis
13 56 (15.51%) SQL Server Integration Services
14 51 (14.13%) Analytical Skills
15 48 (13.30%) Microsoft
15 48 (13.30%) MS Excel
16 47 (13.02%) SQL Server
16 47 (13.02%) Stakeholder Management
17 42 (11.63%) Data Warehouse
18 41 (11.36%) Data Transformation
19 39 (10.80%) Data Management
20 37 (10.25%) Agile Software Development
21 32 (8.86%) Degree
21 32 (8.86%) Data Mapping
22 28 (7.76%) Security Cleared
22 28 (7.76%) Project Management
22 28 (7.76%) Validation
22 28 (7.76%) Data Structures
23 27 (7.48%) SQL Server Reporting Services
24 26 (7.20%) CRM

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 10 (2.77%) Apache Spark
2 9 (2.49%) SAS
3 7 (1.94%) Smallworld
4 6 (1.66%) SharePoint
5 4 (1.11%) Elasticsearch
5 4 (1.11%) Oracle SOA Suite
6 3 (0.83%) Confluence
7 2 (0.55%) Oracle Self-Service HR
8 1 (0.28%) Apache
8 1 (0.28%) ArcGIS
8 1 (0.28%) BizTalk Server
8 1 (0.28%) Oracle Spatial
8 1 (0.28%) Oracle Workflow
8 1 (0.28%) WebLogic
Applications
1 48 (13.30%) MS Excel
2 16 (4.43%) MS PowerPoint
3 13 (3.60%) MS Office
4 5 (1.39%) MS Visio
4 5 (1.39%) Stata
5 4 (1.11%) Spreadsheet
6 3 (0.83%) MS Project
7 1 (0.28%) SPSS
Business Applications
1 25 (6.93%) Oracle EBS R12
2 21 (5.82%) Oracle EBS
3 14 (3.88%) Oracle ERP
3 14 (3.88%) SAP HR
4 12 (3.32%) Maximo
5 10 (2.77%) Dynamics CRM
6 8 (2.22%) SAP FI
7 7 (1.94%) SAP HCM
8 6 (1.66%) SAP ERP
9 4 (1.11%) Oracle Payroll
9 4 (1.11%) Oracle Procure-to-Pay
9 4 (1.11%) SAP Oil and Gas
10 3 (0.83%) Dynamics AX
10 3 (0.83%) Oracle Financials
10 3 (0.83%) Oracle Payables
10 3 (0.83%) Oracle Retail
10 3 (0.83%) Salesforce.com CRM
10 3 (0.83%) SAP CO
10 3 (0.83%) SAP FI/CO
11 2 (0.55%) Endur
Cloud Services
1 5 (1.39%) Office 365
1 5 (1.39%) SuccessFactors
2 4 (1.11%) PaaS
2 4 (1.11%) SaaS
3 3 (0.83%) Amazon AWS
4 1 (0.28%) Force.com
4 1 (0.28%) Google Analytics
4 1 (0.28%) Microsoft Azure
4 1 (0.28%) Slack
4 1 (0.28%) Trello
Communications & Networking
1 3 (0.83%) SNA
2 2 (0.55%) Internet
3 1 (0.28%) BGP
3 1 (0.28%) NAS
Database & Business Intelligence
1 56 (15.51%) SQL Server Integration Services
2 47 (13.02%) SQL Server
3 42 (11.63%) Data Warehouse
4 27 (7.48%) SQL Server Reporting Services
5 19 (5.26%) Big Data
6 17 (4.71%) MS Access
7 15 (4.16%) QlikView
8 13 (3.60%) Relational Database
9 11 (3.05%) Oracle Reports
9 11 (3.05%) SQL Server Analysis Services
10 10 (2.77%) Hadoop
10 10 (2.77%) SQL Server 2012
11 9 (2.49%) Power BI
12 8 (2.22%) Data Mining
12 8 (2.22%) SQL Server 2008
13 7 (1.94%) Enterprise Data Warehouse
13 7 (1.94%) GIS
13 7 (1.94%) SQL Server 2014
14 6 (1.66%) Oracle BI EE
15 5 (1.39%) Oracle Database 11g
Development Applications
1 17 (4.71%) LSMW
2 12 (3.32%) Team Foundation Server
2 12 (3.32%) Visual Studio
3 5 (1.39%) ERwin
3 5 (1.39%) JIRA
4 3 (0.83%) Talend Open Studio
5 1 (0.28%) Git (software)
5 1 (0.28%) Jenkins
5 1 (0.28%) Sonatype Nexus
5 1 (0.28%) SQL Server Management Studio (SSMS)
General
1 114 (31.58%) Finance
2 21 (5.82%) Retail
3 18 (4.99%) Banking
4 12 (3.32%) Legal
5 9 (2.49%) Marketing
6 6 (1.66%) Billing
7 5 (1.39%) Manufacturing
8 3 (0.83%) Advertising
8 3 (0.83%) Investment Banking
8 3 (0.83%) Pharmaceutical
9 2 (0.55%) Back Office
9 2 (0.55%) General Ledger
9 2 (0.55%) Law
9 2 (0.55%) Local Government
9 2 (0.55%) Publishing
10 1 (0.28%) Corporate Banking
10 1 (0.28%) Retail Banking
10 1 (0.28%) Spanish Language
10 1 (0.28%) Telecoms
Job Titles
1 122 (33.80%) Analyst
2 91 (25.21%) Data Analyst
3 67 (18.56%) Developer
4 32 (8.86%) Consultant
5 26 (7.20%) Data Manager
6 24 (6.65%) Architect
7 19 (5.26%) SQL Developer
8 18 (4.99%) Business Data Analyst
8 18 (4.99%) Data Consultant
9 16 (4.43%) Business Analyst
9 16 (4.43%) Data Migration Analyst
9 16 (4.43%) Data Migration Consultant
9 16 (4.43%) Data Migration Lead
9 16 (4.43%) Migration Analyst
9 16 (4.43%) Migration Consultant
10 15 (4.16%) Migration Manager
11 14 (3.88%) Data Cleansing Analyst
11 14 (3.88%) ETL Developer
11 14 (3.88%) Project Manager
12 12 (3.32%) Data Architect
Libraries, Frameworks & Software Standards
1 17 (4.71%) XML
2 16 (4.43%) BAPI
3 11 (3.05%) .NET
3 11 (3.05%) Oracle Fusion
4 6 (1.66%) SAML
5 5 (1.39%) D3.js
5 5 (1.39%) HTML
6 4 (1.11%) ActiveX
6 4 (1.11%) AngularJS
6 4 (1.11%) HTML5
7 3 (0.83%) ADO
7 3 (0.83%) DAO
7 3 (0.83%) GraphX
7 3 (0.83%) Kafka
7 3 (0.83%) REST
7 3 (0.83%) SOAP
8 2 (0.55%) ASP.NET
9 1 (0.28%) CSS
9 1 (0.28%) JSP
9 1 (0.28%) Servlets
Miscellaneous
1 51 (14.13%) Analytical Skills
2 28 (7.76%) Data Structures
3 23 (6.37%) Management Information System
4 21 (5.82%) Reference Data
5 12 (3.32%) NHS
6 10 (2.77%) Computer Science
7 5 (1.39%) User Experience
8 4 (1.11%) Credit Risk
9 3 (0.83%) Algorithms
9 3 (0.83%) Enterprise Software
9 3 (0.83%) PMI
9 3 (0.83%) Replication
9 3 (0.83%) Virtual Team
10 2 (0.55%) Fixed Income
10 2 (0.55%) FMCG
10 2 (0.55%) Tandem
11 1 (0.28%) Hedge funds
11 1 (0.28%) Mobile App
11 1 (0.28%) RIA
11 1 (0.28%) Smart Meter
Operating Systems
1 11 (3.05%) Windows
2 6 (1.66%) Windows Server
3 5 (1.39%) Unix
4 4 (1.11%) Windows 10
5 1 (0.28%) Linux
Processes & Methodologies
1 168 (46.54%) Migration
2 148 (41.00%) Data Migration
3 113 (31.30%) ETL
4 74 (20.50%) Data Modelling
5 65 (18.01%) ERP
6 63 (17.45%) Business Intelligence
7 62 (17.17%) Data Analysis
8 47 (13.02%) Stakeholder Management
9 41 (11.36%) Data Transformation
10 39 (10.80%) Data Management
11 37 (10.25%) Agile Software Development
12 32 (8.86%) Data Mapping
13 28 (7.76%) Project Management
13 28 (7.76%) Validation
14 26 (7.20%) CRM
15 23 (6.37%) Data Governance
16 21 (5.82%) Data Extraction
17 18 (4.99%) Data Validation
18 17 (4.71%) Statistics
18 17 (4.71%) User Acceptance Testing
Programming Languages
1 131 (36.29%) SQL
2 22 (6.09%) T-SQL
3 14 (3.88%) Python
4 13 (3.60%) VBA
5 7 (1.94%) C#
5 7 (1.94%) PL/SQL
6 5 (1.39%) Data Analysis Expressions (DAX)
6 5 (1.39%) PHP
6 5 (1.39%) R
6 5 (1.39%) Scala
7 4 (1.11%) C
7 4 (1.11%) VB
8 3 (0.83%) Java
8 3 (0.83%) JavaScript
9 2 (0.55%) ABAP
9 2 (0.55%) Magik
9 2 (0.55%) MATLAB
9 2 (0.55%) SAS Macro
10 1 (0.28%) Ruby
10 1 (0.28%) X++
Qualifications
1 32 (8.86%) Degree
2 28 (7.76%) Security Cleared
3 22 (6.09%) SC Cleared
4 4 (1.11%) APMP
4 4 (1.11%) BC Cleared
4 4 (1.11%) BPSS Clearance
5 3 (0.83%) PMI Certification
5 3 (0.83%) PMP
6 2 (0.55%) Postgraduate
7 1 (0.28%) CCNP
7 1 (0.28%) Cisco Certification
7 1 (0.28%) HND
7 1 (0.28%) ISEB
7 1 (0.28%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 88 (24.38%) Data Quality
2 20 (5.54%) QA
3 8 (2.22%) PMO
4 3 (0.83%) P3O
5 2 (0.55%) Disclosure Scotland
5 2 (0.55%) GxP
6 1 (0.28%) FATCA
6 1 (0.28%) IFRS
6 1 (0.28%) IFRS 9
6 1 (0.28%) Solvency II
System Software
1 1 (0.28%) Active Directory
1 1 (0.28%) Firmware
1 1 (0.28%) IAG
1 1 (0.28%) Virtual Machines
Systems Management
1 1 (0.28%) Forefront Identity Manager
Vendors
1 86 (23.82%) Oracle
2 77 (21.33%) SAP
3 48 (13.30%) Microsoft
4 13 (3.60%) Salesforce.com
5 12 (3.32%) IBM
6 7 (1.94%) Tableau
7 6 (1.66%) Informatica
8 5 (1.39%) Cognos
9 4 (1.11%) IFS
9 4 (1.11%) Remedy
10 3 (0.83%) Ariba
10 3 (0.83%) Northgate
10 3 (0.83%) PeopleSoft
10 3 (0.83%) Talend
11 2 (0.55%) Bloomberg
11 2 (0.55%) Concur
11 2 (0.55%) CyberArk
11 2 (0.55%) Dell
11 2 (0.55%) Teradata
11 2 (0.55%) Trillium
Surrey
Stott & May
Posted: 5 days ago
North West England
Vivid Resourcing
Posted: 6 days ago
London
Nicoll Curtin
Rate: £550 - £650 per hour
Posted: 3 days ago
Warwickshire
Spring Technology
Posted: 5 days ago
City, London
Venturi
Posted: 4 days ago
Alderley Edge, Cheshire
HAYS INFORMATION TECHNOLOGY
Rate: £400.00 - £450.00 per day
Posted: 5 days ago