The table below looks at the statistics for Data Cleansing skills in IT contracts advertised for the London region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Cleansing over the 3 months to 26 February 2017 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
26 Feb 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
England / London
Rank 318 332 289
Rank change year-on-year
+14 -43
Contract jobs citing Data Cleansing 82 85 130
As % of all contract IT jobs located in London 0.43% 0.40% 0.61%
As % of the Processes & Methodologies category 0.51% 0.47% 0.74%
Number of daily rates quoted 60 57 95
Median daily rate £425 £450 £470
Median daily rate % change year-on-year
-5.55% -4.25%
90% offered a daily rate of more than £150 £313 £300
10% offered a daily rate of more than £628 £643 £592
UK excluding London median daily rate £350 £400 £365
% change year-on-year
-12.50% +9.58%
Number of hourly rates quoted 0 2 1
Median hourly rate - £17.50 £16.00
Median hourly rate % change year-on-year
- +9.37%
UK excluding London median hourly rate - £13.50 -

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

Processes & Methodologies Category
London
Contract IT job ads with a match in the
Processes & Methodologies category
16237 18239 17511
As % of all contract IT jobs located in London 84.94% 85.05% 82.27%
Number of daily rates quoted 11769 13057 12462
Median daily rate £475 £475 £450
Median daily rate % change year-on-year
- +5.55%
90% offered a daily rate of more than £340 £325 £305
10% offered a daily rate of more than £638 £625 £600
UK excluding London median daily rate £408 £400 £399
% change year-on-year
+2.00% +0.24%
Number of hourly rates quoted 154 215 206
Median hourly rate £33.00 £22.50 £20.45
Median hourly rate % change year-on-year
+46.66% +10.05%
90% offered a hourly rate of more than £14.45 £12.50 £11.00
10% offered a hourly rate of more than £70.00 £53.00 £55.00
UK excluding London median hourly rate £36.00 £40.00 £28.50
% change year-on-year
-10.00% +40.35%

Data Cleansing
Jobs Demand Trend in London

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

Data Cleansing Jobs Demand Trend in London

Data Cleansing
Daily Rate Trend in London

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

Data Cleansing Daily Rate Trend in London

Data Cleansing
Daily Rate Histogram in London

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Cleansing across the London region over the 3 months to 26 February 2017.

Data Cleansing Daily Rate Histogram in London

Data Cleansing
Hourly Rate Trend in London

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

Data Cleansing Hourly Rate Trend in London

Data Cleansing
Contract Job Locations in London

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 London region over the 3 months to 26 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +9 16 £308 -41.42% 5
Uxbridge - 1 - -
Docklands, London - 1 - -
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in London

For the 6 months to 26 February 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 London region with a requirement for Data Cleansing.

1 66 (37.93%) SQL
2 60 (34.48%) Migration
3 58 (33.33%) ETL
4 56 (32.18%) Data Migration
5 51 (29.31%) Data Quality
6 46 (26.44%) Finance
7 42 (24.14%) Data Modelling
8 39 (22.41%) Data Analysis
9 38 (21.84%) ERP
10 37 (21.26%) Oracle
11 33 (18.97%) Business Intelligence
12 29 (16.67%) SQL Server
13 28 (16.09%) SAP
14 26 (14.94%) MS Excel
14 26 (14.94%) SQL Server Integration Services
15 25 (14.37%) Agile Software Development
16 23 (13.22%) Data Warehouse
17 22 (12.64%) Data Management
18 21 (12.07%) Stakeholder Management
19 19 (10.92%) Project Management
20 18 (10.34%) Management Information System
21 17 (9.77%) Degree
21 17 (9.77%) QA
22 16 (9.20%) Microsoft
22 16 (9.20%) T-SQL
22 16 (9.20%) Relational Database
23 15 (8.62%) Big Data
23 15 (8.62%) Data Governance
23 15 (8.62%) Statistics
23 15 (8.62%) Retail

Data Cleansing
Top Related IT Skills in London 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 13 (7.47%) Apache Spark
2 7 (4.02%) Elasticsearch
3 3 (1.72%) Confluence
3 3 (1.72%) SAS
4 2 (1.15%) Oracle Self-Service HR
4 2 (1.15%) SharePoint
5 1 (0.57%) Apache
5 1 (0.57%) Oracle Workflow
5 1 (0.57%) WebLogic
Applications
1 26 (14.94%) MS Excel
2 8 (4.60%) MS Office
3 4 (2.30%) MS Project
4 3 (1.72%) MS Visio
5 1 (0.57%) Spreadsheet
5 1 (0.57%) SPSS
Business Applications
1 10 (5.75%) Oracle EBS R12
1 10 (5.75%) Oracle ERP
2 7 (4.02%) Oracle EBS
3 3 (1.72%) Dynamics CRM
3 3 (1.72%) Maximo
3 3 (1.72%) Oracle Payroll
3 3 (1.72%) Oracle Procure-to-Pay
3 3 (1.72%) SAP Oil and Gas
4 2 (1.15%) Endur
4 2 (1.15%) Oracle Financials
4 2 (1.15%) Oracle iRecruitment
4 2 (1.15%) Oracle Payables
4 2 (1.15%) Oracle Retail
4 2 (1.15%) Salesforce.com CRM
4 2 (1.15%) SAP FI
4 2 (1.15%) SAP HCM
5 1 (0.57%) SAP CO
5 1 (0.57%) SAP MM
5 1 (0.57%) SAP PM
5 1 (0.57%) SAP SD
Cloud Services
1 6 (3.45%) Office 365
2 3 (1.72%) SaaS
3 1 (0.57%) Amazon AWS
3 1 (0.57%) Force.com
3 1 (0.57%) Google Analytics
Communications & Networking
1 3 (1.72%) Internet
1 3 (1.72%) SNA
2 1 (0.57%) BGP
2 1 (0.57%) Intranet
Database & Business Intelligence
1 29 (16.67%) SQL Server
2 26 (14.94%) SQL Server Integration Services
3 23 (13.22%) Data Warehouse
4 16 (9.20%) Relational Database
5 15 (8.62%) Big Data
6 14 (8.05%) SQL Server Reporting Services
7 13 (7.47%) Hadoop
8 11 (6.32%) SQL Server Analysis Services
9 8 (4.60%) SQL Server 2012
10 7 (4.02%) Oracle Reports
10 7 (4.02%) Power BI
11 5 (2.87%) SQL Server 2016
12 4 (2.30%) Enterprise Data Warehouse
12 4 (2.30%) Oracle BI EE
12 4 (2.30%) Oracle Database
12 4 (2.30%) Oracle Database 11g
12 4 (2.30%) QlikView
13 3 (1.72%) MS Access
13 3 (1.72%) OLAP
13 3 (1.72%) SQL Server 2008
Development Applications
1 11 (6.32%) JIRA
2 10 (5.75%) ERwin
3 5 (2.87%) Team Foundation Server
4 4 (2.30%) Visual Studio
5 3 (1.72%) Talend Open Studio
6 1 (0.57%) Git (software)
6 1 (0.57%) Jenkins
6 1 (0.57%) QAComplete
6 1 (0.57%) Sonatype Nexus
6 1 (0.57%) SQL Server Management Studio (SSMS)
6 1 (0.57%) TestComplete
6 1 (0.57%) VersionOne
General
1 46 (26.44%) Finance
2 15 (8.62%) Retail
3 13 (7.47%) Banking
4 10 (5.75%) Legal
5 5 (2.87%) Billing
5 5 (2.87%) Law
5 5 (2.87%) Marketing
6 3 (1.72%) Front Office
6 3 (1.72%) General Ledger
6 3 (1.72%) Investment Banking
7 2 (1.15%) Back Office
7 2 (1.15%) Pharmaceutical
8 1 (0.57%) Advertising
8 1 (0.57%) Corporate Banking
8 1 (0.57%) Spanish Language
Job Titles
1 51 (29.31%) Analyst
2 42 (24.14%) Data Analyst
3 26 (14.94%) Developer
4 15 (8.62%) Data Manager
5 14 (8.05%) Architect
6 13 (7.47%) Consultant
7 12 (6.90%) Data Cleansing Analyst
8 11 (6.32%) Project Manager
9 9 (5.17%) Migration Manager
9 9 (5.17%) SQL Developer
9 9 (5.17%) SSIS Developer
10 8 (4.60%) Data Migration Lead
10 8 (4.60%) Senior Analyst
10 8 (4.60%) Senior Data Analyst
10 8 (4.60%) SQL Analyst
10 8 (4.60%) SQL Data Analyst
11 7 (4.02%) Business Intelligence Developer
11 7 (4.02%) Data Architect
11 7 (4.02%) Data Consultant
12 6 (3.45%) Migration Project Manager
Libraries, Frameworks & Software Standards
1 7 (4.02%) Oracle Fusion
2 6 (3.45%) .NET
2 6 (3.45%) AngularJS
2 6 (3.45%) Kafka
3 5 (2.87%) D3.js
3 5 (2.87%) HTML
4 4 (2.30%) HTML5
4 4 (2.30%) XML
5 3 (1.72%) Akka
5 3 (1.72%) GraphX
5 3 (1.72%) SAML
6 2 (1.15%) ASP.NET
6 2 (1.15%) Node.js
6 2 (1.15%) Play Framework
6 2 (1.15%) REST
6 2 (1.15%) SOAP
7 1 (0.57%) CSS
7 1 (0.57%) JSP
7 1 (0.57%) Servlets
7 1 (0.57%) XSD
Miscellaneous
1 18 (10.34%) Management Information System
2 14 (8.05%) Reference Data
3 13 (7.47%) Analytical Skills
4 10 (5.75%) Data Structures
5 7 (4.02%) NHS
6 6 (3.45%) Computer Science
7 3 (1.72%) Algorithms
7 3 (1.72%) Credit Risk
7 3 (1.72%) Enterprise Software
7 3 (1.72%) PMI
7 3 (1.72%) User Experience
8 2 (1.15%) Replication
8 2 (1.15%) Virtual Team
9 1 (0.57%) Data Protection Act
9 1 (0.57%) Fixed Income
9 1 (0.57%) FMCG
9 1 (0.57%) Market Risk
9 1 (0.57%) SWIFT
Operating Systems
1 5 (2.87%) Windows
2 4 (2.30%) Windows 10
3 3 (1.72%) Unix
4 1 (0.57%) Linux
Processes & Methodologies
1 60 (34.48%) Migration
2 58 (33.33%) ETL
3 56 (32.18%) Data Migration
4 42 (24.14%) Data Modelling
5 39 (22.41%) Data Analysis
6 38 (21.84%) ERP
7 33 (18.97%) Business Intelligence
8 25 (14.37%) Agile Software Development
9 22 (12.64%) Data Management
10 21 (12.07%) Stakeholder Management
11 19 (10.92%) Project Management
12 15 (8.62%) Data Governance
12 15 (8.62%) Statistics
13 13 (7.47%) Data Entry
14 12 (6.90%) Data Extraction
15 11 (6.32%) CRM
15 11 (6.32%) Data Transformation
15 11 (6.32%) Scrum
16 10 (5.75%) Analytics
17 9 (5.17%) Machine Learning
Programming Languages
1 66 (37.93%) SQL
2 16 (9.20%) T-SQL
3 8 (4.60%) Scala
4 5 (2.87%) Data Analysis Expressions (DAX)
4 5 (2.87%) VBA
5 4 (2.30%) PL/SQL
5 4 (2.30%) Shell Script
6 3 (1.72%) C
6 3 (1.72%) JavaScript
6 3 (1.72%) Python
7 2 (1.15%) Java
7 2 (1.15%) R
8 1 (0.57%) C#
8 1 (0.57%) MATLAB
8 1 (0.57%) VB
8 1 (0.57%) VB.NET
8 1 (0.57%) VBScript
Qualifications
1 17 (9.77%) Degree
2 4 (2.30%) APMP
3 3 (1.72%) PMI Certification
3 3 (1.72%) PMP
3 3 (1.72%) SC Cleared
3 3 (1.72%) Security Cleared
4 1 (0.57%) CCNP
4 1 (0.57%) Cisco Certification
4 1 (0.57%) DBS Check
4 1 (0.57%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 51 (29.31%) Data Quality
2 17 (9.77%) QA
3 7 (4.02%) PMO
4 3 (1.72%) P3O
5 2 (1.15%) GxP
6 1 (0.57%) SLA
6 1 (0.57%) Solvency II
System Software
1 1 (0.57%) Active Directory
1 1 (0.57%) Firmware
1 1 (0.57%) IAG
Systems Management
1 1 (0.57%) Forefront Identity Manager
1 1 (0.57%) HP Quality Center
Vendors
1 37 (21.26%) Oracle
2 28 (16.09%) SAP
3 16 (9.20%) Microsoft
4 6 (3.45%) IBM
5 5 (2.87%) Tableau
6 4 (2.30%) Remedy
6 4 (2.30%) Salesforce.com
7 3 (1.72%) Bloomberg
7 3 (1.72%) IFS
7 3 (1.72%) Informatica
7 3 (1.72%) Talend
8 2 (1.15%) Cognos
8 2 (1.15%) Concur
8 2 (1.15%) CyberArk
8 2 (1.15%) Dell
8 2 (1.15%) Teradata
9 1 (0.57%) Cramer
9 1 (0.57%) Fujitsu
9 1 (0.57%) Google
9 1 (0.57%) Murex
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