The following table provides summary statistics for contract job vacancies advertised in London 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 27 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
27 Mar 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
England / London
Rank 310 343 288
Rank change year-on-year +33 -55  
Contract jobs citing Data Cleansing 88 88 127
As % of all contract IT jobs advertised in London 0.45% 0.40% 0.59%
As % of the Processes & Methodologies category 0.53% 0.47% 0.72%
Number of daily rates quoted 63 61 91
Median daily rate £413 £410 £470
Median daily rate % change year-on-year +0.60% -12.76%  
90% offered a daily rate of more than £150 £200 £300
10% offered a daily rate of more than £600 £550 £700
UK excluding London median daily rate £350 £425 £400
% change year-on-year -17.64% +6.25%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £12.31 £13.50 £33.67
% change year-on-year -8.79% -59.89%  

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 London with a requirement for process and methodology skills.

Contract Process & Methodology Skills
London
Contract job vacancies with a requirement for process and methodology skills 16487 18855 17641
As % of all contract IT job vacancies advertised in London 85.16% 85.15% 81.99%
Number of daily rates quoted 11864 13608 12398
Median daily rate £480 £475 £450
Median daily rate % change year-on-year +1.05% +5.55%  
90% offered a daily rate of more than £345 £325 £310
10% offered a daily rate of more than £650 £625 £613
UK excluding London median daily rate £410 £400 £396
% change year-on-year +2.50% +1.01%  
Number of hourly rates quoted 168 194 250
Median hourly rate £32.50 £22.50 £20.00
Median hourly rate % change year-on-year +44.44% +12.50%  
90% offered a hourly rate of more than £14.20 £12.50 £11.00
10% offered a hourly rate of more than £55.00 £52.50 £55.00
UK excluding London median hourly rate £36.25 £38.50 £30.20
% change year-on-year -5.84% +27.48%  

Data Cleansing
Job Vacancy Trend in London

The job posting trend of jobs advertised in London 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 London

Data Cleansing
Contractor Daily Rate Trend in London

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

Contractor daily rate trend for Data Cleansing in London

Data Cleansing
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing Data Cleansing in London over the 3 months to 27 March 2017.

Contractor daily rate histogram for Data Cleansing in London

Data Cleansing
Contractor Hourly Rate Trend in London

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

Contractor hourly rate trend for Data Cleansing 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 27 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
City of London 0 11 £215 -54.73% 3
Croydon - 4 - -
Docklands, London 0 3 - -
Ilford - 1 £113 -
Uxbridge - 1 - -
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in London

For the 6 months to 27 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 London region with a requirement for Data Cleansing.

1 68 (37.99%) SQL
2 64 (35.75%) Migration
3 60 (33.52%) ETL
4 59 (32.96%) Data Migration
5 54 (30.17%) Data Quality
6 52 (29.05%) Finance
7 41 (22.91%) Data Modelling
8 40 (22.35%) Data Analysis
8 40 (22.35%) Oracle
9 39 (21.79%) ERP
10 36 (20.11%) Business Intelligence
11 30 (16.76%) SQL Server
11 30 (16.76%) SQL Server Integration Services
12 28 (15.64%) Agile Software Development
12 28 (15.64%) Data Warehouse
13 26 (14.53%) SAP
14 25 (13.97%) MS Excel
15 23 (12.85%) Stakeholder Management
16 22 (12.29%) Degree
17 21 (11.73%) Data Management
18 20 (11.17%) QA
18 20 (11.17%) Analytical Skills
19 19 (10.61%) Microsoft
19 19 (10.61%) Management Information System
20 17 (9.50%) Project Management
21 16 (8.94%) Data Transformation
22 15 (8.38%) Data Governance
22 15 (8.38%) Reference Data
22 15 (8.38%) Retail
23 14 (7.82%) Oracle EBS R12

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 10 (5.59%) Apache Spark
2 4 (2.23%) Elasticsearch
2 4 (2.23%) Oracle SOA Suite
3 3 (1.68%) Confluence
4 2 (1.12%) Oracle Self-Service HR
4 2 (1.12%) SAS
5 1 (0.56%) Apache
5 1 (0.56%) ArcGIS
5 1 (0.56%) Oracle Spatial
5 1 (0.56%) Oracle Workflow
5 1 (0.56%) SharePoint
5 1 (0.56%) WebLogic
Applications
1 25 (13.97%) MS Excel
2 8 (4.47%) MS Office
3 5 (2.79%) MS Visio
4 3 (1.68%) MS Project
5 2 (1.12%) Spreadsheet
6 1 (0.56%) SPSS
Business Applications
1 14 (7.82%) Oracle EBS R12
2 11 (6.15%) Oracle ERP
3 9 (5.03%) Oracle EBS
4 4 (2.23%) Dynamics CRM
4 4 (2.23%) SAP Oil and Gas
5 3 (1.68%) Maximo
5 3 (1.68%) Oracle Payroll
5 3 (1.68%) Oracle Procure-to-Pay
6 2 (1.12%) Endur
6 2 (1.12%) Oracle iRecruitment
6 2 (1.12%) Oracle Payables
6 2 (1.12%) Oracle Retail
6 2 (1.12%) Salesforce.com CRM
6 2 (1.12%) SAP ERP
6 2 (1.12%) SAP FI
6 2 (1.12%) SAP HCM
7 1 (0.56%) Oracle Financials
7 1 (0.56%) SAP CRM
7 1 (0.56%) SAP PM
7 1 (0.56%) SAP SD
Cloud Services
1 5 (2.79%) Office 365
2 4 (2.23%) PaaS
3 3 (1.68%) Amazon AWS
3 3 (1.68%) SaaS
4 1 (0.56%) Force.com
4 1 (0.56%) Google Analytics
4 1 (0.56%) Slack
4 1 (0.56%) Trello
Communications & Networking
1 3 (1.68%) SNA
2 2 (1.12%) Internet
3 1 (0.56%) BGP
Database & Business Intelligence
1 30 (16.76%) SQL Server
1 30 (16.76%) SQL Server Integration Services
2 28 (15.64%) Data Warehouse
3 13 (7.26%) Big Data
3 13 (7.26%) SQL Server Reporting Services
4 12 (6.70%) Relational Database
5 10 (5.59%) Hadoop
5 10 (5.59%) QlikView
5 10 (5.59%) SQL Server Analysis Services
6 9 (5.03%) Oracle Reports
7 8 (4.47%) Power BI
7 8 (4.47%) SQL Server 2012
8 7 (3.91%) Enterprise Data Warehouse
9 5 (2.79%) Data Mining
9 5 (2.79%) SQL Server 2016
10 4 (2.23%) Oracle BI EE
10 4 (2.23%) Oracle Database
10 4 (2.23%) Oracle Database 11g
10 4 (2.23%) Qlik Sense
11 3 (1.68%) SQL Server 2008
Development Applications
1 7 (3.91%) Team Foundation Server
1 7 (3.91%) Visual Studio
2 5 (2.79%) ERwin
2 5 (2.79%) JIRA
3 2 (1.12%) Talend Open Studio
4 1 (0.56%) Git (software)
4 1 (0.56%) Jenkins
4 1 (0.56%) Sonatype Nexus
4 1 (0.56%) SQL Server Management Studio (SSMS)
General
1 52 (29.05%) Finance
2 15 (8.38%) Retail
3 13 (7.26%) Banking
4 9 (5.03%) Legal
5 8 (4.47%) Marketing
6 4 (2.23%) Billing
7 3 (1.68%) Investment Banking
8 2 (1.12%) Back Office
8 2 (1.12%) General Ledger
8 2 (1.12%) Law
8 2 (1.12%) Pharmaceutical
8 2 (1.12%) Publishing
9 1 (0.56%) Advertising
9 1 (0.56%) Spanish Language
Job Titles
1 52 (29.05%) Analyst
2 41 (22.91%) Data Analyst
3 36 (20.11%) Developer
4 13 (7.26%) Data Manager
5 12 (6.70%) Architect
5 12 (6.70%) Consultant
5 12 (6.70%) Data Cleansing Analyst
6 11 (6.15%) SQL Developer
7 10 (5.59%) Project Manager
8 9 (5.03%) Data Warehouse Developer
8 9 (5.03%) SSIS Developer
9 8 (4.47%) Administrator
9 8 (4.47%) Business Analyst
9 8 (4.47%) Technical Architect
10 7 (3.91%) Business Intelligence Developer
10 7 (3.91%) Data Migration Analyst
10 7 (3.91%) Data Migration Developer
10 7 (3.91%) Data Migration Lead
10 7 (3.91%) Migration Analyst
10 7 (3.91%) Migration Manager
Libraries, Frameworks & Software Standards
1 11 (6.15%) Oracle Fusion
2 6 (3.35%) .NET
2 6 (3.35%) SAML
3 5 (2.79%) D3.js
3 5 (2.79%) HTML
4 4 (2.23%) AngularJS
4 4 (2.23%) HTML5
5 3 (1.68%) GraphX
5 3 (1.68%) Kafka
5 3 (1.68%) REST
5 3 (1.68%) SOAP
5 3 (1.68%) XML
6 2 (1.12%) ASP.NET
7 1 (0.56%) CSS
7 1 (0.56%) JSP
7 1 (0.56%) Servlets
7 1 (0.56%) XML Schema
7 1 (0.56%) XSD
7 1 (0.56%) XSL
7 1 (0.56%) XSLT
Miscellaneous
1 20 (11.17%) Analytical Skills
2 19 (10.61%) Management Information System
3 15 (8.38%) Reference Data
4 12 (6.70%) Data Structures
5 11 (6.15%) Computer Science
6 7 (3.91%) NHS
7 3 (1.68%) Algorithms
7 3 (1.68%) Enterprise Software
7 3 (1.68%) PMI
7 3 (1.68%) Replication
7 3 (1.68%) User Experience
8 2 (1.12%) Credit Risk
8 2 (1.12%) Fixed Income
8 2 (1.12%) Hedge funds
8 2 (1.12%) Virtual Team
9 1 (0.56%) SWIFT
Operating Systems
1 5 (2.79%) Windows
2 4 (2.23%) Unix
2 4 (2.23%) Windows 10
3 1 (0.56%) Linux
Processes & Methodologies
1 64 (35.75%) Migration
2 60 (33.52%) ETL
3 59 (32.96%) Data Migration
4 41 (22.91%) Data Modelling
5 40 (22.35%) Data Analysis
6 39 (21.79%) ERP
7 36 (20.11%) Business Intelligence
8 28 (15.64%) Agile Software Development
9 23 (12.85%) Stakeholder Management
10 21 (11.73%) Data Management
11 17 (9.50%) Project Management
12 16 (8.94%) Data Transformation
13 15 (8.38%) Data Governance
14 13 (7.26%) Data Extraction
15 12 (6.70%) Analytics
15 12 (6.70%) CRM
15 12 (6.70%) Data Entry
15 12 (6.70%) Data Mapping
15 12 (6.70%) Statistics
16 11 (6.15%) Scrum
Programming Languages
1 68 (37.99%) SQL
2 13 (7.26%) T-SQL
3 6 (3.35%) PL/SQL
4 5 (2.79%) Data Analysis Expressions (DAX)
4 5 (2.79%) Scala
5 4 (2.23%) Python
6 3 (1.68%) C
6 3 (1.68%) Java
6 3 (1.68%) JavaScript
6 3 (1.68%) R
7 2 (1.12%) C#
7 2 (1.12%) MATLAB
7 2 (1.12%) VBA
8 1 (0.56%) C++
8 1 (0.56%) Perl
8 1 (0.56%) Ruby
8 1 (0.56%) Shell Script
8 1 (0.56%) VB
8 1 (0.56%) VB.NET
8 1 (0.56%) VBScript
Qualifications
1 22 (12.29%) Degree
2 7 (3.91%) SC Cleared
2 7 (3.91%) Security Cleared
3 4 (2.23%) APMP
4 3 (1.68%) PMI Certification
4 3 (1.68%) PMP
5 2 (1.12%) BC Cleared
6 1 (0.56%) CCNP
6 1 (0.56%) Cisco Certification
6 1 (0.56%) ISEB
6 1 (0.56%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 54 (30.17%) Data Quality
2 20 (11.17%) QA
3 6 (3.35%) PMO
4 3 (1.68%) P3O
5 2 (1.12%) GxP
6 1 (0.56%) FATCA
6 1 (0.56%) Solvency II
System Software
1 1 (0.56%) Active Directory
1 1 (0.56%) Firmware
1 1 (0.56%) IAG
Systems Management
1 1 (0.56%) Forefront Identity Manager
Vendors
1 40 (22.35%) Oracle
2 26 (14.53%) SAP
3 19 (10.61%) Microsoft
4 9 (5.03%) Salesforce.com
5 7 (3.91%) IBM
6 4 (2.23%) Remedy
7 3 (1.68%) IFS
7 3 (1.68%) Tableau
8 2 (1.12%) Ariba
8 2 (1.12%) Bloomberg
8 2 (1.12%) Concur
8 2 (1.12%) CyberArk
8 2 (1.12%) Dell
8 2 (1.12%) Informatica
8 2 (1.12%) Talend
8 2 (1.12%) Teradata
9 1 (0.56%) Cramer
9 1 (0.56%) Fujitsu
9 1 (0.56%) Google
9 1 (0.56%) Murex
London
Nicoll Curtin
Rate: £550 - £650 per hour
Posted: 4 days ago
City, London
Venturi
Posted: 4 days ago