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 24 January 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
24 Jan 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
England / London
Rank 325 328 274
Rank change year-on-year
+3 -54
Contract jobs citing Data Cleansing 83 84 127
As % of all contract IT jobs located in London 0.43% 0.41% 0.61%
As % of the Processes & Methodologies category 0.51% 0.48% 0.75%
Number of daily rates quoted 54 56 80
Median daily rate £444 £450 £435
Median daily rate % change year-on-year
-1.38% +3.44%
90% offered a daily rate of more than £150 £298 £250
10% offered a daily rate of more than £593 £644 £550
UK excluding London median daily rate £413 £400 £363
% change year-on-year
+3.12% +10.34%
Number of hourly rates quoted 2 3 2
Median hourly rate £19.12 £16.00 £60.50
Median hourly rate % change year-on-year
+19.50% -73.55%
90% offered a hourly rate of more than £18.32 £16.00 £24.90
10% offered a hourly rate of more than £19.92 £18.40 £96.10
UK excluding London median hourly rate - £10.00 £22.25
% change year-on-year
- -55.05%

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
16430 17382 16863
As % of all contract IT jobs located in London 84.45% 84.20% 81.37%
Number of daily rates quoted 11872 12353 12152
Median daily rate £488 £475 £450
Median daily rate % change year-on-year
+2.63% +5.55%
90% offered a daily rate of more than £350 £325 £313
10% offered a daily rate of more than £625 £625 £600
UK excluding London median daily rate £405 £400 £390
% change year-on-year
+1.25% +2.56%
Number of hourly rates quoted 157 211 188
Median hourly rate £32.25 £24.23 £21.00
Median hourly rate % change year-on-year
+33.09% +15.38%
90% offered a hourly rate of more than £14.65 £12.50 £12.50
10% offered a hourly rate of more than £65.50 £50.99 £52.50
UK excluding London median hourly rate £35.00 £40.00 £26.00
% change year-on-year
-12.50% +53.84%

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 24 January 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 24 January 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 +6 18 £425 +23.63% 4
Uxbridge - 1 - -
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in London

For the 6 months to 24 January 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 70 (42.94%) SQL
2 63 (38.65%) Migration
3 58 (35.58%) ETL
3 58 (35.58%) Data Migration
4 50 (30.67%) Data Quality
5 44 (26.99%) Data Analysis
6 42 (25.77%) Finance
7 40 (24.54%) Data Modelling
8 34 (20.86%) Oracle
9 29 (17.79%) SQL Server
9 29 (17.79%) SAP
9 29 (17.79%) ERP
9 29 (17.79%) MS Excel
10 24 (14.72%) Data Warehouse
10 24 (14.72%) Business Intelligence
11 23 (14.11%) Agile Software Development
11 23 (14.11%) SQL Server Integration Services
12 22 (13.50%) Data Management
13 21 (12.88%) Management Information System
14 18 (11.04%) QA
15 17 (10.43%) Stakeholder Management
15 17 (10.43%) Project Management
15 17 (10.43%) T-SQL
16 16 (9.82%) Microsoft
17 15 (9.20%) Retail
17 15 (9.20%) Statistics
17 15 (9.20%) Big Data
17 15 (9.20%) Relational Database
18 13 (7.98%) Analytics
18 13 (7.98%) Data Governance

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 12 (7.36%) Apache Spark
2 6 (3.68%) Elasticsearch
3 3 (1.84%) Confluence
3 3 (1.84%) SAS
3 3 (1.84%) SharePoint
4 1 (0.61%) Apache
4 1 (0.61%) Oracle Workflow
4 1 (0.61%) WebLogic
Applications
1 29 (17.79%) MS Excel
2 6 (3.68%) Spreadsheet
3 4 (2.45%) MS Office
3 4 (2.45%) MS PowerPoint
3 4 (2.45%) MS Project
4 3 (1.84%) MS Visio
5 1 (0.61%) SPSS
Business Applications
1 9 (5.52%) Oracle EBS R12
1 9 (5.52%) Oracle ERP
2 5 (3.07%) Dynamics CRM
2 5 (3.07%) SAP Oil and Gas
3 4 (2.45%) Oracle EBS
4 3 (1.84%) Maximo
4 3 (1.84%) Oracle Procure-to-Pay
4 3 (1.84%) SAP CRM
5 2 (1.23%) Oracle Financials
5 2 (1.23%) Oracle Payables
5 2 (1.23%) Oracle Retail
5 2 (1.23%) SAP FI
5 2 (1.23%) SAP PM
6 1 (0.61%) Dynamics GP
6 1 (0.61%) Endur
6 1 (0.61%) SAP ERP
6 1 (0.61%) SAP FI/CO
6 1 (0.61%) SAP HCM
6 1 (0.61%) SAP MM
6 1 (0.61%) SAP SD
Cloud Services
1 2 (1.23%) Amazon AWS
1 2 (1.23%) Office 365
2 1 (0.61%) Google Analytics
2 1 (0.61%) SuccessFactors
Communications & Networking
1 4 (2.45%) Internet
2 3 (1.84%) SNA
3 2 (1.23%) Intranet
4 1 (0.61%) BGP
4 1 (0.61%) Wireless
Database & Business Intelligence
1 29 (17.79%) SQL Server
2 24 (14.72%) Data Warehouse
3 23 (14.11%) SQL Server Integration Services
4 15 (9.20%) Big Data
4 15 (9.20%) Relational Database
5 12 (7.36%) Hadoop
6 11 (6.75%) SQL Server Analysis Services
7 10 (6.13%) SQL Server Reporting Services
8 8 (4.91%) SQL Server 2012
9 7 (4.29%) Oracle Reports
10 6 (3.68%) Power BI
11 5 (3.07%) SQL Server 2016
12 4 (2.45%) MS Access
13 3 (1.84%) Apache Cassandra
13 3 (1.84%) Apache Hive
13 3 (1.84%) BusinessObjects
13 3 (1.84%) Impala
13 3 (1.84%) Pentaho
13 3 (1.84%) SQL Server 2008
14 2 (1.23%) OLAP Cube
Development Applications
1 11 (6.75%) JIRA
2 10 (6.13%) ERwin
3 5 (3.07%) Talend Open Studio
4 4 (2.45%) Team Foundation Server
5 3 (1.84%) Visual Studio
6 1 (0.61%) Git (software)
6 1 (0.61%) Jenkins
6 1 (0.61%) QAComplete
6 1 (0.61%) Sonatype Nexus
6 1 (0.61%) SQL Server Management Studio (SSMS)
6 1 (0.61%) TestComplete
6 1 (0.61%) VersionOne
General
1 42 (25.77%) Finance
2 15 (9.20%) Retail
3 9 (5.52%) Banking
3 9 (5.52%) Legal
4 5 (3.07%) Law
5 4 (2.45%) Billing
6 3 (1.84%) Front Office
6 3 (1.84%) General Ledger
6 3 (1.84%) Marketing
7 2 (1.23%) Back Office
7 2 (1.23%) Investment Banking
8 1 (0.61%) Advertising
8 1 (0.61%) Corporate Banking
Job Titles
1 49 (30.06%) Analyst
2 38 (23.31%) Data Analyst
3 22 (13.50%) Developer
4 16 (9.82%) Architect
4 16 (9.82%) Data Manager
5 14 (8.59%) Consultant
6 11 (6.75%) Data Migration Lead
7 10 (6.13%) SQL Analyst
8 9 (5.52%) Data Architect
8 9 (5.52%) Data Cleansing Analyst
8 9 (5.52%) Migration Manager
8 9 (5.52%) Project Manager
8 9 (5.52%) Senior Analyst
8 9 (5.52%) Senior Data Analyst
8 9 (5.52%) SQL Developer
9 8 (4.91%) Business Intelligence Developer
9 8 (4.91%) Data Consultant
9 8 (4.91%) Data Migration Analyst
9 8 (4.91%) Migration Analyst
9 8 (4.91%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 7 (4.29%) .NET
2 6 (3.68%) Kafka
3 5 (3.07%) AngularJS
3 5 (3.07%) HTML
3 5 (3.07%) XML
4 4 (2.45%) D3.js
5 3 (1.84%) Akka
5 3 (1.84%) GraphX
5 3 (1.84%) HTML5
5 3 (1.84%) Oracle Fusion
5 3 (1.84%) SAML
6 2 (1.23%) ASP.NET
6 2 (1.23%) Node.js
6 2 (1.23%) Play Framework
6 2 (1.23%) REST
6 2 (1.23%) SOAP
7 1 (0.61%) Web Services
7 1 (0.61%) XSD
7 1 (0.61%) XSL
7 1 (0.61%) XSLT
Miscellaneous
1 21 (12.88%) Management Information System
2 15 (9.20%) Statistics
3 12 (7.36%) Analytical Skills
4 11 (6.75%) Reference Data
5 9 (5.52%) Data Extraction
6 8 (4.91%) Data Conversion
7 7 (4.29%) Data Structures
7 7 (4.29%) NHS
8 5 (3.07%) Data Integration
9 4 (2.45%) Computer Science
10 3 (1.84%) Enterprise Software
10 3 (1.84%) PMI
10 3 (1.84%) User Experience
11 2 (1.23%) Algorithms
11 2 (1.23%) Credit Risk
11 2 (1.23%) Data Protection Act
11 2 (1.23%) Virtual Team
11 2 (1.23%) Visualisation
12 1 (0.61%) Market Risk
12 1 (0.61%) Mathematics
Operating Systems
1 3 (1.84%) Unix
2 1 (0.61%) Linux
2 1 (0.61%) Windows
Processes & Methodologies
1 63 (38.65%) Migration
2 58 (35.58%) Data Migration
2 58 (35.58%) ETL
3 44 (26.99%) Data Analysis
4 40 (24.54%) Data Modelling
5 29 (17.79%) ERP
6 24 (14.72%) Business Intelligence
7 23 (14.11%) Agile Software Development
8 22 (13.50%) Data Management
9 17 (10.43%) Project Management
9 17 (10.43%) Stakeholder Management
10 13 (7.98%) Analytics
10 13 (7.98%) Data Governance
11 11 (6.75%) Data Entry
12 10 (6.13%) Open Source
12 10 (6.13%) Validation
13 9 (5.52%) CRM
13 9 (5.52%) Scrum
14 8 (4.91%) Machine Learning
14 8 (4.91%) Service Delivery
Programming Languages
1 70 (42.94%) SQL
2 17 (10.43%) T-SQL
3 7 (4.29%) Scala
4 5 (3.07%) Data Analysis Expressions (DAX)
4 5 (3.07%) VBA
5 4 (2.45%) PL/SQL
5 4 (2.45%) Shell Script
6 3 (1.84%) C
6 3 (1.84%) Python
7 2 (1.23%) JavaScript
8 1 (0.61%) C#
8 1 (0.61%) R
8 1 (0.61%) VB
8 1 (0.61%) VB.NET
8 1 (0.61%) VBScript
Qualifications
1 11 (6.75%) Degree
2 4 (2.45%) APMP
2 4 (2.45%) PMP
3 3 (1.84%) PMI Certification
3 3 (1.84%) Security Cleared
4 2 (1.23%) BPSS Clearance
4 2 (1.23%) DBS Check
4 2 (1.23%) SC Cleared
5 1 (0.61%) CCNP
5 1 (0.61%) Cisco Certification
5 1 (0.61%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 50 (30.67%) Data Quality
2 18 (11.04%) QA
3 3 (1.84%) P3O
4 1 (0.61%) Disclosure Scotland
4 1 (0.61%) SLA
4 1 (0.61%) Solvency II
System Software
1 1 (0.61%) Active Directory
1 1 (0.61%) Firmware
Systems Management
1 2 (1.23%) SCOM
2 1 (0.61%) HP Quality Center
Vendors
1 34 (20.86%) Oracle
2 29 (17.79%) SAP
3 16 (9.82%) Microsoft
4 8 (4.91%) Informatica
5 5 (3.07%) IBM
5 5 (3.07%) Tableau
5 5 (3.07%) Talend
6 4 (2.45%) Salesforce.com
7 3 (1.84%) IFS
8 2 (1.23%) Alteryx
8 2 (1.23%) Bloomberg
8 2 (1.23%) Cognos
8 2 (1.23%) Teradata
8 2 (1.23%) Yardi
9 1 (0.61%) Cisco
9 1 (0.61%) Dell
9 1 (0.61%) HP
9 1 (0.61%) Juniper
9 1 (0.61%) MicroStrategy
9 1 (0.61%) Pegasus
London
Parallel Consulting
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