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 25 September 2016 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
25 Sep 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 367 368 348
Rank change year-on-year
+1 -20
Contract jobs citing Data Cleansing 68 69 95
As % of all contract IT jobs located in London 0.30% 0.30% 0.39%
As % of the Processes & Methodologies category 0.35% 0.36% 0.48%
Number of daily rates quoted 47 50 63
Median daily rate £450 £400 £450
Median daily rate % change year-on-year
+12.50% -11.11%
90% offered a daily rate of more than £280 £298 £315
10% offered a daily rate of more than £616 £478 £600
UK excluding London median daily rate £400 £338 £325
% change year-on-year
+18.51% +3.84%
Number of hourly rates quoted 5 0 0
Median hourly rate £20.00 - -
UK excluding London median hourly rate £20.50 £15.00 £17.50
% change year-on-year
+36.66% -14.28%
Data Cleansing
England

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
19475 19430 19928
As % of all contract IT jobs located in London 86.07% 83.19% 81.23%
Number of daily rates quoted 13944 13956 14107
Median daily rate £475 £450 £450
Median daily rate % change year-on-year
+5.55% -
90% offered a daily rate of more than £325 £313 £300
10% offered a daily rate of more than £618 £625 £600
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 194 220 248
Median hourly rate £24.44 £22.00 £21.75
Median hourly rate % change year-on-year
+11.09% +1.14%
90% offered a hourly rate of more than £12.50 £13.17 £13.46
10% offered a hourly rate of more than £54.28 £52.00 £53.50
UK excluding London median hourly rate £32.50 £33.64 £26.25
% change year-on-year
-3.38% +28.15%

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 25 September 2016.

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
Hourly Rate Histogram in London

This chart provides a histogram of hourly rates quoted in contract IT jobs citing Data Cleansing across the London region over the 3 months to 25 September 2016.

Data Cleansing Hourly Rate Histogram 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 25 September 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
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 +13 12 £400 -1.53% 3
Croydon - 4 £544 -
Brentford - 1 - -
Southall - 1 £400 -
Docklands, London - 1 £650 -
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in London

For the 6 months to 25 September 2016, 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 61 (45.86%) Migration
2 59 (44.36%) Data Quality
3 57 (42.86%) SQL
4 51 (38.35%) Data Migration
5 39 (29.32%) Data Modelling
6 32 (24.06%) Data Analysis
7 31 (23.31%) ETL
8 30 (22.56%) Data Management
9 26 (19.55%) Finance
10 20 (15.04%) Informatica
10 20 (15.04%) MS Excel
10 20 (15.04%) Data Governance
11 19 (14.29%) Business Intelligence
12 18 (13.53%) Data Warehouse
12 18 (13.53%) Data Architecture
13 17 (12.78%) Microsoft
13 17 (12.78%) SAP
13 17 (12.78%) Oracle
14 16 (12.03%) SQL Server
14 16 (12.03%) Validation
15 15 (11.28%) Analytics
15 15 (11.28%) Master Data Management
15 15 (11.28%) Data Transformation
15 15 (11.28%) Management Information System
15 15 (11.28%) Data Mapping
16 14 (10.53%) Data Conversion
16 14 (10.53%) Analytical Skills
17 13 (9.77%) Relational Database
18 12 (9.02%) CRM
18 12 (9.02%) Data Structures

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 5 (3.76%) Apache Spark
1 5 (3.76%) SAS
2 4 (3.01%) SharePoint
3 2 (1.50%) Elasticsearch
4 1 (0.75%) Confluence
4 1 (0.75%) Tomcat
Applications
1 20 (15.04%) MS Excel
2 9 (6.77%) Spreadsheet
3 7 (5.26%) MS Office
4 6 (4.51%) MS Visio
5 5 (3.76%) MS PowerPoint
5 5 (3.76%) MS Project
6 1 (0.75%) SPSS
Business Applications
1 5 (3.76%) Salesforce.com CRM
2 4 (3.01%) Oracle EBS
3 2 (1.50%) Cognos Business Intelligence
3 2 (1.50%) Dynamics CRM
3 2 (1.50%) Markit EDM
3 2 (1.50%) SAP CRM
3 2 (1.50%) SAP Oil and Gas
3 2 (1.50%) SAP PM
3 2 (1.50%) Summit
4 1 (0.75%) Dynamics GP
4 1 (0.75%) Dynamics NAV
4 1 (0.75%) Oracle Assets
4 1 (0.75%) Oracle Cash Management
4 1 (0.75%) Oracle Payables
4 1 (0.75%) Oracle Receivables
4 1 (0.75%) SAP CO
4 1 (0.75%) SAP FI
4 1 (0.75%) SAP FI/CO
4 1 (0.75%) SAP MM
4 1 (0.75%) Unit4 Business World
Cloud Services
1 3 (2.26%) Amazon AWS
1 3 (2.26%) Google Apps
2 2 (1.50%) SuccessFactors
3 1 (0.75%) Office 365
3 1 (0.75%) SaaS
Communications & Networking
1 3 (2.26%) Firewall
1 3 (2.26%) Intranet
2 2 (1.50%) Internet
3 1 (0.75%) Wireless
Database & Business Intelligence
1 18 (13.53%) Data Warehouse
2 16 (12.03%) SQL Server
3 13 (9.77%) Relational Database
4 9 (6.77%) Big Data
5 8 (6.02%) SQL Server Integration Services
5 8 (6.02%) SQL Server Reporting Services
6 7 (5.26%) SQL Server Analysis Services
7 6 (4.51%) MS Access
7 6 (4.51%) MySQL
8 5 (3.76%) Hadoop
8 5 (3.76%) PostgreSQL
8 5 (3.76%) SQL Server 2008
8 5 (3.76%) Star Schema
9 4 (3.01%) Apache Hive
9 4 (3.01%) BusinessObjects
9 4 (3.01%) DataStage
9 4 (3.01%) RDBMS
9 4 (3.01%) Snowflake Schema
9 4 (3.01%) SQL Server 2014
9 4 (3.01%) SQL Server 2016
Development Applications
1 10 (7.52%) JIRA
2 5 (3.76%) ERwin
2 5 (3.76%) Talend Open Studio
3 4 (3.01%) LSMW
4 3 (2.26%) Team Foundation Server
5 2 (1.50%) Visual Studio
6 1 (0.75%) QAComplete
6 1 (0.75%) SQL Server Management Studio (SSMS)
6 1 (0.75%) TestComplete
6 1 (0.75%) VersionOne
General
1 26 (19.55%) Finance
2 10 (7.52%) Law
3 9 (6.77%) Banking
3 9 (6.77%) Retail
4 7 (5.26%) Legal
5 6 (4.51%) Marketing
6 2 (1.50%) Financial Institution
6 2 (1.50%) Front Office
7 1 (0.75%) Advertising
7 1 (0.75%) Back Office
7 1 (0.75%) Billing
7 1 (0.75%) Corporate Banking
7 1 (0.75%) General Ledger
7 1 (0.75%) Investment Banking
7 1 (0.75%) Local Government
7 1 (0.75%) Pharmaceutical
7 1 (0.75%) Private Banking
7 1 (0.75%) Publishing
7 1 (0.75%) Retail Banking
7 1 (0.75%) Telecoms
Job Titles
1 52 (39.10%) Analyst
2 32 (24.06%) Data Analyst
3 21 (15.79%) Architect
4 18 (13.53%) Developer
5 16 (12.03%) Data Migration Lead
6 13 (9.77%) Business Analyst
7 10 (7.52%) Data Architect
7 10 (7.52%) SQL Analyst
8 8 (6.02%) Data Migration Analyst
8 8 (6.02%) Migration Analyst
8 8 (6.02%) Software Architect
9 7 (5.26%) SAP Data Migration Lead
9 7 (5.26%) SQL Data Analyst
10 6 (4.51%) Consultant
10 6 (4.51%) Data Manager
10 6 (4.51%) ETL Developer
10 6 (4.51%) SSRS Developer
11 5 (3.76%) Business Intelligence Developer
11 5 (3.76%) Database Analyst
11 5 (3.76%) Salesforce.com Analyst
Libraries, Frameworks & Software Standards
1 4 (3.01%) MDX
1 4 (3.01%) XML
2 2 (1.50%) .NET
2 2 (1.50%) Akka
2 2 (1.50%) HTML
2 2 (1.50%) Kafka
2 2 (1.50%) REST
2 2 (1.50%) SOAP
3 1 (0.75%) AngularJS
3 1 (0.75%) Middleware
3 1 (0.75%) Node.js
3 1 (0.75%) Play Framework
3 1 (0.75%) Web Services
Miscellaneous
1 15 (11.28%) Management Information System
2 14 (10.53%) Analytical Skills
2 14 (10.53%) Data Conversion
3 12 (9.02%) Data Structures
4 10 (7.52%) Data Integration
5 6 (4.51%) Statistics
6 4 (3.01%) Data Extraction
7 3 (2.26%) Data Protection Act
7 3 (2.26%) Visualisation
8 2 (1.50%) Client/Server
8 2 (1.50%) Credit Risk
8 2 (1.50%) e-Learning
8 2 (1.50%) Virtual Team
9 1 (0.75%) Computer Science
9 1 (0.75%) Equities
9 1 (0.75%) FMCG
9 1 (0.75%) Foreign Exchange (FX)
9 1 (0.75%) Market Risk
9 1 (0.75%) PACS
9 1 (0.75%) Reference Data
Operating Systems
1 5 (3.76%) Windows
2 4 (3.01%) Unix
Processes & Methodologies
1 61 (45.86%) Migration
2 51 (38.35%) Data Migration
3 39 (29.32%) Data Modelling
4 32 (24.06%) Data Analysis
5 31 (23.31%) ETL
6 30 (22.56%) Data Management
7 20 (15.04%) Data Governance
8 19 (14.29%) Business Intelligence
9 18 (13.53%) Data Architecture
10 16 (12.03%) Validation
11 15 (11.28%) Analytics
11 15 (11.28%) Data Mapping
11 15 (11.28%) Data Transformation
11 15 (11.28%) Master Data Management
12 12 (9.02%) CRM
13 11 (8.27%) Agile Software Development
13 11 (8.27%) ERP
14 10 (7.52%) User Acceptance Testing
15 9 (6.77%) Project Management
15 9 (6.77%) Quality Management
Programming Languages
1 57 (42.86%) SQL
2 11 (8.27%) T-SQL
3 8 (6.02%) PL/SQL
4 6 (4.51%) VBA
5 4 (3.01%) Python
6 3 (2.26%) ABAP
7 2 (1.50%) C
7 2 (1.50%) Java
7 2 (1.50%) JavaScript
7 2 (1.50%) Scala
7 2 (1.50%) Shell Script
7 2 (1.50%) VB
8 1 (0.75%) R
Qualifications
1 7 (5.26%) Degree
2 5 (3.76%) Security Cleared
3 4 (3.01%) BPSS Clearance
4 2 (1.50%) DBS Check
4 2 (1.50%) SC Cleared
5 1 (0.75%) CTC Cleared
5 1 (0.75%) PMP
Quality Assurance & Compliance
1 59 (44.36%) Data Quality
2 6 (4.51%) QA
3 2 (1.50%) Disclosure Scotland
3 2 (1.50%) EMIR
3 2 (1.50%) FATCA
3 2 (1.50%) Solvency II
4 1 (0.75%) SLA
System Software
1 3 (2.26%) Active Directory
1 3 (2.26%) Hyper-V
1 3 (2.26%) VMware Infrastructure
Systems Management
1 3 (2.26%) Control-M
2 2 (1.50%) SCOM
3 1 (0.75%) HP Quality Center
Vendors
1 20 (15.04%) Informatica
2 17 (12.78%) Microsoft
2 17 (12.78%) Oracle
2 17 (12.78%) SAP
3 9 (6.77%) Salesforce.com
4 6 (4.51%) Tableau
5 5 (3.76%) IBM
5 5 (3.76%) Talend
6 4 (3.01%) Cognos
6 4 (3.01%) Teradata
7 3 (2.26%) Google
7 3 (2.26%) VMware
8 2 (1.50%) Alteryx
8 2 (1.50%) Calypso
8 2 (1.50%) CODA
8 2 (1.50%) Yardi
9 1 (0.75%) HP
9 1 (0.75%) Infor
9 1 (0.75%) MicroStrategy
9 1 (0.75%) Reuters
London
Venturi
Rate: £300 - £380 per day + Remote Work
Posted: 2 days ago
East London
Eaglecliff
Rate: From £25,000 to £30,000 per annum
Posted: 6 days ago