The following table provides summary statistics for contract job vacancies with a requirement for Data Reconciliation skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Reconciliation over the 3 months to 27 June 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.

Data Reconciliation
UK
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 562 627 588
Rank change year-on-year +65 -39  
Contract jobs citing Data Reconciliation 48 27 54
As % of all contract IT jobs advertised in the UK 0.10% 0.050% 0.098%
As % of the Processes & Methodologies category 0.12% 0.060% 0.12%
Number of daily rates quoted 25 17 34
Median daily rate £475 £400 £424
Median daily rate % change year-on-year +18.75% -5.60%  
90% offered a daily rate of more than £375 £315 £280
10% offered a daily rate of more than £550 £505 £488
UK excluding London median daily rate £430 £375 £424
% change year-on-year +14.66% -11.50%  
Number of hourly rates quoted 1 0 2
Median hourly rate £15.50 - £17.00
UK excluding London median hourly rate £15.50 - £17.00

Data Reconciliation 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 with a requirement for process and methodology skills.

Contract Process & Methodology Skills
UK
Contract job vacancies with a requirement for process and methodology skills 39792 44999 44543
As % of all contract IT job vacancies advertised in the UK 84.45% 83.35% 80.76%
Number of daily rates quoted 25913 29844 28605
Median daily rate £450 £438 £413
Median daily rate % change year-on-year +2.85% +6.06%  
90% offered a daily rate of more than £313 £300 £285
10% offered a daily rate of more than £600 £600 £575
UK excluding London median daily rate £415 £400 £385
% change year-on-year +3.75% +3.89%  
Number of hourly rates quoted 1055 1094 1232
Median hourly rate £32.50 £28.00 £27.50
Median hourly rate % change year-on-year +16.07% +1.81%  
90% offered a hourly rate of more than £13.00 £12.58 £12.35
10% offered a hourly rate of more than £54.00 £48.00 £50.00
UK excluding London median hourly rate £34.00 £28.50 £30.00
% change year-on-year +19.29% -5.00%  

Data Reconciliation
Job Vacancy Trend

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

Job vacancy trend for Data Reconciliation in the UK

Data Reconciliation
Contractor Daily Rate Trend

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

Contractor daily rate trend for Data Reconciliation in the UK

Data Reconciliation
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing Data Reconciliation over the 3 months to 27 June 2017.

Contractor daily rate histogram for Data Reconciliation in the UK

Data Reconciliation
Contractor Hourly Rate Trend

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

Contractor hourly rate trend for Data Reconciliation in the UK

Data Reconciliation
Top 19 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Reconciliation within the UK over the 3 months to 27 June 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
England +42 46 £475 +18.75% 7
London +22 34 £475 +18.75% 2
City of London +2 7 £525 +55.55% 1
West Midlands +20 3 £410 +43.85% 1
South East +12 3 £475 +26.66% 2
Yorkshire - 3 - - 1
Leeds - 3 - - 1
West Yorkshire - 3 - - 1
Berkshire +23 2 £475 +35.71%
Reading +19 2 £475 +35.71%
Warwick - 2 £376 -
Northamptonshire - 2 £450 -
East Midlands - 2 £450 -
Warwickshire - 2 £376 -
North West +20 1 £375 -
Birmingham - 1 £500 - 1
Cheshire - 1 £375 -
Westminster - 1 - -
Macclesfield - 1 £375 -

For the 6 months to 27 June 2017, IT contractor jobs citing Data Reconciliation also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads with a requirement for Data Reconciliation.

1 40 (48.78%) Migration
2 33 (40.24%) SQL
2 33 (40.24%) Finance
3 31 (37.80%) Data Migration
4 23 (28.05%) Oracle
5 15 (18.29%) Validation
5 15 (18.29%) Data Management
5 15 (18.29%) Java
6 14 (17.07%) Mainframe
6 14 (17.07%) Data Analysis
6 14 (17.07%) Prototyping
7 13 (15.85%) Data Cleansing
7 13 (15.85%) Banking
7 13 (15.85%) Adabas
7 13 (15.85%) ETL
7 13 (15.85%) IBM
7 13 (15.85%) Software AG
7 13 (15.85%) Microsoft Excel
8 12 (14.63%) SAP
8 12 (14.63%) Data Architecture
9 11 (13.41%) Oracle EBS R12
9 11 (13.41%) Replication
10 10 (12.20%) Oracle EBS
10 10 (12.20%) Business Intelligence
10 10 (12.20%) Data Mapping
10 10 (12.20%) Security Cleared
11 9 (10.98%) SC Cleared
12 8 (9.76%) Investment Banking
12 8 (9.76%) Data Modelling
12 8 (9.76%) T-SQL

Data Reconciliation
Co-occurring IT Skills 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 3 (3.66%) Oracle Workflow
1 3 (3.66%) SharePoint
Applications
1 13 (15.85%) Microsoft Excel
2 4 (4.88%) Microsoft PowerPoint
3 3 (3.66%) Microsoft Office
4 2 (2.44%) MS Visio
Business Applications
1 11 (13.41%) Oracle EBS R12
2 10 (12.20%) Oracle EBS
3 3 (3.66%) Oracle Financials
4 2 (2.44%) iTrent
4 2 (2.44%) Oracle Assets
4 2 (2.44%) Oracle ERP
4 2 (2.44%) Oracle Payables
4 2 (2.44%) SAP HR
5 1 (1.22%) Investran
5 1 (1.22%) Oracle Cash Management
5 1 (1.22%) Oracle General Ledger
5 1 (1.22%) Oracle iProcurement
5 1 (1.22%) Oracle Payroll
5 1 (1.22%) Oracle Receivables
5 1 (1.22%) PeopleSoft HCM
5 1 (1.22%) SAP BPC
5 1 (1.22%) SAP CO
5 1 (1.22%) SAP FI/CO
5 1 (1.22%) SAP Oil and Gas
5 1 (1.22%) SAP S/4HANA
Cloud Services
1 4 (4.88%) SuccessFactors
2 1 (1.22%) Slack
2 1 (1.22%) Trello
Communications & Networking
1 2 (2.44%) SSH
2 1 (1.22%) SMS
Database & Business Intelligence
1 13 (15.85%) Adabas
2 8 (9.76%) SQL Server
3 6 (7.32%) SQL Server Integration Services
4 5 (6.10%) BusinessObjects
5 4 (4.88%) Relational Database
6 3 (3.66%) Big Data
6 3 (3.66%) BusinessObjects XI
6 3 (3.66%) Crystal Reports
6 3 (3.66%) Data Warehouse
6 3 (3.66%) RDBMS
6 3 (3.66%) SQL Server Reporting Services
6 3 (3.66%) SSDT
7 1 (1.22%) Data Mining
7 1 (1.22%) DTS
7 1 (1.22%) Geospatial Data
7 1 (1.22%) Oracle Database
7 1 (1.22%) Oracle Reports
7 1 (1.22%) QlikView
7 1 (1.22%) SAP HANA
7 1 (1.22%) SQL Server 2014
Development Applications
1 5 (6.10%) JIRA
2 3 (3.66%) LSMW
2 3 (3.66%) SQL Server Management Studio (SSMS)
2 3 (3.66%) Visual Studio
3 1 (1.22%) Cucumber
3 1 (1.22%) Eclipse
3 1 (1.22%) FitNesse
3 1 (1.22%) JUnit
3 1 (1.22%) Selenium
3 1 (1.22%) SoapUI
3 1 (1.22%) Talend Open Studio
3 1 (1.22%) TestNG
General
1 33 (40.24%) Finance
2 13 (15.85%) Banking
3 8 (9.76%) Investment Banking
4 3 (3.66%) Back Office
4 3 (3.66%) Japanese Language
4 3 (3.66%) Legal
5 2 (2.44%) Financial Institution
5 2 (2.44%) General Ledger
5 2 (2.44%) Law
5 2 (2.44%) Private Banking
5 2 (2.44%) Retail
6 1 (1.22%) Electronics
6 1 (1.22%) Front Office
6 1 (1.22%) Manufacturing
6 1 (1.22%) Marketing
6 1 (1.22%) Publishing
6 1 (1.22%) Retail Banking
6 1 (1.22%) Telecoms
Job Titles
1 34 (41.46%) Analyst
2 21 (25.61%) Data Analyst
3 14 (17.07%) Designer
4 9 (10.98%) Business Analyst
4 9 (10.98%) Solutions Designer
5 7 (8.54%) Architect
6 6 (7.32%) Consultant
6 6 (7.32%) Developer
6 6 (7.32%) Financial Analyst
6 6 (7.32%) Oracle Analyst
7 4 (4.88%) Data Business Analyst
7 4 (4.88%) Data Migration Lead
7 4 (4.88%) SQL Analyst
7 4 (4.88%) Technical Architect
8 3 (3.66%) Business Developer
8 3 (3.66%) Data Architect
8 3 (3.66%) Data Migration Analyst
8 3 (3.66%) Excel Analyst
8 3 (3.66%) Migration Analyst
8 3 (3.66%) Senior Developer
Libraries, Frameworks & Software Standards
1 2 (2.44%) Web Services
2 1 (1.22%) BAPI
2 1 (1.22%) IDoc
2 1 (1.22%) JMS
2 1 (1.22%) Oracle Fusion
2 1 (1.22%) SAP ALE
2 1 (1.22%) XML
Miscellaneous
1 14 (17.07%) Mainframe
2 11 (13.41%) Replication
3 7 (8.54%) Management Information System
4 6 (7.32%) Analytical Skills
5 4 (4.88%) Credit Risk
6 3 (3.66%) Data Structures
7 2 (2.44%) Reference Data
7 2 (2.44%) Virtual Team
8 1 (1.22%) Mobile Banking
Operating Systems
1 4 (4.88%) Windows
2 2 (2.44%) Linux
3 1 (1.22%) Unix
3 1 (1.22%) Windows Server
3 1 (1.22%) Windows Server 2012
Processes & Methodologies
1 40 (48.78%) Migration
2 31 (37.80%) Data Migration
3 15 (18.29%) Data Management
3 15 (18.29%) Validation
4 14 (17.07%) Data Analysis
4 14 (17.07%) Prototyping
5 13 (15.85%) Data Cleansing
5 13 (15.85%) ETL
6 12 (14.63%) Data Architecture
7 10 (12.20%) Business Intelligence
7 10 (12.20%) Data Mapping
8 8 (9.76%) Data Modelling
8 8 (9.76%) High Availability
9 7 (8.54%) Data Transformation
9 7 (8.54%) Data Validation
9 7 (8.54%) Test Scripting
9 7 (8.54%) User Acceptance Testing
10 6 (7.32%) Application Performance Monitoring
10 6 (7.32%) Open Source
10 6 (7.32%) Performance Monitoring
Programming Languages
1 33 (40.24%) SQL
2 15 (18.29%) Java
3 8 (9.76%) T-SQL
4 3 (3.66%) ABAP
4 3 (3.66%) PowerShell
4 3 (3.66%) VBA
5 2 (2.44%) Bash Shell
5 2 (2.44%) Perl
5 2 (2.44%) PL/SQL
5 2 (2.44%) Python
6 1 (1.22%) C#
6 1 (1.22%) JavaScript
6 1 (1.22%) sed
6 1 (1.22%) Shell Script
Qualifications
1 10 (12.20%) Security Cleared
2 9 (10.98%) SC Cleared
3 5 (6.10%) Degree
4 2 (2.44%) ACCA
4 2 (2.44%) CIMA
4 2 (2.44%) PMI Certification
4 2 (2.44%) PMP
5 1 (1.22%) AAT
5 1 (1.22%) Numerate Degree
Quality Assurance & Compliance
1 6 (7.32%) Data Quality
2 4 (4.88%) QA
3 3 (3.66%) EMIR
3 3 (3.66%) MiFID
4 1 (1.22%) IFRS
4 1 (1.22%) IFRS 9
System Software
1 2 (2.44%) Firmware
1 2 (2.44%) NFS
Systems Management
1 3 (3.66%) HP Quality Center
2 2 (2.44%) ITRS Geneos
Vendors
1 23 (28.05%) Oracle
2 13 (15.85%) IBM
2 13 (15.85%) Software AG
3 12 (14.63%) SAP
4 4 (4.88%) Informatica
5 3 (3.66%) HP
6 2 (2.44%) Dell
6 2 (2.44%) FNZ
6 2 (2.44%) Microsoft
6 2 (2.44%) ServiceNow
7 1 (1.22%) Cognos
7 1 (1.22%) Netezza
7 1 (1.22%) Nimble Storage
7 1 (1.22%) PeopleSoft
7 1 (1.22%) Salesforce.com
7 1 (1.22%) Talend
7 1 (1.22%) Workday
7 1 (1.22%) Zuora
City, London
ARC IT Recruitment Ltd
Rate: £350 - £375 per day
Posted: 4 days ago
Newcastle Upon Tyne, Tyne and Wear
Elevate Direct
Rate: From £400 to £450 per day
Posted: 6 days ago