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 25 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
25 Mar 2017
Same period 2016 Same period 2015
Data Reconciliation
UK
Rank 559 598 582
Rank change year-on-year +39 -16  
Contract jobs citing Data Reconciliation 34 46 42
As % of all contract IT jobs advertised in the UK 0.075% 0.086% 0.079%
As % of the Processes & Methodologies category 0.090% 0.10% 0.100%
Number of daily rates quoted 13 29 27
Median daily rate £425 £400 £450
Median daily rate % change year-on-year +6.25% -11.11%  
90% offered a daily rate of more than £338 £319 £306
10% offered a daily rate of more than £600 £462 £550
UK excluding London median daily rate £419 £338 £350
% change year-on-year +24.07% -3.57%  
Number of hourly rates quoted 0 0 1
Median hourly rate - - £24.00
UK excluding London median hourly rate - - £24.00

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 37646 44098 42190
As % of all contract IT job vacancies advertised in the UK 83.11% 82.88% 79.77%
Number of daily rates quoted 24821 28901 26121
Median daily rate £450 £425 £420
Median daily rate % change year-on-year +5.88% +1.19%  
90% offered a daily rate of more than £300 £300 £275
10% offered a daily rate of more than £600 £600 £575
UK excluding London median daily rate £410 £400 £400
% change year-on-year +2.50% +0.06%  
Number of hourly rates quoted 953 1111 1212
Median hourly rate £35.00 £37.50 £27.85
Median hourly rate % change year-on-year -6.66% +34.67%  
90% offered a hourly rate of more than £13.00 £13.00 £12.10
10% offered a hourly rate of more than £53.00 £55.00 £49.50
UK excluding London median hourly rate £36.00 £38.75 £30.00
% change year-on-year -7.09% +29.16%  

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 25 March 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 hourly rates quoted in IT contractor jobs citing Data Reconciliation.

Contractor hourly rate trend for Data Reconciliation in the UK

Data Reconciliation
Top 24 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 25 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
England +20 33 £425 +6.25% 5
London +23 17 £600 +50.00% 3
South East +19 5 £425 +44.06% 1
City of London +3 4 £600 +27.86%
West Midlands +14 3 £388 -11.42%
Northamptonshire -4 3 - -
East Midlands -6 3 - -
North West +25 2 £550 -
Hampshire - 2 £413 -
Berkshire +23 1 £550 +57.14% 1
Reading +16 1 £550 +57.14% 1
Yorkshire +15 1 - -
Manchester +11 1 £550 -
Worcester - 1 £175 -
Birmingham - 1 £388 -
Bristol - 1 £325 -
Chester - 1 - -
Gatwick - 1 £425 -
Havant - 1 - -
Cheshire - 1 - -
South Yorkshire - 1 - -
West Sussex - 1 £425 -
Worcestershire - 1 £175 -
South West - 1 £325 -

Data Reconciliation
Top 30 Related IT Skills

For the 6 months to 25 March 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 31 (54.39%) Migration
2 27 (47.37%) Data Migration
3 24 (42.11%) Finance
4 20 (35.09%) SQL
5 16 (28.07%) Oracle
6 15 (26.32%) SAP
6 15 (26.32%) Data Analysis
7 12 (21.05%) Data Cleansing
8 11 (19.30%) ETL
9 10 (17.54%) Validation
10 8 (14.04%) Oracle EBS
10 8 (14.04%) Data Architecture
11 7 (12.28%) Oracle EBS R12
11 7 (12.28%) Mainframe
11 7 (12.28%) Java
11 7 (12.28%) IBM
12 6 (10.53%) Adabas
12 6 (10.53%) Software AG
12 6 (10.53%) Replication
12 6 (10.53%) MS PowerPoint
12 6 (10.53%) Data Quality
12 6 (10.53%) Data Extraction
12 6 (10.53%) User Acceptance Testing
12 6 (10.53%) Analytical Skills
12 6 (10.53%) Prototyping
13 5 (8.77%) Data Validation
13 5 (8.77%) Business Analysis
13 5 (8.77%) Banking
13 5 (8.77%) Data Management
13 5 (8.77%) Project Management

Data Reconciliation
Top Related 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 2 (3.51%) Oracle Workflow
1 2 (3.51%) SharePoint
Applications
1 6 (10.53%) MS PowerPoint
2 3 (5.26%) MS Office
3 2 (3.51%) MS Excel
3 2 (3.51%) MS Visio
Business Applications
1 8 (14.04%) Oracle EBS
2 7 (12.28%) Oracle EBS R12
3 2 (3.51%) Oracle ERP
3 2 (3.51%) SAP CO
3 2 (3.51%) SAP FI
3 2 (3.51%) SAP FI/CO
3 2 (3.51%) SAP HR
4 1 (1.75%) Dynamics NAV
4 1 (1.75%) Oracle Assets
4 1 (1.75%) Oracle Financials
4 1 (1.75%) Oracle Payables
4 1 (1.75%) Oracle Payroll
4 1 (1.75%) SAP BPC
4 1 (1.75%) SAP Oil and Gas
4 1 (1.75%) SAP R/3
4 1 (1.75%) SAP S/4HANA
Cloud Services
1 4 (7.02%) SuccessFactors
2 2 (3.51%) Microsoft Azure
3 1 (1.75%) Slack
3 1 (1.75%) Trello
Database & Business Intelligence
1 6 (10.53%) Adabas
2 3 (5.26%) SQL Server
2 3 (5.26%) SQL Server Integration Services
3 2 (3.51%) Azure SQL Database
3 2 (3.51%) Data Warehouse
3 2 (3.51%) Oracle Database
4 1 (1.75%) Big Data
4 1 (1.75%) BusinessObjects
4 1 (1.75%) Data Mining
4 1 (1.75%) Geospatial Data
4 1 (1.75%) MS Access
4 1 (1.75%) Oracle Reports
4 1 (1.75%) SAP BW
4 1 (1.75%) SAP HANA
Development Applications
1 3 (5.26%) LSMW
2 2 (3.51%) JIRA
General
1 24 (42.11%) Finance
2 5 (8.77%) Banking
3 3 (5.26%) Investment Banking
4 2 (3.51%) Back Office
4 2 (3.51%) Legal
4 2 (3.51%) Private Banking
5 1 (1.75%) Advertising
5 1 (1.75%) Electronics
5 1 (1.75%) Financial Institution
5 1 (1.75%) Front Office
5 1 (1.75%) General Ledger
5 1 (1.75%) Law
5 1 (1.75%) Manufacturing
5 1 (1.75%) Marketing
5 1 (1.75%) Music Industry
5 1 (1.75%) Retail
5 1 (1.75%) Telecoms
Job Titles
1 28 (49.12%) Analyst
2 14 (24.56%) Data Analyst
3 7 (12.28%) Business Analyst
3 7 (12.28%) Designer
4 5 (8.77%) Business Data Analyst
4 5 (8.77%) Financial Analyst
5 4 (7.02%) Consultant
6 3 (5.26%) Architect
6 3 (5.26%) Data Migration Lead
6 3 (5.26%) Oracle Analyst
6 3 (5.26%) Project Manager
6 3 (5.26%) SAP Analyst
6 3 (5.26%) Solutions Designer
6 3 (5.26%) Technical Architect
7 2 (3.51%) Data Business Analyst
7 2 (3.51%) Finance Systems Analyst
7 2 (3.51%) Graduate Analyst
7 2 (3.51%) Graduate Data Analyst
7 2 (3.51%) Investment Management Business Analyst
7 2 (3.51%) Wealth Management Business Analyst
Libraries, Frameworks & Software Standards
1 2 (3.51%) Web Services
2 1 (1.75%) BAPI
2 1 (1.75%) SAP ALE
2 1 (1.75%) XML
Miscellaneous
1 7 (12.28%) Mainframe
2 6 (10.53%) Analytical Skills
2 6 (10.53%) Replication
3 2 (3.51%) Management Information System
3 2 (3.51%) Reference Data
4 1 (1.75%) Data Protection Act
4 1 (1.75%) Data Structures
4 1 (1.75%) Embedded Systems
4 1 (1.75%) Virtual Team
Operating Systems
1 1 (1.75%) Unix
Processes & Methodologies
1 31 (54.39%) Migration
2 27 (47.37%) Data Migration
3 15 (26.32%) Data Analysis
4 12 (21.05%) Data Cleansing
5 11 (19.30%) ETL
6 10 (17.54%) Validation
7 8 (14.04%) Data Architecture
8 6 (10.53%) Data Extraction
8 6 (10.53%) Prototyping
8 6 (10.53%) User Acceptance Testing
9 5 (8.77%) Business Analysis
9 5 (8.77%) Data Management
9 5 (8.77%) Data Validation
9 5 (8.77%) Project Management
10 4 (7.02%) Data Modelling
10 4 (7.02%) ERP
10 4 (7.02%) Test Scripting
11 3 (5.26%) Business Intelligence
11 3 (5.26%) Change Management
11 3 (5.26%) Logistics
Programming Languages
1 20 (35.09%) SQL
2 7 (12.28%) Java
3 3 (5.26%) ABAP
4 2 (3.51%) PL/SQL
5 1 (1.75%) JavaScript
5 1 (1.75%) Shell Script
Qualifications
1 4 (7.02%) SC Cleared
1 4 (7.02%) Security Cleared
2 3 (5.26%) Degree
3 1 (1.75%) ACCA
3 1 (1.75%) CIMA
3 1 (1.75%) ISEB
3 1 (1.75%) PRINCE2 Certification
Quality Assurance & Compliance
1 6 (10.53%) Data Quality
2 1 (1.75%) GDPR
2 1 (1.75%) ISO/IEC 27001
2 1 (1.75%) PCI DSS
2 1 (1.75%) QA
2 1 (1.75%) Sarbanes-Oxley
System Software
1 1 (1.75%) Firmware
Systems Management
1 2 (3.51%) HP Quality Center
Vendors
1 16 (28.07%) Oracle
2 15 (26.32%) SAP
3 7 (12.28%) IBM
4 6 (10.53%) Software AG
5 3 (5.26%) HP
5 3 (5.26%) Microsoft
6 2 (3.51%) Dell
6 2 (3.51%) FNZ
6 2 (3.51%) Informatica
6 2 (3.51%) PeopleSoft
6 2 (3.51%) Salesforce.com
6 2 (3.51%) ServiceNow
7 1 (1.75%) Alteryx
7 1 (1.75%) Atlassian
7 1 (1.75%) Cognos
7 1 (1.75%) Netezza
7 1 (1.75%) Sybase
7 1 (1.75%) WorldPay
London
Harvey Nash plc
Rate: £400 - £425 per day + -
Posted: 2 days ago
Reading, Berkshire
Leysen Associates
Posted: 4 days ago