The table below looks at the statistics for Data Reconciliation skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Data Reconciliation over the 3 months to 1 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 Jul 2016
Same period 2015 Same period 2014
Data Reconciliation
Rank 877 918 960
Rank change year-on-year
+41 +42
Permanent jobs citing Data Reconciliation 39 52 37
As % of all permanent IT jobs located in the UK 0.040% 0.047% 0.031%
As % of the Processes & Methodologies category 0.045% 0.054% 0.036%
Number of salaries quoted 31 41 28
Median salary £45,000 £42,500 £50,000
Median salary % change year-on-year
+5.88% -15.00%
90% offered a salary of more than £33,000 £30,000 £32,500
10% offered a salary of more than £52,500 £57,500 £57,500
UK excluding London median salary £40,000 £40,000 £52,500
% change year-on-year
- -23.80%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised across the UK.

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
85739 96253 102832
As % of all permanent IT jobs located in the UK 87.89% 86.87% 85.48%
Number of salaries quoted 71657 78628 83341
Median salary £50,000 £50,000 £48,000
Median salary % change year-on-year
- +4.16%
90% offered a salary of more than £32,500 £32,000 £31,500
10% offered a salary of more than £77,500 £72,500 £75,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Reconciliation
Jobs Demand Trend

The demand trend of job ads citing Data Reconciliation as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Reconciliation Jobs Demand Trend in the UK

Data Reconciliation
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Reconciliation within the UK.

Data Reconciliation Salary Trend in the UK

Data Reconciliation
Salary Histogram

This chart provides a salary histogram for IT jobs citing Data Reconciliation over the 3 months to 1 July 2016 within the UK.

Data Reconciliation Salary Histogram in the UK

Data Reconciliation
Top 19 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Reconciliation within the UK over the 3 months to 1 July 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +43 36 £45,000 +5.88% 4
London +31 19 £50,000 +17.64% 3
South East - 11 £36,500 -
Milton Keynes - 8 £33,000 -
Buckinghamshire - 8 £33,000 -
City of London +59 3 £52,500 +18.64% 1
Edinburgh +13 3 - -
Scotland -2 3 - -
East of England - 3 £50,000 -
North West - 3 £30,000 - 1
Bedfordshire - 2 £47,500 -
Manchester - 2 - -
Home Counties - 1 £65,000 -
Merseyside - 1 £30,000 - 1
West Sussex - 1 - -
Surrey - 1 £40,000 -
Hertfordshire - 1 £50,000 -
Liverpool - 1 £30,000 - 1
Burgess Hill - 1 - -

Data Reconciliation
Top 30 Related IT Skills

For the 6 months to 1 July 2016, IT 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 job ads with a requirement for Data Reconciliation.

1 43 (65.15%) Finance
2 39 (59.09%) SQL
3 33 (50.00%) Data Analysis
4 20 (30.30%) Data Management
4 20 (30.30%) Analytical Skills
5 19 (28.79%) Data Quality
6 18 (27.27%) SAS
7 16 (24.24%) Hadoop
8 15 (22.73%) Business Intelligence
8 15 (22.73%) T-SQL
9 14 (21.21%) Base SAS
10 13 (19.70%) Oracle
10 13 (19.70%) Validation
11 12 (18.18%) Data Extraction
12 10 (15.15%) PL/SQL
13 9 (13.64%) SAP
13 9 (13.64%) MS Excel
13 9 (13.64%) Agile Software Development
13 9 (13.64%) QA
13 9 (13.64%) Test Scripting
13 9 (13.64%) Relational Database
14 8 (12.12%) Degree
14 8 (12.12%) MS PowerPoint
14 8 (12.12%) Banking
14 8 (12.12%) VBA
15 7 (10.61%) SQL Server
15 7 (10.61%) C++
15 7 (10.61%) Java
15 7 (10.61%) BusinessObjects
15 7 (10.61%) Migration

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 18 (27.27%) SAS
2 1 (1.52%) NetWeaver
Applications
1 9 (13.64%) MS Excel
2 8 (12.12%) MS PowerPoint
3 3 (4.55%) MS Office
Business Applications
1 6 (9.09%) Oracle Procure-to-Pay
2 3 (4.55%) Cognos TM1
2 3 (4.55%) HFM
3 2 (3.03%) Cognos Business Intelligence
3 2 (3.03%) Cognos Controller
3 2 (3.03%) Hyperion Planning
3 2 (3.03%) Oracle EBS
4 1 (1.52%) Investran
4 1 (1.52%) SAP BPC
Communications & Networking
1 1 (1.52%) 2G
Database & Business Intelligence
1 16 (24.24%) Hadoop
2 14 (21.21%) Base SAS
3 9 (13.64%) Relational Database
4 7 (10.61%) BusinessObjects
4 7 (10.61%) SQL Server
4 7 (10.61%) SQL Server Reporting Services
5 6 (9.09%) Data Warehouse
5 6 (9.09%) SAP Data Services
5 6 (9.09%) SAP HANA
6 5 (7.58%) MS Access
7 3 (4.55%) Apache Hive
7 3 (4.55%) Big Data
7 3 (4.55%) MongoDB
7 3 (4.55%) MySQL
7 3 (4.55%) NoSQL
7 3 (4.55%) QlikView
8 2 (3.03%) Data Mining
8 2 (3.03%) OLAP
8 2 (3.03%) ProClarity
9 1 (1.52%) Oracle Reports
Development Applications
1 1 (1.52%) Git (software)
1 1 (1.52%) Oracle APEX
1 1 (1.52%) Subversion
General
1 43 (65.15%) Finance
2 8 (12.12%) Banking
3 6 (9.09%) Financial Institution
4 2 (3.03%) Back Office
5 1 (1.52%) Billing
5 1 (1.52%) Law
5 1 (1.52%) Legal
5 1 (1.52%) Mandarin Language
5 1 (1.52%) Marketing
Job Titles
1 40 (60.61%) Analyst
2 29 (43.94%) Data Analyst
3 13 (19.70%) SQL Analyst
4 12 (18.18%) Developer
5 11 (16.67%) SQL Data Analyst
6 5 (7.58%) Excel Analyst
6 5 (7.58%) Financial Analyst
6 5 (7.58%) Master Data Analyst
6 5 (7.58%) Senior Analyst
6 5 (7.58%) Senior Data Analyst
6 5 (7.58%) Senior Master Data Analyst
7 4 (6.06%) Accountant
7 4 (6.06%) Business Analyst
7 4 (6.06%) Business Intelligence Analyst
7 4 (6.06%) Data Manager
7 4 (6.06%) Database Developer
7 4 (6.06%) Full Stack Developer
7 4 (6.06%) SQL Developer
7 4 (6.06%) Systems Accountant
8 3 (4.55%) Finance Manager
Libraries, Frameworks & Software Standards
1 1 (1.52%) .NET
1 1 (1.52%) Catalyst
1 1 (1.52%) CSS
1 1 (1.52%) HTML
Miscellaneous
1 20 (30.30%) Analytical Skills
2 12 (18.18%) Data Extraction
3 6 (9.09%) FMCG
4 5 (7.58%) Computer Science
5 4 (6.06%) Data Integration
5 4 (6.06%) Data Structures
5 4 (6.06%) Fintech
5 4 (6.06%) Management Information System
6 3 (4.55%) Performance Metrics
7 1 (1.52%) Data Centre
7 1 (1.52%) Economics
7 1 (1.52%) Mathematics
7 1 (1.52%) NHS
7 1 (1.52%) Oracle Licensing
7 1 (1.52%) Statistics
Operating Systems
1 5 (7.58%) Linux
2 1 (1.52%) Debian
Processes & Methodologies
1 33 (50.00%) Data Analysis
2 20 (30.30%) Data Management
3 15 (22.73%) Business Intelligence
4 13 (19.70%) Validation
5 9 (13.64%) Agile Software Development
5 9 (13.64%) Test Scripting
6 7 (10.61%) Change Control
6 7 (10.61%) Migration
6 7 (10.61%) User Acceptance Testing
7 6 (9.09%) Procure-to-Pay
7 6 (9.09%) Record to Report
8 5 (7.58%) Analytics
8 5 (7.58%) Order to Cash
8 5 (7.58%) Process Management
9 4 (6.06%) Business Analysis
9 4 (6.06%) Configuration Management
9 4 (6.06%) OO
9 4 (6.06%) Project Management
9 4 (6.06%) Software Engineering
9 4 (6.06%) Web Development
Programming Languages
1 39 (59.09%) SQL
2 15 (22.73%) T-SQL
3 10 (15.15%) PL/SQL
4 8 (12.12%) VBA
5 7 (10.61%) C++
5 7 (10.61%) Java
6 5 (7.58%) C#
6 5 (7.58%) JavaScript
7 4 (6.06%) CoffeeScript
7 4 (6.06%) Ruby
7 4 (6.06%) Scala
8 1 (1.52%) Perl
8 1 (1.52%) PHP
8 1 (1.52%) VB
8 1 (1.52%) VBScript
Qualifications
1 8 (12.12%) Degree
2 4 (6.06%) ACCA
2 4 (6.06%) CIMA
3 2 (3.03%) AAT
3 2 (3.03%) PMI Certification
3 2 (3.03%) PMP
Quality Assurance & Compliance
1 19 (28.79%) Data Quality
2 9 (13.64%) QA
Systems Management
1 4 (6.06%) Opscode Chef
1 4 (6.06%) Puppet
Vendors
1 13 (19.70%) Oracle
2 9 (13.64%) SAP
3 6 (9.09%) Informatica
4 4 (6.06%) Cognos
4 4 (6.06%) Microsoft
5 3 (4.55%) Hyperion
5 3 (4.55%) Teradata
6 2 (3.03%) Salesforce.com
7 1 (1.52%) Calypso
7 1 (1.52%) Tableau
City, London
Quant Capital
Salary: Up to £50,000 per annum Bonus Medical Pension
Posted: 2 days ago
London
Harrington Starr
Salary: £35000 - £45000 per annum + Bonus
Posted: 2 days ago
Liverpool
Venturi
Salary: £25000 - £35000 per annum + benefits
Posted: 25 days ago