Period
to 16 December 2017

The following table provides summary statistics for permanent job vacancies advertised in the North West with a requirement for Data Reconciliation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Reconciliation over the 6 months to 16 December 2017 with a comparison to the same period in the previous 2 years.

Data Reconciliation
England > North West
6 months to
16 Dec 2017
Same period 2016 Same period 2015
Rank 359 - 372
Rank change year-on-year - +372 +2
Permanent jobs citing Data Reconciliation 8 0 2
As % of all permanent IT jobs advertised in the North West 0.061% - 0.016%
As % of the Processes & Methodologies category 0.068% - 0.018%
Number of salaries quoted 8 0 2
North West median annual salary £30,750 - £26,500
10th Percentile £27,500 - £24,000
90th Percentile £42,500 - £28,600
England median annual salary £50,000 £50,000 £42,500
% change year-on-year - +17.65% -6.08%

Data Reconciliation is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the North West with a requirement for process or methodology skills.

All Process and Methodology Skills
North West
Permanent vacancies with a requirement for process or methodology skills 11738 11180 11342
As % of all permanent IT jobs advertised in the North West 90.06% 89.97% 89.26%
Number of salaries quoted 9354 9320 9374
North West median annual salary £43,750 £40,000 £40,000
Median salary % change year-on-year +9.38% - -
10th Percentile £26,750 £26,000 £25,000
90th Percentile £66,000 £62,500 £60,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Data Reconciliation
Job Vacancy Trend in the North West

Job postings citing Data Reconciliation as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for Data Reconciliation in the North West

Data Reconciliation
Salary Trend in the North West

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

Salary trend for Data Reconciliation in the North West

Data Reconciliation
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Reconciliation within the North West region over the 6 months to 16 December 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Merseyside - 4 £30,000 -
Lancashire - 3 £40,000 -
Manchester - 1 £31,500 -
Data Reconciliation
England

For the 6 months to 16 December 2017, 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 across the North West region with a requirement for Data Reconciliation.

1 8 (100.00%) Analytical Skills
2 5 (62.50%) SQL
2 5 (62.50%) T-SQL
3 4 (50.00%) VBA
3 4 (50.00%) SQL Server
3 4 (50.00%) Microsoft Excel
3 4 (50.00%) Finance
3 4 (50.00%) Validation
3 4 (50.00%) SQL Server Integration Services
3 4 (50.00%) SQL Server Reporting Services
3 4 (50.00%) Data Quality
4 3 (37.50%) Strategic Management
4 3 (37.50%) Coaching
4 3 (37.50%) Software Asset Management
4 3 (37.50%) Software License Management
4 3 (37.50%) Software Licensing
4 3 (37.50%) IT Asset Management
4 3 (37.50%) People Management
4 3 (37.50%) Snow
4 3 (37.50%) Data Governance
4 3 (37.50%) SC Cleared
4 3 (37.50%) DV Cleared
4 3 (37.50%) Security Cleared
4 3 (37.50%) Asset Management
4 3 (37.50%) Stakeholder Management
4 3 (37.50%) C
4 3 (37.50%) Service Delivery
4 3 (37.50%) Microsoft
4 3 (37.50%) Microsoft Office
4 3 (37.50%) ITIL

Data Reconciliation
Co-occurring IT Skills in the North West 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:

Applications
1 4 (50.00%) Microsoft Excel
2 3 (37.50%) Microsoft Office
Cloud Services
1 1 (12.50%) Microsoft Azure
Database & Business Intelligence
1 4 (50.00%) SQL Server
1 4 (50.00%) SQL Server Integration Services
1 4 (50.00%) SQL Server Reporting Services
2 1 (12.50%) Relational Database
2 1 (12.50%) SQL Server 2008
General
1 4 (50.00%) Finance
2 1 (12.50%) Legal
Job Titles
1 4 (50.00%) Database Developer
1 4 (50.00%) Developer
1 4 (50.00%) SQL Database Developer
1 4 (50.00%) SQL Developer
2 3 (37.50%) SQL Server Developer
2 3 (37.50%) SSIS Developer
2 3 (37.50%) SSRS Developer
2 3 (37.50%) T-SQL Developer
3 1 (12.50%) Analyst
3 1 (12.50%) Data Analyst
Miscellaneous
1 8 (100.00%) Analytical Skills
Processes & Methodologies
1 4 (50.00%) Validation
2 3 (37.50%) Asset Management
2 3 (37.50%) Coaching
2 3 (37.50%) Data Governance
2 3 (37.50%) IT Asset Management
2 3 (37.50%) ITIL
2 3 (37.50%) People Management
2 3 (37.50%) Service Delivery
2 3 (37.50%) Software Asset Management
2 3 (37.50%) Software License Management
2 3 (37.50%) Software Licensing
2 3 (37.50%) Stakeholder Management
2 3 (37.50%) Strategic Management
3 1 (12.50%) Business Intelligence
3 1 (12.50%) Data Validation
3 1 (12.50%) Database Optimisation
3 1 (12.50%) Line Management
3 1 (12.50%) Mathematics
Programming Languages
1 5 (62.50%) SQL
1 5 (62.50%) T-SQL
2 4 (50.00%) VBA
3 3 (37.50%) C
Qualifications
1 3 (37.50%) DV Cleared
1 3 (37.50%) SC Cleared
1 3 (37.50%) Security Cleared
2 1 (12.50%) Degree
2 1 (12.50%) MCSA
2 1 (12.50%) MCSE
2 1 (12.50%) Microsoft Certification
2 1 (12.50%) Numerate Degree
Quality Assurance & Compliance
1 4 (50.00%) Data Quality
Vendors
1 3 (37.50%) Microsoft
1 3 (37.50%) Oracle
1 3 (37.50%) Snow