The following table provides summary statistics for permanent job vacancies 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 3 months to 28 March 2017 with a comparison to the same period in the previous 2 years.

Data Reconciliation
UK
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 834 928 963
Rank change year-on-year +94 +35  
Permanent jobs citing Data Reconciliation 24 26 15
As % of all permanent IT jobs advertised in the UK 0.028% 0.025% 0.014%
As % of the Processes & Methodologies category 0.032% 0.028% 0.016%
Number of salaries quoted 22 20 12
Median salary £59,000 £50,000 £50,000
Median salary % change year-on-year +18.00% -  
90% offered a salary of more than £47,500 £32,450 £47,750
10% offered a salary of more than £70,000 £59,500 £60,000
UK excluding London median salary £45,000 £36,500 -
% change year-on-year +23.28% -  

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 permanent job vacancies with a requirement for process and methodology skills.

Process & Methodology Skills
UK
Permanent job vacancies with a requirement for process and methodology skills 75940 92082 94020
As % of all permanent IT job vacancies advertised in the UK 89.12% 88.56% 87.01%
Number of salaries quoted 62461 76226 76084
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £75,000 £75,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Reconciliation
Job Vacancy Trend

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

Job vacancy trend for Data Reconciliation 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.

Salary trend for Data Reconciliation in the UK

Data Reconciliation
Salary Histogram

The salary distribution of IT jobs citing Data Reconciliation over the 3 months to 28 March 2017.

Salary histogram for Data Reconciliation in the UK

Data Reconciliation
Top 14 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 28 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +102 22 £59,000 +18.00% 4
London +90 19 £59,000 +15.12% 4
City of London +49 13 £60,000 +14.28%
Scotland +26 2 - -
South East +37 1 £45,000 +12.50%
Edinburgh +9 1 - -
Buckinghamshire +4 1 £45,000 +23.28%
Sunderland - 1 £50,000 -
North East - 1 £50,000 -
Bury St Edmunds - 1 £27,500 -
Tyne and Wear - 1 £50,000 -
Glasgow - 1 - -
East of England - 1 £27,500 -
Suffolk - 1 £27,500 -

For the 6 months to 28 March 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 with a requirement for Data Reconciliation.

1 33 (75.00%) Finance
2 29 (65.91%) SQL
3 26 (59.09%) Validation
4 21 (47.73%) Quality Management
4 21 (47.73%) Back Office
5 20 (45.45%) Financial Institution
6 14 (31.82%) MiFID
6 14 (31.82%) EMIR
7 13 (29.55%) Business Analysis
8 12 (27.27%) Requirements Management
8 12 (27.27%) Banking
8 12 (27.27%) Product Management
8 12 (27.27%) Data Modelling
9 11 (25.00%) SaaS
9 11 (25.00%) Data Analysis
9 11 (25.00%) Fintech
10 10 (22.73%) Java
11 7 (15.91%) Data Quality
11 7 (15.91%) PRINCE2
11 7 (15.91%) PMP
11 7 (15.91%) PMI Certification
11 7 (15.91%) Project Management
11 7 (15.91%) Analytical Skills
12 6 (13.64%) PMO
12 6 (13.64%) User Experience
12 6 (13.64%) SQL Server
12 6 (13.64%) T-SQL
12 6 (13.64%) SAP
12 6 (13.64%) Degree
13 5 (11.36%) Computer Science

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 5 (11.36%) Apache
1 5 (11.36%) IIS
1 5 (11.36%) JBoss
1 5 (11.36%) SAS
1 5 (11.36%) Tomcat
1 5 (11.36%) WebLogic
2 1 (2.27%) Apache Solr
2 1 (2.27%) Apache Spark
Applications
1 2 (4.55%) MS Excel
1 2 (4.55%) MS PowerPoint
2 1 (2.27%) MS Office
Business Applications
1 5 (11.36%) SAP HR
2 1 (2.27%) Cognos Planning
2 1 (2.27%) Cognos TM1
2 1 (2.27%) Hyperion Planning
Cloud Services
1 11 (25.00%) SaaS
Communications & Networking
1 5 (11.36%) Kerberos
1 5 (11.36%) LDAP
Database & Business Intelligence
1 6 (13.64%) SQL Server
2 3 (6.82%) Hadoop
3 2 (4.55%) Base SAS
3 2 (4.55%) Data Mart
4 1 (2.27%) Apache Hive
4 1 (2.27%) Big Data
4 1 (2.27%) Essbase
4 1 (2.27%) HBase
4 1 (2.27%) Impala
4 1 (2.27%) MS Access
4 1 (2.27%) OLAP
4 1 (2.27%) SQL Server Integration Services
General
1 33 (75.00%) Finance
2 21 (47.73%) Back Office
3 20 (45.45%) Financial Institution
4 12 (27.27%) Banking
5 1 (2.27%) Billing
5 1 (2.27%) French Language
5 1 (2.27%) Law
Job Titles
1 12 (27.27%) Consultant
2 11 (25.00%) Product Manager
3 10 (22.73%) Analyst
4 8 (18.18%) Technical Manager
4 8 (18.18%) Technical Product Manager
5 7 (15.91%) Finance Manager
5 7 (15.91%) Professional Services Consultant
6 4 (9.09%) Business Analyst
6 4 (9.09%) Developer
6 4 (9.09%) Java Engineer
7 3 (6.82%) Data Analyst
7 3 (6.82%) Scala Developer
7 3 (6.82%) Senior Java Engineer
7 3 (6.82%) SQL Analyst
7 3 (6.82%) SQL Server Consultant
7 3 (6.82%) Technical Business Analyst
7 3 (6.82%) Technical Consultant
8 2 (4.55%) Accountant
8 2 (4.55%) Senior Scala Developer
8 2 (4.55%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 5 (11.36%) .NET
1 5 (11.36%) SAML
1 5 (11.36%) SPNEGO
1 5 (11.36%) Web Services
1 5 (11.36%) XACML
2 1 (2.27%) Apache Avro
Miscellaneous
1 11 (25.00%) Fintech
2 7 (15.91%) Analytical Skills
3 6 (13.64%) User Experience
4 5 (11.36%) Computer Science
4 5 (11.36%) PKI
5 4 (9.09%) Reference Data
6 2 (4.55%) CMDB
Operating Systems
1 5 (11.36%) Linux
2 3 (6.82%) Windows
Processes & Methodologies
1 26 (59.09%) Validation
2 21 (47.73%) Quality Management
3 13 (29.55%) Business Analysis
4 12 (27.27%) Data Modelling
4 12 (27.27%) Product Management
4 12 (27.27%) Requirements Management
5 11 (25.00%) Data Analysis
6 7 (15.91%) PRINCE2
6 7 (15.91%) Project Management
7 5 (11.36%) Analytics
7 5 (11.36%) Identity Management
7 5 (11.36%) Multi-Factor Authentication
7 5 (11.36%) Multithreading
7 5 (11.36%) Risk Management
7 5 (11.36%) Secure Coding
7 5 (11.36%) Two-Factor Authentication
8 4 (9.09%) Business Intelligence
8 4 (9.09%) Software Delivery
9 2 (4.55%) Information Security
9 2 (4.55%) ITIL
Programming Languages
1 29 (65.91%) SQL
2 10 (22.73%) Java
3 6 (13.64%) T-SQL
4 4 (9.09%) Scala
5 2 (4.55%) PL/SQL
5 2 (4.55%) Python
6 1 (2.27%) C#
Qualifications
1 7 (15.91%) PMI Certification
1 7 (15.91%) PMP
2 6 (13.64%) Degree
3 5 (11.36%) CEH
3 5 (11.36%) CISA
3 5 (11.36%) CISM
3 5 (11.36%) CISSP
Quality Assurance & Compliance
1 14 (31.82%) EMIR
1 14 (31.82%) MiFID
2 7 (15.91%) Data Quality
3 6 (13.64%) PMO
4 2 (4.55%) COBIT
System Software
1 5 (11.36%) Active Directory
2 1 (2.27%) HDFS
Systems Management
1 1 (2.27%) Oozie
Vendors
1 6 (13.64%) SAP
2 5 (11.36%) Oracle
3 2 (4.55%) Cognos
4 1 (2.27%) Hyperion
4 1 (2.27%) Reuters
4 1 (2.27%) Tableau
London
Harrington Starr
Salary: £35000 - £45000 per annum + Bonus
Posted: 6 days ago
London
McGregor Boyall
Salary: £70000 - £80000 per annum
Posted: 6 days ago