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 24 June 2017 with a comparison to the same period in the previous 2 years.

Data Reconciliation
UK
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 862 885 925
Rank change year-on-year +23 +40  
Permanent jobs citing Data Reconciliation 21 38 50
As % of all permanent IT jobs advertised in the UK 0.024% 0.039% 0.045%
As % of the Processes & Methodologies category 0.027% 0.043% 0.051%
Number of salaries quoted 12 28 39
Median salary £64,500 £46,250 £42,500
Median salary % change year-on-year +39.45% +8.82%  
90% offered a salary of more than £28,000 £33,000 £30,000
10% offered a salary of more than £76,750 £52,500 £57,500
UK excluding London median salary £32,500 £40,000 £40,000
% change year-on-year -18.75% -  

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 78925 87582 97637
As % of all permanent IT job vacancies advertised in the UK 89.72% 88.95% 88.02%
Number of salaries quoted 63638 73140 79819
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 £80,000 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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 24 June 2017.

Salary histogram for Data Reconciliation 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 24 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +39 21 £64,500 +39.45% 9
London +23 13 £70,000 +40.00% 3
City of London +26 4 £70,000 +33.33% 2
North West -38 3 £45,000 +50.00%
South East +38 2 £26,250 -28.08% 2
Manchester -23 2 - -
Berkshire +32 1 £27,500 -
East of England -2 1 £45,000 -10.00%
Hertfordshire -2 1 £45,000 -10.00%
Buckinghamshire -2 1 £25,000 -24.24% 2
Milton Keynes -6 1 £25,000 -24.24% 2
East Midlands - 1 £32,500 -
Yorkshire - 1 - - 2
West Yorkshire - 1 - - 2
Nottinghamshire - 1 £32,500 -
Nottingham - 1 £32,500 -
Leeds - 1 - - 2
Hemel Hempstead - 1 £45,000 -
Bracknell - 1 £27,500 -

For the 6 months to 24 June 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 35 (76.09%) Finance
2 28 (60.87%) SQL
3 23 (50.00%) Business Analysis
4 22 (47.83%) Validation
5 19 (41.30%) Back Office
6 18 (39.13%) Quality Management
7 17 (36.96%) Financial Institution
8 15 (32.61%) Requirements Management
8 15 (32.61%) Product Management
9 13 (28.26%) Data Analysis
9 13 (28.26%) SaaS
9 13 (28.26%) Analytics
9 13 (28.26%) Fintech
10 12 (26.09%) EMIR
10 12 (26.09%) Data Quality
10 12 (26.09%) MiFID
10 12 (26.09%) Business Intelligence
11 10 (21.74%) Banking
12 9 (19.57%) Data Management
12 9 (19.57%) Big Data
12 9 (19.57%) Data Analytics
13 8 (17.39%) User Experience
13 8 (17.39%) PMO
13 8 (17.39%) Greenfield Project
13 8 (17.39%) GDPR
13 8 (17.39%) Data Protection Act
13 8 (17.39%) Requirements Analysis
13 8 (17.39%) ISO/IEC 27001
13 8 (17.39%) Data Protection
13 8 (17.39%) PCI DSS

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 4 (8.70%) SAS
2 2 (4.35%) Confluence
2 2 (4.35%) SharePoint
3 1 (2.17%) Apache Solr
3 1 (2.17%) Apache Spark
Applications
1 8 (17.39%) Microsoft Excel
2 2 (4.35%) Microsoft Office
3 1 (2.17%) Microsoft PowerPoint
Business Applications
1 2 (4.35%) IntelliMatch
2 1 (2.17%) Cognos Planning
2 1 (2.17%) Cognos TM1
2 1 (2.17%) Hyperion Planning
2 1 (2.17%) Investran
Cloud Services
1 13 (28.26%) SaaS
2 1 (2.17%) CallidusCloud
Communications & Networking
1 2 (4.35%) PuTTY
Database & Business Intelligence
1 9 (19.57%) Big Data
2 5 (10.87%) SQL Server
3 2 (4.35%) Data Mart
3 2 (4.35%) SQL Server Integration Services
4 1 (2.17%) Apache Hive
4 1 (2.17%) Base SAS
4 1 (2.17%) BusinessObjects
4 1 (2.17%) Essbase
4 1 (2.17%) Hadoop
4 1 (2.17%) HBase
4 1 (2.17%) Impala
4 1 (2.17%) MS Access
4 1 (2.17%) OLAP
4 1 (2.17%) SQL Server Analysis Services
4 1 (2.17%) SQL Server Reporting Services
Development Applications
1 2 (4.35%) HP UFT
1 2 (4.35%) JIRA
1 2 (4.35%) Selenium
General
1 35 (76.09%) Finance
2 19 (41.30%) Back Office
3 17 (36.96%) Financial Institution
4 10 (21.74%) Banking
5 3 (6.52%) Investment Banking
6 2 (4.35%) Billing
7 1 (2.17%) Law
7 1 (2.17%) Legal
7 1 (2.17%) Manufacturing
Job Titles
1 16 (34.78%) Analyst
2 13 (28.26%) Product Manager
3 11 (23.91%) Data Analyst
4 10 (21.74%) Business Analyst
4 10 (21.74%) Technical Manager
4 10 (21.74%) Technical Product Manager
5 8 (17.39%) Business Data Analyst
5 8 (17.39%) Data Business Analyst
6 6 (13.04%) Consultant
6 6 (13.04%) Finance Manager
7 3 (6.52%) Developer
7 3 (6.52%) Security Analyst
8 2 (4.35%) Data Consultant
8 2 (4.35%) Implementation Manager
8 2 (4.35%) Scala Developer
8 2 (4.35%) SQL Analyst
8 2 (4.35%) Technical Analyst
8 2 (4.35%) Test Manager
9 1 (2.17%) Accountant
9 1 (2.17%) Data Analytics Specialist
Libraries, Frameworks & Software Standards
1 2 (4.35%) Middleware
2 1 (2.17%) Apache Avro
Miscellaneous
1 13 (28.26%) Fintech
2 8 (17.39%) Data Protection Act
2 8 (17.39%) Greenfield Project
2 8 (17.39%) Management Information System
2 8 (17.39%) User Experience
3 7 (15.22%) Social Media
4 5 (10.87%) Reference Data
5 3 (6.52%) Analytical Skills
5 3 (6.52%) Derivative
5 3 (6.52%) Equities
5 3 (6.52%) Fixed Income
5 3 (6.52%) OTC Derivatives
6 2 (4.35%) ASIC
6 2 (4.35%) DTCC
7 1 (2.17%) Data Structures
Operating Systems
1 3 (6.52%) Linux
2 1 (2.17%) Windows
Processes & Methodologies
1 23 (50.00%) Business Analysis
2 22 (47.83%) Validation
3 18 (39.13%) Quality Management
4 15 (32.61%) Product Management
4 15 (32.61%) Requirements Management
5 13 (28.26%) Analytics
5 13 (28.26%) Data Analysis
6 12 (26.09%) Business Intelligence
7 9 (19.57%) Data Analytics
7 9 (19.57%) Data Management
8 8 (17.39%) Data Protection
8 8 (17.39%) GAP Analysis
8 8 (17.39%) Requirements Analysis
9 7 (15.22%) Big Data Analytics
9 7 (15.22%) Business Analytics
9 7 (15.22%) Data Governance
9 7 (15.22%) Data Integration
9 7 (15.22%) Dimensional Modelling
9 7 (15.22%) Information Management
9 7 (15.22%) Performance Management
Programming Languages
1 28 (60.87%) SQL
2 6 (13.04%) T-SQL
3 3 (6.52%) Java
4 2 (4.35%) Python
4 2 (4.35%) Scala
5 1 (2.17%) C#
5 1 (2.17%) Perl
5 1 (2.17%) PL/SQL
5 1 (2.17%) VBA
Qualifications
1 3 (6.52%) Degree
2 2 (4.35%) ISEB
3 1 (2.17%) PMI Certification
3 1 (2.17%) PMP
Quality Assurance & Compliance
1 12 (26.09%) Data Quality
1 12 (26.09%) EMIR
1 12 (26.09%) MiFID
2 8 (17.39%) GDPR
2 8 (17.39%) ISO/IEC 27001
2 8 (17.39%) PCI DSS
2 8 (17.39%) PMO
3 2 (4.35%) Dodd-Frank
3 2 (4.35%) QA
4 1 (2.17%) COBIT
4 1 (2.17%) ISO/IEC 19770
4 1 (2.17%) Sarbanes-Oxley
4 1 (2.17%) SLA
System Software
1 1 (2.17%) HDFS
Systems Management
1 2 (4.35%) HP Quality Center
2 1 (2.17%) Oozie
Vendors
1 7 (15.22%) Cognizant
2 3 (6.52%) Oracle
3 2 (4.35%) Murex
3 2 (4.35%) Serena
4 1 (2.17%) Adobe
4 1 (2.17%) Apple
4 1 (2.17%) Callidus
4 1 (2.17%) Cognos
4 1 (2.17%) Hyperion
4 1 (2.17%) Informatica
4 1 (2.17%) Microsoft
4 1 (2.17%) Reuters
4 1 (2.17%) Symantec
4 1 (2.17%) Tableau
Milton Keynes, Buckinghamshire
Northern Recruitment Group
Salary: From £31,000 to £40,000 per annum
Posted: Yesterday
Milton Keynes, Buckinghamshire
Reed Technology
Salary: £22000 - £28000 per annum
Posted: 2 days ago
Birmingham
Michael Page Technology
Salary: £26000 - £35000 per annum + car, bonus, pension
Posted: 4 days ago
London
eFront
Salary: Competitive
Posted: 2 days ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: Up to £30,000 per annum 8% Bonus, Pension, Free Parking
Posted: 5 days ago
City, London
Harvey Nash plc
Salary: £50000 - £60000 per annum
Posted: 5 days ago
Leeds
Telefonica
Posted: 24 days ago