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 18 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
18 Jan 2017
Same period 2016 Same period 2015
Data Reconciliation
UK
Rank 828 900 933
Rank change year-on-year
+72 +33
Permanent jobs citing Data Reconciliation 17 27 14
As % of all permanent IT jobs located in the UK 0.020% 0.027% 0.014%
As % of the Processes & Methodologies category 0.023% 0.031% 0.016%
Number of salaries quoted 16 27 13
Median salary £61,250 £33,000 £47,500
Median salary % change year-on-year
+85.60% -30.52%
90% offered a salary of more than £41,250 £32,500 £32,500
10% offered a salary of more than £90,000 £64,000 £57,600
UK excluding London median salary £30,000 £33,000 £35,000
% change year-on-year
-9.09% -5.71%

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
74108 87810 88690
As % of all permanent IT jobs located in the UK 88.15% 87.70% 86.04%
Number of salaries quoted 61013 73052 73139
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £32,500 £31,000
10% offered a salary of more than £76,000 £72,500 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 18 January 2017 within the UK.

Data Reconciliation Salary Histogram in the UK

Data Reconciliation
Top 10 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 18 January 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 +65 17 £61,250 +85.60% 1
London +59 15 £62,500 +42.85%
City of London - 7 £60,000 -
South East +45 2 £30,000 -25.00%
Buckinghamshire +12 1 £30,000 -25.00%
Milton Keynes +10 1 £30,000 -25.00%
Staines - 1 - -
Surrey - 1 - -
Canary Wharf - 1 £65,000 -
Bromley - 1 £92,500 -

Data Reconciliation
Top 30 Related IT Skills

For the 6 months to 18 January 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 32 (68.09%) Finance
2 29 (61.70%) SQL
3 25 (53.19%) Data Analysis
4 23 (48.94%) Analytical Skills
5 18 (38.30%) Validation
6 14 (29.79%) Data Modelling
7 13 (27.66%) SAP
8 12 (25.53%) PL/SQL
8 12 (25.53%) Data Quality
8 12 (25.53%) Test Scripting
9 11 (23.40%) Oracle
9 11 (23.40%) Quality Management
10 10 (21.28%) Financial Institution
10 10 (21.28%) Java
11 9 (19.15%) Back Office
11 9 (19.15%) Hadoop
12 8 (17.02%) Base SAS
12 8 (17.02%) EMIR
12 8 (17.02%) MS PowerPoint
12 8 (17.02%) MiFID
12 8 (17.02%) Banking
12 8 (17.02%) Project Management
12 8 (17.02%) T-SQL
12 8 (17.02%) SAS
13 7 (14.89%) Kerberos
13 7 (14.89%) CISSP
13 7 (14.89%) PMP
13 7 (14.89%) .NET
13 7 (14.89%) LDAP
13 7 (14.89%) WebLogic

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 8 (17.02%) SAS
2 7 (14.89%) Apache
2 7 (14.89%) IIS
2 7 (14.89%) JBoss
2 7 (14.89%) Tomcat
2 7 (14.89%) WebLogic
3 1 (2.13%) Apache Solr
3 1 (2.13%) Apache Spark
3 1 (2.13%) NetWeaver
Applications
1 8 (17.02%) MS PowerPoint
2 5 (10.64%) MS Excel
Business Applications
1 7 (14.89%) SAP HR
2 4 (8.51%) Oracle Applications
3 1 (2.13%) SAP BPC
Cloud Services
1 3 (6.38%) SaaS
Communications & Networking
1 7 (14.89%) Kerberos
1 7 (14.89%) LDAP
Database & Business Intelligence
1 9 (19.15%) Hadoop
2 8 (17.02%) Base SAS
3 4 (8.51%) Data Warehouse
3 4 (8.51%) Enterprise Data Warehouse
3 4 (8.51%) SAP Data Services
3 4 (8.51%) Star Schema
4 3 (6.38%) SQL Server
5 1 (2.13%) Apache Hive
5 1 (2.13%) Big Data
5 1 (2.13%) BusinessObjects
5 1 (2.13%) BusinessObjects Business Intelligence
5 1 (2.13%) HBase
5 1 (2.13%) Impala
5 1 (2.13%) MS Access
5 1 (2.13%) OLAP
5 1 (2.13%) Relational Database
General
1 32 (68.09%) Finance
2 10 (21.28%) Financial Institution
3 9 (19.15%) Back Office
4 8 (17.02%) Banking
5 1 (2.13%) French Language
Job Titles
1 22 (46.81%) Analyst
2 13 (27.66%) Data Analyst
3 12 (25.53%) SQL Analyst
3 12 (25.53%) SQL Data Analyst
4 7 (14.89%) Asset Management Analyst
4 7 (14.89%) Configuration Analyst
4 7 (14.89%) Configuration Management Analyst
5 6 (12.77%) Consultant
5 6 (12.77%) Developer
5 6 (12.77%) Professional Services Consultant
6 5 (10.64%) Java Engineer
7 4 (8.51%) Financial Analyst
7 4 (8.51%) Senior Java Engineer
7 4 (8.51%) Service Analyst
8 3 (6.38%) Business Analyst
8 3 (6.38%) Finance Manager
8 3 (6.38%) Oracle Developer
8 3 (6.38%) Product Manager
8 3 (6.38%) Technical Manager
8 3 (6.38%) Technical Product Manager
Libraries, Frameworks & Software Standards
1 7 (14.89%) .NET
1 7 (14.89%) SAML
1 7 (14.89%) SPNEGO
1 7 (14.89%) Web Services
1 7 (14.89%) XACML
2 1 (2.13%) Apache Avro
Miscellaneous
1 23 (48.94%) Analytical Skills
2 7 (14.89%) CMDB
2 7 (14.89%) Computer Science
2 7 (14.89%) Data Extraction
2 7 (14.89%) PKI
3 4 (8.51%) Reference Data
4 3 (6.38%) Fintech
4 3 (6.38%) User Experience
5 1 (2.13%) Data Protection Act
5 1 (2.13%) Data Structures
Operating Systems
1 3 (6.38%) Linux
2 2 (4.26%) Windows
Processes & Methodologies
1 25 (53.19%) Data Analysis
2 18 (38.30%) Validation
3 14 (29.79%) Data Modelling
4 12 (25.53%) Test Scripting
5 11 (23.40%) Quality Management
6 8 (17.02%) Project Management
7 7 (14.89%) Configuration Management
7 7 (14.89%) Continuous Improvement
7 7 (14.89%) Identity Management
7 7 (14.89%) ITIL
7 7 (14.89%) Multi-Factor Authentication
7 7 (14.89%) Multithreading
7 7 (14.89%) PRINCE2
7 7 (14.89%) Risk Management
7 7 (14.89%) Secure Coding
7 7 (14.89%) Service Management
7 7 (14.89%) Supplier Management
7 7 (14.89%) Two-Factor Authentication
8 6 (12.77%) Business Analysis
9 5 (10.64%) Software Delivery
Programming Languages
1 29 (61.70%) SQL
2 12 (25.53%) PL/SQL
3 10 (21.28%) Java
4 8 (17.02%) T-SQL
5 3 (6.38%) Scala
6 1 (2.13%) Python
6 1 (2.13%) VBA
Qualifications
1 7 (14.89%) CEH
1 7 (14.89%) CISA
1 7 (14.89%) CISM
1 7 (14.89%) CISSP
1 7 (14.89%) Degree
1 7 (14.89%) PMP
2 6 (12.77%) PMI Certification
Quality Assurance & Compliance
1 12 (25.53%) Data Quality
2 8 (17.02%) EMIR
2 8 (17.02%) MiFID
3 7 (14.89%) COBIT
4 5 (10.64%) QA
System Software
1 7 (14.89%) Active Directory
2 1 (2.13%) HDFS
Systems Management
1 1 (2.13%) Oozie
Vendors
1 13 (27.66%) SAP
2 11 (23.40%) Oracle
3 4 (8.51%) Informatica
3 4 (8.51%) Microsoft
4 1 (2.13%) Cognos
4 1 (2.13%) GoldenSource