Data Reconciliation
UK

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 6 months to 26 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
26 Apr 2024
Same period 2023 Same period 2022
Rank 850 973 1162
Rank change year-on-year +123 +189 -311
Permanent jobs citing Data Reconciliation 44 20 50
As % of all permanent jobs advertised in the UK 0.045% 0.019% 0.032%
As % of the Processes & Methodologies category 0.052% 0.020% 0.034%
Number of salaries quoted 18 11 38
10th Percentile £47,500 £38,750 £45,000
25th Percentile £62,500 £45,625 £47,500
Median annual salary (50th Percentile) £72,500 £57,500 £58,750
Median % change year-on-year +26.09% -2.13% +38.24%
75th Percentile £155,665 £68,750 £70,000
90th Percentile - £71,250 £73,250
UK excluding London median annual salary £65,000 - £45,000
% change year-on-year - - +20.00%

All Process and Methodology Skills
UK

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 with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 84,460 100,219 147,325
As % of all permanent jobs advertised in the UK 86.03% 95.64% 95.59%
Number of salaries quoted 59,759 58,822 83,132
10th Percentile £29,000 £34,000 £33,500
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £62,000 £60,000
Median % change year-on-year -11.29% +3.33% +9.09%
75th Percentile £72,500 £82,500 £80,000
90th Percentile £92,500 £100,000 £96,250
UK excluding London median annual salary £50,000 £55,000 £52,500
% change year-on-year -9.09% +4.76% +9.38%

Data Reconciliation
Job Vacancy Trend

Job postings citing Data Reconciliation as a proportion of all IT jobs advertised.

Job vacancy trend for Data Reconciliation in the UK

Data Reconciliation
Salary Trend

3-month moving average salary quoted in jobs citing Data Reconciliation.

Salary trend for Data Reconciliation in the UK

Data Reconciliation
Salary Histogram

Salary distribution for jobs citing Data Reconciliation over the 6 months to 26 April 2024.

Salary histogram for Data Reconciliation 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 6 months to 26 April 2024. 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
Jobs
UK excluding London +27 37 £65,000 - 4
England +124 23 £72,500 +26.09% 7
Scotland - 19 £87,500 -
Work from Home +92 13 £149,601 +130.15% 4
South West - 12 £149,601 - 1
London +137 6 £95,000 +65.22% 3
Yorkshire - 6 £50,000 -
North of England - 6 £50,000 - 2
Wales - 2 £65,000 -
East of England - 1 £62,000 -

Data Reconciliation
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 24 (54.55%) Apache Spark
2 1 (2.27%) Apache Pulsar
2 1 (2.27%) Oracle SOA Suite
Applications
1 2 (4.55%) Microsoft Excel
Business Applications
1 1 (2.27%) Oracle EBS
Cloud Services
1 21 (47.73%) AWS
2 6 (13.64%) GCP
3 5 (11.36%) Azure
3 5 (11.36%) OCI
3 5 (11.36%) Power Platform
4 2 (4.55%) Azure DevOps
4 2 (4.55%) Contentsquare
4 2 (4.55%) Google Analytics
5 1 (2.27%) npm
5 1 (2.27%) Yarn
Communications & Networking
1 18 (40.91%) DSL
Database & Business Intelligence
1 24 (54.55%) Big Data
1 24 (54.55%) Data Lake
2 22 (50.00%) MongoDB
3 18 (40.91%) DB2
3 18 (40.91%) Tableau
4 11 (25.00%) Data Warehouse
5 9 (20.45%) Relational Database
6 7 (15.91%) SQL Server
7 6 (13.64%) BigQuery
7 6 (13.64%) Flink
7 6 (13.64%) Hadoop
8 5 (11.36%) Power BI
9 4 (9.09%) Metadata
10 3 (6.82%) BusinessObjects
Development Applications
1 4 (9.09%) Oracle Forms
2 1 (2.27%) Ant
2 1 (2.27%) Eclipse
2 1 (2.27%) Git
2 1 (2.27%) IntelliJ
2 1 (2.27%) Jenkins
2 1 (2.27%) Maven
2 1 (2.27%) Mercurial
2 1 (2.27%) SonarQube
2 1 (2.27%) Team Foundation Server
2 1 (2.27%) Visual Studio Code
General
1 31 (70.45%) Analytical Skills
1 31 (70.45%) Finance
2 23 (52.27%) Law
3 22 (50.00%) Banking
4 20 (45.45%) Marketing
5 18 (40.91%) Financial Institution
5 18 (40.91%) Inclusion and Diversity
5 18 (40.91%) Investment Banking
6 4 (9.09%) Influencing Skills
7 2 (4.55%) Retail
8 1 (2.27%) Back Office
Job Titles
1 18 (40.91%) Data Engineer
1 18 (40.91%) Software Engineering Director
2 6 (13.64%) Head of Engineering
3 5 (11.36%) Cloud Specialist
3 5 (11.36%) Oracle Payroll Specialist
3 5 (11.36%) Oracle Specialist
3 5 (11.36%) Test Engineer
4 3 (6.82%) Analyst
4 3 (6.82%) Architect
4 3 (6.82%) Data Architect
4 3 (6.82%) Data Manager
4 3 (6.82%) Test Automation Engineer
5 2 (4.55%) Digital Analyst
5 2 (4.55%) Performance Architect
5 2 (4.55%) Report Analyst
5 2 (4.55%) Solutions Architect
6 1 (2.27%) Data Migration Lead
6 1 (2.27%) Lead
6 1 (2.27%) Migration Analyst
6 1 (2.27%) Senior
Libraries, Frameworks & Software Standards
1 23 (52.27%) Kafka
2 6 (13.64%) Apache Beam
3 1 (2.27%) AngularJS
3 1 (2.27%) Express.js
3 1 (2.27%) MEAN Stack
3 1 (2.27%) MERN Stack
3 1 (2.27%) Node.js
3 1 (2.27%) Oracle Fusion
3 1 (2.27%) React
3 1 (2.27%) RESTful
Miscellaneous
1 24 (54.55%) Cloud Native
2 18 (40.91%) Management Information System
2 18 (40.91%) Product Ownership
2 18 (40.91%) Public Cloud
3 7 (15.91%) Data Structures
4 6 (13.64%) Algorithms
5 2 (4.55%) Greenfield Project
5 2 (4.55%) Marketing Technology
6 1 (2.27%) Virtual Team
Operating Systems
1 1 (2.27%) Linux
1 1 (2.27%) Solaris
1 1 (2.27%) Unix
Processes & Methodologies
1 30 (68.18%) Agile
2 28 (63.64%) Data Modelling
3 27 (61.36%) Data Strategy
4 26 (59.09%) Business Intelligence
5 25 (56.82%) Analytics
6 24 (54.55%) Artificial Intelligence
6 24 (54.55%) CI/CD
6 24 (54.55%) Continuous Delivery
6 24 (54.55%) Data Lineage
6 24 (54.55%) Data Pipeline
6 24 (54.55%) Operational Stability
6 24 (54.55%) Software Engineering
7 23 (52.27%) Test Automation
8 22 (50.00%) Decision-Making
9 20 (45.45%) Data Analytics
9 20 (45.45%) Regression Testing
10 18 (40.91%) Asset Management
10 18 (40.91%) Business Analytics
10 18 (40.91%) Code Coverage
10 18 (40.91%) Data Analysis
Programming Languages
1 30 (68.18%) SQL
2 25 (56.82%) Java
3 24 (54.55%) Python
3 24 (54.55%) Scala
4 18 (40.91%) PL/SQL
5 4 (9.09%) Go
6 2 (4.55%) Data Analysis Expressions
7 1 (2.27%) JavaScript
7 1 (2.27%) TypeScript
Qualifications
1 6 (13.64%) Degree
2 2 (4.55%) ISTQB
Quality Assurance & Compliance
1 18 (40.91%) SLA
2 3 (6.82%) Data Quality
2 3 (6.82%) GDPR
2 3 (6.82%) QA
System Software
1 7 (15.91%) Docker
Systems Management
1 25 (56.82%) Kubernetes
2 1 (2.27%) Hadoop YARN
Vendors
1 31 (70.45%) Oracle
2 19 (43.18%) Sybase
3 18 (40.91%) Alteryx
3 18 (40.91%) Cognos
3 18 (40.91%) Databricks
4 6 (13.64%) Teradata
5 3 (6.82%) SAP
6 2 (4.55%) Google
6 2 (4.55%) TikTok