Period
to 14 December 2018

The following table provides summary statistics for permanent job vacancies advertised in the City of London 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 14 December 2018 with a comparison to the same period in the previous 2 years.

Data Reconciliation
Central London > City of London
6 months to
14 Dec 2018
Same period 2017 Same period 2016
Rank 336 318 343
Rank change year-on-year -18 +25 +69
Permanent jobs citing Data Reconciliation 4 17 4
As % of all permanent IT jobs advertised in the City of London 0.038% 0.16% 0.035%
As % of the Processes & Methodologies category 0.041% 0.18% 0.039%
Number of salaries quoted 4 17 4
City of London median annual salary £52,169 £50,000 £57,500
Median salary % change year-on-year +4.34% -13.04% +9.52%
10th Percentile £49,337 £46,750 £47,250
90th Percentile £65,375 £63,500 £62,500
Central London median annual salary £52,169 £50,000 £57,500
% change year-on-year +4.34% -13.04% +9.52%

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 City of London with a requirement for process or methodology skills.

All Process and Methodology Skills
City of London
Permanent vacancies with a requirement for process or methodology skills 9,789 9,638 10,311
As % of all permanent IT jobs advertised in the City of London 91.86% 92.93% 90.99%
Number of salaries quoted 8,760 8,697 9,390
City of London median annual salary £65,000 £60,000 £59,500
Median salary % change year-on-year +8.33% +0.84% +3.48%
10th Percentile £36,750 £36,250 £35,000
90th Percentile £95,000 £95,000 £90,000
Central London median annual salary £65,000 £60,000 £57,500
% change year-on-year +8.33% +4.35% -

Data Reconciliation
Job Vacancy Trend in the City of London

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

Job vacancy trend for Data Reconciliation in the City of London

Data Reconciliation
Salary Trend in the City of London

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

Salary trend for Data Reconciliation in the City of London

Data Reconciliation
Salary Histogram in the City of London

The salary distribution of IT jobs citing Data Reconciliation in the City of London over the 6 months to 14 December 2018.

Salary histogram for Data Reconciliation in the City of London

For the 6 months to 14 December 2018, IT jobs citing Data Reconciliation also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the City of London region with a requirement for Data Reconciliation.

1 3 (75.00%) SQL
1 3 (75.00%) Data Analysis
2 2 (50.00%) HDFS
2 2 (50.00%) DevOps
2 2 (50.00%) Mentoring
2 2 (50.00%) Coaching
2 2 (50.00%) Apache Spark
2 2 (50.00%) Spark SQL
2 2 (50.00%) Spark Streaming
2 2 (50.00%) Data Engineering
2 2 (50.00%) Agile Software Development
2 2 (50.00%) Java
2 2 (50.00%) Finance
2 2 (50.00%) Oracle
2 2 (50.00%) Unix
2 2 (50.00%) Python
2 2 (50.00%) ETL
2 2 (50.00%) Use Case
2 2 (50.00%) Data Integration
2 2 (50.00%) Scala
2 2 (50.00%) Hadoop
2 2 (50.00%) Apache Hive
2 2 (50.00%) MongoDB
2 2 (50.00%) Apache Cassandra
2 2 (50.00%) NoSQL
2 2 (50.00%) HBase
2 2 (50.00%) Machine Learning
2 2 (50.00%) Big Data
2 2 (50.00%) Hortonworks
2 2 (50.00%) Cloudera

Data Reconciliation
Co-occurring IT Skills in the City of London 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 2 (50.00%) Apache Spark
Applications
1 1 (25.00%) Microsoft PowerPoint
Cloud Services
1 2 (50.00%) GitHub
Database & Business Intelligence
1 2 (50.00%) Apache Cassandra
1 2 (50.00%) Apache Hive
1 2 (50.00%) Big Data
1 2 (50.00%) Hadoop
1 2 (50.00%) HBase
1 2 (50.00%) MongoDB
1 2 (50.00%) NoSQL
1 2 (50.00%) Spark SQL
1 2 (50.00%) Sqoop
2 1 (25.00%) Data Warehouse
2 1 (25.00%) SQL Server Integration Services
General
1 2 (50.00%) Finance
2 1 (25.00%) Back Office
2 1 (25.00%) Romanian Language
Job Titles
1 2 (50.00%) Analyst
1 2 (50.00%) Big Data Engineer
1 2 (50.00%) Data Engineer
1 2 (50.00%) Python Engineer
2 1 (25.00%) Business Analyst
2 1 (25.00%) Business Intelligence Analyst
2 1 (25.00%) Business Intelligence Consultant
2 1 (25.00%) Consultant
Libraries, Frameworks & Software Standards
1 2 (50.00%) Kafka
1 2 (50.00%) Spark Streaming
Miscellaneous
1 1 (25.00%) Analytical Skills
Operating Systems
1 2 (50.00%) Unix
Processes & Methodologies
1 3 (75.00%) Data Analysis
2 2 (50.00%) Agile Software Development
2 2 (50.00%) Analytics
2 2 (50.00%) Coaching
2 2 (50.00%) Data Engineering
2 2 (50.00%) Data Integration
2 2 (50.00%) Data Transformation
2 2 (50.00%) DevOps
2 2 (50.00%) ETL
2 2 (50.00%) Machine Learning
2 2 (50.00%) Mentoring
2 2 (50.00%) Use Case
3 1 (25.00%) Business Analysis
3 1 (25.00%) Business Intelligence
3 1 (25.00%) Dashboard Development
3 1 (25.00%) Migration
3 1 (25.00%) Portfolio Management
3 1 (25.00%) Project Management
3 1 (25.00%) Quality Management
3 1 (25.00%) Validation
Programming Languages
1 3 (75.00%) SQL
2 2 (50.00%) Java
2 2 (50.00%) Python
2 2 (50.00%) Scala
3 1 (25.00%) VBA
Quality Assurance & Compliance
1 1 (25.00%) Data Quality
1 1 (25.00%) EMIR
1 1 (25.00%) MiFID
System Software
1 2 (50.00%) Apache Flume
1 2 (50.00%) HDFS
Systems Management
1 2 (50.00%) Oozie
Vendors
1 2 (50.00%) Cloudera
1 2 (50.00%) Hortonworks
1 2 (50.00%) Oracle
2 1 (25.00%) Tableau