Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the City of London with a requirement for Data Migration skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Migration over the 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Data Migration
Central London > City of London
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 264 288 258
Rank change year-on-year +24 -30 +99
Permanent jobs citing Data Migration 57 60 150
As % of all permanent IT jobs advertised in the City of London 0.56% 0.52% 0.88%
As % of the Processes & Methodologies category 0.62% 0.58% 0.99%
Number of salaries quoted 43 56 120
City of London median annual salary £57,500 £57,552 £62,500
Median salary % change year-on-year -0.09% -7.92% +4.17%
10th Percentile £42,750 £40,000 £37,500
90th Percentile £91,250 £93,750 £115,000
Central London median annual salary £56,000 £57,500 £61,250
% change year-on-year -2.61% -6.12% +2.08%

Data Migration 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 9214 10414 15148
As % of all permanent IT jobs advertised in the City of London 90.12% 89.41% 89.15%
Number of salaries quoted 8320 9490 13129
City of London median annual salary £60,000 £60,000 £57,500
Median salary % change year-on-year - +4.35% +4.55%
10th Percentile £36,250 £35,000 £33,750
90th Percentile £95,000 £90,000 £87,500
Central London median annual salary £60,000 £57,500 £57,500
% change year-on-year +4.35% - +4.55%

Data Migration
Job Vacancy Trend in the City of London

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

Job vacancy trend for Data Migration in the City of London

Data Migration
Salary Trend in the City of London

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

Salary trend for Data Migration in the City of London

Data Migration
Salary Histogram in the City of London

The salary distribution of IT jobs citing Data Migration in the City of London over the 6 months to 23 November 2017.

Salary histogram for Data Migration in the City of London

For the 6 months to 23 November 2017, IT jobs citing Data Migration also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the City of London region with a requirement for Data Migration.

1 57 (100.00%) Migration
2 23 (40.35%) Finance
3 18 (31.58%) Agile Software Development
4 16 (28.07%) Salesforce.com
4 16 (28.07%) Analytics
5 12 (21.05%) CRM
5 12 (21.05%) ETL
5 12 (21.05%) PMO
6 11 (19.30%) Data Modelling
7 10 (17.54%) Project Management
7 10 (17.54%) SQL
7 10 (17.54%) SQL Server
7 10 (17.54%) Data Analysis
8 9 (15.79%) Business Analysis
8 9 (15.79%) Visualforce
8 9 (15.79%) Apex Code
8 9 (15.79%) Data Quality
8 9 (15.79%) Data Analytics
9 8 (14.04%) Data Mapping
9 8 (14.04%) IT Strategy
9 8 (14.04%) Analytical Skills
9 8 (14.04%) Data Management
9 8 (14.04%) Banking
10 7 (12.28%) Oracle
10 7 (12.28%) Business Intelligence
10 7 (12.28%) Middleware
11 6 (10.53%) Service Management
11 6 (10.53%) Data Warehouse
11 6 (10.53%) Validation
11 6 (10.53%) People Management

Data Migration
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 5 (8.77%) SharePoint
2 4 (7.02%) Apache
3 3 (5.26%) Apache Spark
4 2 (3.51%) SAS
5 1 (1.75%) Skype for Business
Applications
1 5 (8.77%) Microsoft Excel
2 1 (1.75%) Microsoft Office
Business Applications
1 4 (7.02%) Salesforce.com CRM
2 1 (1.75%) Dynamics AX
2 1 (1.75%) Dynamics CRM
2 1 (1.75%) SAP CRM
Cloud Services
1 5 (8.77%) FinancialForce
1 5 (8.77%) Force.com
2 3 (5.26%) Google Cloud Platform
3 2 (3.51%) Amazon AWS
3 2 (3.51%) Dynamics 365
3 2 (3.51%) SaaS
4 1 (1.75%) Microsoft Azure
4 1 (1.75%) Office 365
Database & Business Intelligence
1 10 (17.54%) SQL Server
2 6 (10.53%) Data Warehouse
2 6 (10.53%) Hadoop
3 5 (8.77%) Big Data
4 4 (7.02%) SQL Server Reporting Services
5 3 (5.26%) Apache Hive
5 3 (5.26%) BigQuery
5 3 (5.26%) Data Lake
5 3 (5.26%) MySQL
5 3 (5.26%) SQL Server Analysis Services
6 2 (3.51%) SQL Server Integration Services
7 1 (1.75%) BusinessObjects
7 1 (1.75%) Enterprise Data Warehouse
7 1 (1.75%) MS Access
7 1 (1.75%) OLAP
7 1 (1.75%) Power BI
7 1 (1.75%) QlikView
7 1 (1.75%) RDBMS
7 1 (1.75%) Spotfire
7 1 (1.75%) SQL Server 2008
Development Applications
1 3 (5.26%) PHPUnit
2 2 (3.51%) Phing
3 1 (1.75%) SQL Server Management Studio (SSMS)
General
1 23 (40.35%) Finance
2 8 (14.04%) Banking
3 5 (8.77%) Back Office
4 4 (7.02%) Retail
5 2 (3.51%) Advertising
5 2 (3.51%) Billing
5 2 (3.51%) Games
6 1 (1.75%) Investment Banking
6 1 (1.75%) Law
6 1 (1.75%) Marketing
Job Titles
1 15 (26.32%) Analyst
2 12 (21.05%) Business Analyst
3 11 (19.30%) Architect
3 11 (19.30%) Developer
4 8 (14.04%) Data Architect
5 6 (10.53%) Data Analyst
5 6 (10.53%) Product Specialist
5 6 (10.53%) Senior Data Warehouse Specialist
6 5 (8.77%) Administrator
6 5 (8.77%) Data Business Analyst
6 5 (8.77%) Data Migration Analyst
6 5 (8.77%) Data Migration Business Analyst
6 5 (8.77%) Migration Analyst
6 5 (8.77%) Project Manager
6 5 (8.77%) Salesforce Developer
7 4 (7.02%) Salesforce Administrator
7 4 (7.02%) Senior Salesforce Administrator
8 3 (5.26%) Data Migration Architect
8 3 (5.26%) IT Analyst
8 3 (5.26%) Migration Architect
Libraries, Frameworks & Software Standards
1 9 (15.79%) Visualforce
2 7 (12.28%) Middleware
3 5 (8.77%) LAMP
3 5 (8.77%) XML
4 3 (5.26%) RabbitMQ
4 3 (5.26%) Symfony
4 3 (5.26%) ZeroMQ
5 2 (3.51%) FIX Protocol
5 2 (3.51%) jQuery
5 2 (3.51%) Oracle Fusion
5 2 (3.51%) Regular Expression
5 2 (3.51%) SOAP
5 2 (3.51%) Web Services
6 1 (1.75%) Apache Flex
6 1 (1.75%) JMS
6 1 (1.75%) JSON
6 1 (1.75%) WSDL
6 1 (1.75%) XML Messaging
6 1 (1.75%) XSD
6 1 (1.75%) XSLT
Miscellaneous
1 8 (14.04%) Analytical Skills
2 6 (10.53%) Data Centre
3 4 (7.02%) Fintech
4 3 (5.26%) Enterprise Software
5 2 (3.51%) Computer Science
5 2 (3.51%) Data Structures
5 2 (3.51%) Equities
5 2 (3.51%) Fixed Income
5 2 (3.51%) SWIFT
6 1 (1.75%) BYOD
6 1 (1.75%) Management Information System
Operating Systems
1 3 (5.26%) Linux
2 1 (1.75%) Windows
2 1 (1.75%) Windows 10
2 1 (1.75%) Windows 7
2 1 (1.75%) Windows 8
Processes & Methodologies
1 57 (100.00%) Migration
2 18 (31.58%) Agile Software Development
3 16 (28.07%) Analytics
4 12 (21.05%) CRM
4 12 (21.05%) ETL
5 11 (19.30%) Data Modelling
6 10 (17.54%) Data Analysis
6 10 (17.54%) Project Management
7 9 (15.79%) Business Analysis
7 9 (15.79%) Data Analytics
8 8 (14.04%) Data Management
8 8 (14.04%) Data Mapping
8 8 (14.04%) IT Strategy
9 7 (12.28%) Business Intelligence
10 6 (10.53%) Data Cleansing
10 6 (10.53%) People Management
10 6 (10.53%) Service Management
10 6 (10.53%) Validation
11 5 (8.77%) Data Enrichment
11 5 (8.77%) Master Data Management
Programming Languages
1 10 (17.54%) SQL
2 9 (15.79%) Apex Code
3 5 (8.77%) PHP
4 3 (5.26%) Bash Shell
5 2 (3.51%) JavaScript
5 2 (3.51%) Perl
5 2 (3.51%) Python
5 2 (3.51%) R
5 2 (3.51%) Ruby
5 2 (3.51%) T-SQL
6 1 (1.75%) C#
6 1 (1.75%) Java
6 1 (1.75%) PowerShell
Qualifications
1 2 (3.51%) Security Cleared
2 1 (1.75%) Degree
2 1 (1.75%) DV Cleared
2 1 (1.75%) Numerate Degree
2 1 (1.75%) SC Cleared
Quality Assurance & Compliance
1 12 (21.05%) PMO
2 9 (15.79%) Data Quality
3 2 (3.51%) ISO/IEC 27001
3 2 (3.51%) PCI DSS
3 2 (3.51%) QA
4 1 (1.75%) DICOM
4 1 (1.75%) GDPR
4 1 (1.75%) HL7
System Software
1 3 (5.26%) HDFS
Systems Management
1 1 (1.75%) Ansible
1 1 (1.75%) NetBackup
1 1 (1.75%) Opscode Chef
Vendors
1 16 (28.07%) Salesforce.com
2 7 (12.28%) Oracle
3 3 (5.26%) Google
3 3 (5.26%) Microsoft
4 2 (3.51%) Sybase
5 1 (1.75%) Ab Initio
5 1 (1.75%) Callidus
5 1 (1.75%) Cloudera
5 1 (1.75%) Guidewire
5 1 (1.75%) Hitachi
5 1 (1.75%) Informatica
5 1 (1.75%) Netezza
5 1 (1.75%) SaltStack
5 1 (1.75%) SAP
5 1 (1.75%) Tableau
5 1 (1.75%) Teradata