Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in 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 21 November 2017 with a comparison to the same period in the previous 2 years.

Data Migration
England > London
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 427 390 406
Rank change year-on-year -37 +16 +57
Permanent jobs citing Data Migration 477 581 669
As % of all permanent IT jobs advertised in London 0.63% 0.77% 0.76%
As % of the Processes & Methodologies category 0.69% 0.85% 0.84%
Number of salaries quoted 300 477 523
London median annual salary £55,000 £60,000 £62,500
Median salary % change year-on-year -8.33% -4.00% +8.70%
10th Percentile £36,750 £37,500 £38,750
90th Percentile £96,250 £90,000 £100,000
England median annual salary £52,500 £52,500 £52,500

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 London with a requirement for process or methodology skills.

All Process and Methodology Skills
London
Permanent vacancies with a requirement for process or methodology skills 69206 68595 79293
As % of all permanent IT jobs advertised in London 91.60% 90.64% 89.56%
Number of salaries quoted 53267 59094 66809
London median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% -
10th Percentile £35,000 £33,750 £33,000
90th Percentile £90,000 £88,750 £86,250
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Data Migration
Job Vacancy Trend in London

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

Job vacancy trend for Data Migration in London

Data Migration
Salary Trend in London

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

Salary trend for Data Migration in London

Data Migration
Salary Histogram in London

The salary distribution of IT jobs citing Data Migration in London over the 6 months to 21 November 2017.

Salary histogram for Data Migration in London

Data Migration
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Migration within the London region over the 6 months to 21 November 2017. 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
Job
Vacancies
Central London +1 79 £55,000 -4.35% 11
West London +20 39 £50,000 -4.76% 4
South London -14 6 £39,500 -7.06%
East London -4 3 £57,500 +53.33%
North London -8 2 £53,000 -3.64%
Data Migration
England

For the 6 months to 21 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 London region with a requirement for Data Migration.

1 477 (100.00%) Migration
2 186 (38.99%) Finance
3 157 (32.91%) SQL
4 110 (23.06%) SQL Server
5 100 (20.96%) Oracle
5 100 (20.96%) Agile Software Development
6 87 (18.24%) Business Intelligence
7 85 (17.82%) Microsoft
7 85 (17.82%) Analytical Skills
8 80 (16.77%) Banking
9 77 (16.14%) Analytics
10 76 (15.93%) CRM
11 74 (15.51%) Project Management
12 73 (15.30%) .NET
13 66 (13.84%) Java
14 65 (13.63%) Degree
15 64 (13.42%) Workflow
15 64 (13.42%) DevOps
16 63 (13.21%) Asset Management
17 62 (13.00%) SQL Server Integration Services
18 60 (12.58%) ETL
19 58 (12.16%) Data Modelling
20 57 (11.95%) Data Warehouse
20 57 (11.95%) Business Analysis
20 57 (11.95%) Wealth Management
21 53 (11.11%) SOA
21 53 (11.11%) Amazon AWS
22 52 (10.90%) Salesforce.com
23 51 (10.69%) Investment Banking
24 49 (10.27%) Retail

Data Migration
Co-occurring IT Skills in 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 33 (6.92%) SharePoint
2 29 (6.08%) Oracle SOA Suite
3 21 (4.40%) Oracle Workflow
4 11 (2.31%) Confluence
5 8 (1.68%) Apache
6 5 (1.05%) Apache Spark
6 5 (1.05%) OpenStack
6 5 (1.05%) WebSphere
7 4 (0.84%) BizTalk Server
7 4 (0.84%) SharePoint Server
7 4 (0.84%) WebSphere Portal
8 3 (0.63%) CMS
8 3 (0.63%) Elasticsearch
9 2 (0.42%) SAS
10 1 (0.21%) Moodle
10 1 (0.21%) MS Exchange
10 1 (0.21%) SharePoint 2013
10 1 (0.21%) Skype for Business
10 1 (0.21%) Tomcat
10 1 (0.21%) Umbraco
Applications
1 21 (4.40%) Microsoft Excel
1 21 (4.40%) Microsoft Office
2 2 (0.42%) Microsoft Project
3 1 (0.21%) Microsoft PowerPoint
3 1 (0.21%) MS Visio
3 1 (0.21%) SPSS
Business Applications
1 33 (6.92%) Dynamics CRM
2 29 (6.08%) Oracle EBS
3 13 (2.73%) Oracle EBS R12
4 11 (2.31%) Dynamics AX
4 11 (2.31%) Oracle ERP
4 11 (2.31%) Oracle HRMS
4 11 (2.31%) Salesforce.com CRM
5 10 (2.10%) SAP HCM
5 10 (2.10%) Temenos T24
6 9 (1.89%) Dynamics NAV
6 9 (1.89%) Oracle Procure-to-Pay
7 8 (1.68%) Unit4 Business World
8 6 (1.26%) NetSuite
9 5 (1.05%) Endur
10 4 (0.84%) Oracle BPM
10 4 (0.84%) SAP CRM
10 4 (0.84%) SAP S/4HANA
11 3 (0.63%) CSG Singleview
11 3 (0.63%) Findur
11 3 (0.63%) Oracle Applications
Cloud Services
1 53 (11.11%) Amazon AWS
2 31 (6.50%) Microsoft Azure
3 28 (5.87%) Amazon EMR
4 17 (3.56%) Force.com
5 16 (3.35%) SaaS
6 15 (3.14%) Taleo
7 14 (2.94%) Dynamics 365
8 13 (2.73%) Google Cloud Platform
9 12 (2.52%) Azure Data Factory
9 12 (2.52%) Cortana Intelligence Suite
9 12 (2.52%) Office 365
9 12 (2.52%) PaaS
10 10 (2.10%) Amazon EC2
10 10 (2.10%) IaaS
10 10 (2.10%) SuccessFactors
11 8 (1.68%) Salesforce Sales Cloud
12 6 (1.26%) Cloud Computing
13 5 (1.05%) FinancialForce
13 5 (1.05%) IBM Cloud
13 5 (1.05%) Salesforce Service Cloud
Communications & Networking
1 3 (0.63%) 5G
1 3 (0.63%) iSCSI
1 3 (0.63%) NAS
1 3 (0.63%) SAN
1 3 (0.63%) WAN
2 2 (0.42%) DNS
2 2 (0.42%) Fibre Channel
3 1 (0.21%) BGP
3 1 (0.21%) HTTP
3 1 (0.21%) HTTPS
3 1 (0.21%) IGMP
3 1 (0.21%) Internet
3 1 (0.21%) LAN
3 1 (0.21%) OSPF
3 1 (0.21%) RIP
3 1 (0.21%) SMTP
3 1 (0.21%) TCP/IP
3 1 (0.21%) VLAN
3 1 (0.21%) VoIP
Database & Business Intelligence
1 110 (23.06%) SQL Server
2 62 (13.00%) SQL Server Integration Services
3 57 (11.95%) Data Warehouse
4 40 (8.39%) Relational Database
5 36 (7.55%) SQL Server Reporting Services
6 35 (7.34%) PostgreSQL
6 35 (7.34%) SQL Server Analysis Services
7 33 (6.92%) Big Data
8 31 (6.50%) Amazon RDS
9 25 (5.24%) Oracle BI Publisher
10 24 (5.03%) Data Lake
11 23 (4.82%) MongoDB
12 21 (4.40%) NoSQL
13 19 (3.98%) Oracle Reports
14 17 (3.56%) Crystal Reports
14 17 (3.56%) RDBMS
15 16 (3.35%) Apache Cassandra
16 15 (3.14%) Oracle Discoverer
16 15 (3.14%) SQL Server 2012
17 13 (2.73%) Hadoop
Development Applications
1 18 (3.77%) Jenkins
2 13 (2.73%) Git (software)
2 13 (2.73%) JIRA
3 10 (2.10%) Bitbucket
3 10 (2.10%) SQL Server Management Studio (SSMS)
4 6 (1.26%) Cucumber
4 6 (1.26%) Mockito
4 6 (1.26%) Moq
4 6 (1.26%) PHPUnit
4 6 (1.26%) Selenium
4 6 (1.26%) Visual Studio
5 4 (0.84%) Maven
5 4 (0.84%) Oracle APEX
6 3 (0.63%) GoCD
6 3 (0.63%) Phing
6 3 (0.63%) SpecFlow
6 3 (0.63%) Subversion
6 3 (0.63%) Talend Open Studio
6 3 (0.63%) WebDriver
7 2 (0.42%) Team Foundation Server
General
1 186 (38.99%) Finance
2 80 (16.77%) Banking
3 51 (10.69%) Investment Banking
4 49 (10.27%) Retail
5 33 (6.92%) Retail Banking
6 15 (3.14%) Marketing
7 14 (2.94%) Back Office
8 13 (2.73%) Telecoms
9 11 (2.31%) Financial Institution
10 10 (2.10%) Advertising
11 9 (1.89%) Manufacturing
12 7 (1.47%) Front Office
13 5 (1.05%) Billing
14 4 (0.84%) General Ledger
15 3 (0.63%) German Language
16 2 (0.42%) Games
16 2 (0.42%) Law
16 2 (0.42%) Legal
17 1 (0.21%) French Language
17 1 (0.21%) Publishing
Job Titles
1 122 (25.58%) Analyst
2 81 (16.98%) Architect
3 78 (16.35%) Developer
4 72 (15.09%) Consultant
5 65 (13.63%) Business Analyst
6 37 (7.76%) Business IT Analyst
6 37 (7.76%) IT Analyst
7 36 (7.55%) DBA
7 36 (7.55%) IT Business Analyst
8 35 (7.34%) Data Architect
9 33 (6.92%) HR Analyst
10 32 (6.71%) HR Business Analyst
11 28 (5.87%) Data Consultant
12 26 (5.45%) SQL DBA
13 25 (5.24%) Technical Consultant
14 24 (5.03%) Data Migration Consultant
14 24 (5.03%) Migration Consultant
15 22 (4.61%) Data Analyst
16 20 (4.19%) Analyst Developer
17 19 (3.98%) Oracle Developer
Libraries, Frameworks & Software Standards
1 73 (15.30%) .NET
2 35 (7.34%) XML
3 34 (7.13%) Web Services
4 21 (4.40%) Visualforce
5 20 (4.19%) Middleware
6 19 (3.98%) Oracle Fusion
7 11 (2.31%) Mason
8 10 (2.10%) LAMP
9 9 (1.89%) J2EE
9 9 (1.89%) RESTful
9 9 (1.89%) SOAP
10 8 (1.68%) .NET Framework
10 8 (1.68%) REST
11 7 (1.47%) Spring
12 6 (1.26%) AngularJS
12 6 (1.26%) RabbitMQ
12 6 (1.26%) ZeroMQ
13 5 (1.05%) HTML5
13 5 (1.05%) Natural Language Processing
13 5 (1.05%) Symfony
Miscellaneous
1 85 (17.82%) Analytical Skills
2 42 (8.81%) Virtual Team
3 33 (6.92%) Computer Science
4 15 (3.14%) Data Centre
5 14 (2.94%) Management Information System
6 12 (2.52%) Enterprise Software
7 11 (2.31%) Data Structures
8 10 (2.10%) Hybrid Cloud
9 7 (1.47%) Public Cloud
10 6 (1.26%) BBC
10 6 (1.26%) EPoS
10 6 (1.26%) Fintech
10 6 (1.26%) New Media
10 6 (1.26%) Replication
11 5 (1.05%) NHS
12 4 (0.84%) Blog
12 4 (0.84%) Clustering
12 4 (0.84%) Equities
12 4 (0.84%) Social Media
13 3 (0.63%) EMC VNX
Operating Systems
1 46 (9.64%) Linux
2 42 (8.81%) Windows
3 39 (8.18%) Windows Server
4 16 (3.35%) Unix
5 3 (0.63%) Data ONTAP
6 2 (0.42%) Windows 7
7 1 (0.21%) CentOS
7 1 (0.21%) Mac OS X
7 1 (0.21%) Red Hat Enterprise Linux
7 1 (0.21%) Windows 10
7 1 (0.21%) Windows 8
Processes & Methodologies
1 477 (100.00%) Migration
2 100 (20.96%) Agile Software Development
3 87 (18.24%) Business Intelligence
4 77 (16.14%) Analytics
5 76 (15.93%) CRM
6 74 (15.51%) Project Management
7 64 (13.42%) DevOps
7 64 (13.42%) Workflow
8 63 (13.21%) Asset Management
9 60 (12.58%) ETL
10 58 (12.16%) Data Modelling
11 57 (11.95%) Business Analysis
11 57 (11.95%) Wealth Management
12 53 (11.11%) SOA
13 45 (9.43%) SDLC
14 43 (9.01%) Change Management
14 43 (9.01%) Data Analytics
15 39 (8.18%) Data Analysis
16 38 (7.97%) Use Case
17 36 (7.55%) Performance Management
Programming Languages
1 157 (32.91%) SQL
2 66 (13.84%) Java
3 48 (10.06%) PL/SQL
4 28 (5.87%) Apex Code
5 25 (5.24%) T-SQL
6 21 (4.40%) C#
6 21 (4.40%) JavaScript
7 15 (3.14%) Python
8 12 (2.52%) Shell Script
9 9 (1.89%) Bash Shell
10 8 (1.68%) PHP
11 7 (1.47%) Perl
11 7 (1.47%) Ruby
11 7 (1.47%) VBA
12 6 (1.26%) VB
13 5 (1.05%) C++
13 5 (1.05%) PowerShell
13 5 (1.05%) VB.NET
14 4 (0.84%) C
15 2 (0.42%) X++
Qualifications
1 65 (13.63%) Degree
2 26 (5.45%) Computer Science Degree
3 20 (4.19%) Master's Degree
4 11 (2.31%) PMP
5 10 (2.10%) Security Cleared
6 7 (1.47%) DV Cleared
7 6 (1.26%) SC Cleared
8 5 (1.05%) PMI Certification
9 3 (0.63%) ACCA
10 2 (0.42%) CBAP
10 2 (0.42%) EMCSA
10 2 (0.42%) EMCTA
10 2 (0.42%) IIBA
10 2 (0.42%) ISEB
10 2 (0.42%) NCDA
10 2 (0.42%) VERITAS Certified Professional (VCP)
10 2 (0.42%) VMware Certified Professional (VCP)
11 1 (0.21%) CTC Cleared
11 1 (0.21%) Numerate Degree
11 1 (0.21%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 43 (9.01%) Data Quality
2 13 (2.73%) PMO
3 11 (2.31%) GDPR
4 9 (1.89%) QA
5 7 (1.47%) GCP
5 7 (1.47%) ISO/IEC 27001
5 7 (1.47%) PCI DSS
6 6 (1.26%) SEPA
7 5 (1.05%) COBIT
8 3 (0.63%) DICOM
8 3 (0.63%) HL7
9 2 (0.42%) SLA
10 1 (0.21%) Dodd-Frank
10 1 (0.21%) FATCA
10 1 (0.21%) IFRS
10 1 (0.21%) IFRS 9
10 1 (0.21%) PMBOK
10 1 (0.21%) Solvency II
System Software
1 9 (1.89%) Docker
2 7 (1.47%) VMware Infrastructure
3 6 (1.26%) Active Directory
4 5 (1.05%) HDFS
5 3 (0.63%) NFS
6 2 (0.42%) Veritas Cluster Server
7 1 (0.21%) Virtual Machines
7 1 (0.21%) Virtual Servers
Systems Management
1 8 (1.68%) Ansible
1 8 (1.68%) Opscode Chef
2 5 (1.05%) Kubernetes
2 5 (1.05%) NetBackup
2 5 (1.05%) Puppet
3 3 (0.63%) EMC TimeFinder
4 2 (0.42%) DiskXtender
4 2 (0.42%) SnapMirror
5 1 (0.21%) Nagios
Vendors
1 100 (20.96%) Oracle
2 85 (17.82%) Microsoft
3 52 (10.90%) Salesforce.com
4 38 (7.97%) Cognizant
4 38 (7.97%) SAP
5 13 (2.73%) Google
6 11 (2.31%) Alias
6 11 (2.31%) Siebel
7 10 (2.10%) Atlassian
7 10 (2.10%) Temenos
8 9 (1.89%) Informatica
8 9 (1.89%) VMware
9 8 (1.68%) IBM
10 7 (1.47%) Guidewire
10 7 (1.47%) Tableau
11 6 (1.26%) Ab Initio
11 6 (1.26%) BT
11 6 (1.26%) McAfee
11 6 (1.26%) Sage
11 6 (1.26%) Workday