Period
to 21 November 2017

The following table provides summary statistics for contract job vacancies advertised in London with a requirement for Data Migration skills. Included is a benchmarking guide to the contractor rates 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.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Migration
England > London
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 186 154 173
Rank change year-on-year -32 +19 -42
Contract jobs citing Data Migration 685 776 687
As % of all contract IT jobs advertised in London 1.46% 1.73% 1.48%
As % of the Processes & Methodologies category 1.67% 2.00% 1.76%
Number of daily rates quoted 448 527 409
London median daily rate £450 £488 £450
Median daily rate % change year-on-year -7.69% +8.33% +0.11%
10th Percentile £325 £323 £280
90th Percentile £618 £638 £595
England median daily rate £450 £449 £400
% change year-on-year +0.28% +12.19% -3.03%
Number of hourly rates quoted 8 6 12
London median hourly rate £18.70 £33.75 £20.00
Median hourly rate % change year-on-year -44.59% +68.75% +12.68%
10th Percentile £13.85 £13.13 £14.05
90th Percentile £168.75 £183.75 £45.03
England median hourly rate £17.50 £15.25 £15.25
% change year-on-year +14.75% - -12.86%

Data Migration is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in London with a requirement for process or methodology skills.

All Process and Methodology Skills
London
Contract vacancies with a requirement for process or methodology skills 40937 38731 39019
As % of all contract IT jobs advertised in London 86.98% 86.21% 83.82%
Number of daily rates quoted 29768 27769 27882
London median daily rate £500 £475 £450
Median daily rate % change year-on-year +5.26% +5.56% +2.86%
10th Percentile £313 £305 £288
90th Percentile £675 £643 £638
England median daily rate £450 £425 £423
% change year-on-year +5.88% +0.47% +5.75%
Number of hourly rates quoted 383 401 470
London median hourly rate £22.50 £22.00 £20.00
Median hourly rate % change year-on-year +2.27% +10.00% +11.11%
10th Percentile £13.31 £12.25 £11.25
90th Percentile £51.60 £50.14 £50.00
England median hourly rate £23.75 £24.42 £22.50
% change year-on-year -2.74% +8.53% +18.42%

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
Contractor Daily Rate Trend in London

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Migration in London.

Contractor daily rate trend for Data Migration in London

Data Migration
Contractor Daily Rate Histogram in London

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

Contractor daily rate histogram for Data Migration in London

Data Migration
Contractor Hourly Rate Trend in London

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Migration in London.

Contractor hourly rate trend for Data Migration in London

Data Migration
Contractor Hourly Rate Histogram in London

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

Contractor hourly rate histogram for Data Migration in London

Data Migration
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London -28 116 £450 -14.29% 11
West London -6 31 £455 -1.62% 4
South London -25 22 £493 +3.68%
East London +4 13 £388 -22.50%
Data Migration
England

For the 6 months to 21 November 2017, IT contractor 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 contract ads across the London region with a requirement for Data Migration.

1 685 (100.00%) Migration
2 270 (39.42%) SQL
3 194 (28.32%) Finance
4 151 (22.04%) Agile Software Development
5 130 (18.98%) ETL
6 127 (18.54%) Oracle
7 116 (16.93%) Microsoft
8 108 (15.77%) Data Modelling
9 107 (15.62%) SQL Server
10 93 (13.58%) CRM
10 93 (13.58%) Data Quality
11 91 (13.28%) Banking
12 80 (11.68%) ERP
12 80 (11.68%) Java
13 76 (11.09%) Data Cleansing
14 75 (10.95%) SAP
15 74 (10.80%) Business Intelligence
16 73 (10.66%) Security Cleared
17 71 (10.36%) Data Warehouse
18 63 (9.20%) Data Transformation
19 62 (9.05%) Salesforce.com
19 62 (9.05%) XML
20 61 (8.91%) Project Management
20 61 (8.91%) Dynamics CRM
21 60 (8.76%) Big Data
22 57 (8.32%) Amazon AWS
23 55 (8.03%) SQL Server Integration Services
24 54 (7.88%) Data Analysis
24 54 (7.88%) Relational Database
25 51 (7.45%) C#

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 48 (7.01%) SharePoint
2 25 (3.65%) Apache
3 11 (1.61%) Apache Spark
4 10 (1.46%) SAS
5 9 (1.31%) CMS
5 9 (1.31%) Confluence
5 9 (1.31%) Oracle SOA Suite
6 8 (1.17%) Documentum
6 8 (1.17%) WebSphere
7 6 (0.88%) WebSphere Portal
8 4 (0.58%) Oracle Workflow
9 3 (0.44%) IIS
9 3 (0.44%) MS Exchange
10 2 (0.29%) BizTalk Server
10 2 (0.29%) Elasticsearch
10 2 (0.29%) IBM Notes
10 2 (0.29%) MS Project Server
10 2 (0.29%) OpenStack
10 2 (0.29%) WebLogic
11 1 (0.15%) Apache Pig
Applications
1 31 (4.53%) Microsoft Excel
2 16 (2.34%) Microsoft Office
3 11 (1.61%) MS Visio
4 7 (1.02%) Microsoft PowerPoint
5 5 (0.73%) Microsoft Project
6 1 (0.15%) GIMP
6 1 (0.15%) Photoshop
6 1 (0.15%) Vectorworks
Business Applications
1 61 (8.91%) Dynamics CRM
2 23 (3.36%) Dynamics AX
3 16 (2.34%) Unit4 Business World
4 12 (1.75%) Dynamics NAV
5 9 (1.31%) Maximo
5 9 (1.31%) Oracle Retail
5 9 (1.31%) SAP FI
6 7 (1.02%) NetSuite
6 7 (1.02%) Oracle EBS
6 7 (1.02%) SAP CO
6 7 (1.02%) SAP FI/CO
7 6 (0.88%) Oracle BPM
7 6 (0.88%) Salesforce.com CRM
8 5 (0.73%) Oracle ERP
9 4 (0.58%) SAP ERP
9 4 (0.58%) SAP HR
10 3 (0.44%) Oracle EBS R12
10 3 (0.44%) Oracle Payables
10 3 (0.44%) Oracle Receivables
10 3 (0.44%) PeopleSoft HCM
Cloud Services
1 57 (8.32%) Amazon AWS
2 32 (4.67%) Microsoft Azure
3 26 (3.80%) Dynamics 365
4 21 (3.07%) SaaS
5 19 (2.77%) Office 365
6 12 (1.75%) IaaS
7 11 (1.61%) PaaS
8 8 (1.17%) OneDrive
9 7 (1.02%) Amazon EC2
9 7 (1.02%) GitHub
10 6 (0.88%) Amazon EMR
10 6 (0.88%) SuccessFactors
11 4 (0.58%) AWS CloudFormation
11 4 (0.58%) Cloud Computing
11 4 (0.58%) Force.com
12 3 (0.44%) Amazon ELB
12 3 (0.44%) Amazon S3
12 3 (0.44%) Google Cloud Platform
12 3 (0.44%) Salesforce Sales Cloud
13 2 (0.29%) IBM Cloud
Communications & Networking
1 6 (0.88%) Firewall
2 5 (0.73%) WAN
3 4 (0.58%) VLAN
4 2 (0.29%) LAN
4 2 (0.29%) SSL
5 1 (0.15%) BGP
5 1 (0.15%) Cisco Nexus
5 1 (0.15%) DHCP
5 1 (0.15%) DMZ
5 1 (0.15%) DNS
5 1 (0.15%) HTTP
5 1 (0.15%) Internet
5 1 (0.15%) Intranet
5 1 (0.15%) Kerberos
5 1 (0.15%) Skype
5 1 (0.15%) SMS
5 1 (0.15%) VSAN
5 1 (0.15%) WLAN
Database & Business Intelligence
1 107 (15.62%) SQL Server
2 71 (10.36%) Data Warehouse
3 60 (8.76%) Big Data
4 55 (8.03%) SQL Server Integration Services
5 54 (7.88%) Relational Database
6 46 (6.72%) Oracle Database
7 36 (5.26%) Hadoop
8 20 (2.92%) HBase
9 19 (2.77%) SQL Server 2012
10 18 (2.63%) MySQL
10 18 (2.63%) SQL Server Reporting Services
11 15 (2.19%) Oracle Database 11g
11 15 (2.19%) PostgreSQL
12 11 (1.61%) Amazon RDS
12 11 (1.61%) Electronic Patient Records
12 11 (1.61%) SQL Server Analysis Services
13 10 (1.46%) BusinessObjects
13 10 (1.46%) Oracle ODI
13 10 (1.46%) Power BI
14 9 (1.31%) ObjectStore
Development Applications
1 23 (3.36%) JIRA
2 16 (2.34%) Visual Studio
3 13 (1.90%) Jenkins
4 11 (1.61%) Team Foundation Server
5 10 (1.46%) Git (software)
6 8 (1.17%) Talend Open Studio
7 7 (1.02%) ERwin
8 6 (0.88%) Subversion
9 4 (0.58%) Eclipse
9 4 (0.58%) MSI
10 3 (0.44%) Bitbucket
10 3 (0.44%) LSMW
10 3 (0.44%) Oracle APEX
10 3 (0.44%) Oracle Forms
10 3 (0.44%) Toad
10 3 (0.44%) Visual Studio Tools for Office
11 2 (0.29%) PowerDesigner
11 2 (0.29%) ProC
11 2 (0.29%) SQL Server Management Studio (SSMS)
12 1 (0.15%) VSS/SourceSafe
General
1 194 (28.32%) Finance
2 91 (13.28%) Banking
3 34 (4.96%) Investment Banking
4 33 (4.82%) Retail
5 32 (4.67%) Marketing
6 26 (3.80%) Legal
7 14 (2.04%) Law
8 12 (1.75%) Manufacturing
9 11 (1.61%) Advertising
9 11 (1.61%) Telecoms
10 10 (1.46%) Billing
11 9 (1.31%) Electronics
12 6 (0.88%) Back Office
12 6 (0.88%) Financial Institution
12 6 (0.88%) Front Office
12 6 (0.88%) Wholesale Banking
13 5 (0.73%) Publishing
14 4 (0.58%) Retail Banking
15 3 (0.44%) General Ledger
15 3 (0.44%) Pharmaceutical
Job Titles
1 151 (22.04%) Developer
2 136 (19.85%) Analyst
3 84 (12.26%) Consultant
4 74 (10.80%) Project Manager
5 65 (9.49%) Architect
6 57 (8.32%) Data Analyst
7 55 (8.03%) Business Analyst
8 45 (6.57%) SQL Developer
9 38 (5.55%) Migration Analyst
10 37 (5.40%) Data Migration Analyst
11 34 (4.96%) Migration Manager
12 32 (4.67%) Data Architect
13 31 (4.53%) DBA
14 30 (4.38%) Data Migration Manager
14 30 (4.38%) Migration Consultant
14 30 (4.38%) Migration Project Manager
15 29 (4.23%) Data Consultant
16 27 (3.94%) Data Migration Consultant
17 26 (3.80%) Data Migration Project Manager
18 25 (3.65%) Agile Developer
Libraries, Frameworks & Software Standards
1 62 (9.05%) XML
2 47 (6.86%) .NET
3 44 (6.42%) JSON
4 37 (5.40%) Web Services
5 25 (3.65%) Spring
6 24 (3.50%) Hibernate
6 24 (3.50%) J2SE
7 20 (2.92%) Kafka
8 19 (2.77%) JMS
9 18 (2.63%) ASP.NET
9 18 (2.63%) HTML
10 13 (1.90%) J2EE
11 10 (1.46%) ASP.NET MVC
11 10 (1.46%) Visualforce
12 9 (1.31%) Ajax
12 9 (1.31%) LINQ
13 8 (1.17%) Oracle Fusion
13 8 (1.17%) Oracle GoldenGate
14 7 (1.02%) REST
14 7 (1.02%) RESTful
Miscellaneous
1 43 (6.28%) Analytical Skills
2 30 (4.38%) Fixed Income
3 29 (4.23%) Virtual Team
4 28 (4.09%) Data Structures
5 24 (3.50%) Data Centre
6 17 (2.48%) Computer Science
6 17 (2.48%) Greenfield Project
7 14 (2.04%) Derivative
8 13 (1.90%) Management Information System
9 12 (1.75%) NHS
10 8 (1.17%) Equity Derivative
11 7 (1.02%) e-Health
11 7 (1.02%) FMCG
11 7 (1.02%) LIMS
11 7 (1.02%) PACS
11 7 (1.02%) PMI
12 6 (0.88%) Enterprise Software
12 6 (0.88%) Equities
12 6 (0.88%) Replication
13 5 (0.73%) Reference Data
Operating Systems
1 38 (5.55%) Windows
2 23 (3.36%) Linux
3 18 (2.63%) Windows Server
4 17 (2.48%) Unix
5 8 (1.17%) Solaris
6 7 (1.02%) Windows 7
7 6 (0.88%) Windows 10
8 4 (0.58%) VMS
9 3 (0.44%) AIX
10 2 (0.29%) Red Hat Enterprise Linux
10 2 (0.29%) Windows 8
10 2 (0.29%) Windows XP
11 1 (0.15%) Apple iOS
11 1 (0.15%) Windows Server 2008
Processes & Methodologies
1 685 (100.00%) Migration
2 151 (22.04%) Agile Software Development
3 130 (18.98%) ETL
4 108 (15.77%) Data Modelling
5 93 (13.58%) CRM
6 80 (11.68%) ERP
7 76 (11.09%) Data Cleansing
8 74 (10.80%) Business Intelligence
9 63 (9.20%) Data Transformation
10 61 (8.91%) Project Management
11 54 (7.88%) Data Analysis
12 43 (6.28%) Data Architecture
12 43 (6.28%) Stakeholder Management
13 40 (5.84%) Coaching
14 39 (5.69%) Workflow
15 38 (5.55%) Software Engineering
15 38 (5.55%) User Acceptance Testing
16 36 (5.26%) Collaborative Working
17 34 (4.96%) Analytics
17 34 (4.96%) Data Mapping
Programming Languages
1 270 (39.42%) SQL
2 80 (11.68%) Java
3 51 (7.45%) C#
4 45 (6.57%) PL/SQL
5 29 (4.23%) T-SQL
6 23 (3.36%) Python
7 22 (3.21%) JavaScript
7 22 (3.21%) PowerShell
8 14 (2.04%) VBA
9 12 (1.75%) Apex Code
10 9 (1.31%) C
11 6 (0.88%) Scala
11 6 (0.88%) SOQL
11 6 (0.88%) SOSL
12 5 (0.73%) PHP
12 5 (0.73%) R
12 5 (0.73%) Shell Script
12 5 (0.73%) VB
13 4 (0.58%) Bash Shell
13 4 (0.58%) VB.NET
Qualifications
1 73 (10.66%) Security Cleared
2 36 (5.26%) DV Cleared
3 32 (4.67%) Degree
3 32 (4.67%) SC Cleared
4 10 (1.46%) ISEB
5 8 (1.17%) PRINCE2 Certification
6 7 (1.02%) PMI Certification
7 6 (0.88%) Computer Science Degree
7 6 (0.88%) CTC Cleared
7 6 (0.88%) ISTQB
8 3 (0.44%) APMP
8 3 (0.44%) Master's Degree
8 3 (0.44%) Microsoft Certification
8 3 (0.44%) PMP
9 2 (0.29%) AWS Certification
10 1 (0.15%) BC Cleared
10 1 (0.15%) BPSS Clearance
10 1 (0.15%) CESG Certified Professional
10 1 (0.15%) CLAS
10 1 (0.15%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 93 (13.58%) Data Quality
2 18 (2.63%) QA
3 9 (1.31%) GDPR
4 7 (1.02%) HL7
5 6 (0.88%) EMIR
5 6 (0.88%) MiFID
6 3 (0.44%) ISO 20022
6 3 (0.44%) P3O
7 2 (0.29%) COBIT
7 2 (0.29%) Dodd-Frank
7 2 (0.29%) ISO/IEC 27001
7 2 (0.29%) PMBOK
7 2 (0.29%) PMO
8 1 (0.15%) FATCA
8 1 (0.15%) GAAP
8 1 (0.15%) PCI DSS
8 1 (0.15%) SLA
System Software
1 20 (2.92%) Oracle RAC
2 19 (2.77%) Active Directory
3 17 (2.48%) Oracle Clusterware
4 8 (1.17%) Virtual Machines
5 4 (0.58%) Docker
5 4 (0.58%) Firmware
5 4 (0.58%) Microsoft App-V
5 4 (0.58%) Veritas Cluster Server
6 2 (0.29%) HDFS
6 2 (0.29%) VMware Infrastructure
Systems Management
1 20 (2.92%) Data Guard
2 17 (2.48%) Oracle Flashback
2 17 (2.48%) Oracle RMAN
3 12 (1.75%) NetBackup
4 10 (1.46%) Ansible
5 7 (1.02%) SCCM
6 5 (0.73%) Puppet
7 4 (0.58%) Terraform
8 3 (0.44%) Kubernetes
8 3 (0.44%) Rundeck
9 2 (0.29%) MOM
9 2 (0.29%) Opscode Chef
10 1 (0.15%) Enterprise Manager Cloud Control
10 1 (0.15%) Hadoop YARN
10 1 (0.15%) HP Quality Center
10 1 (0.15%) Nagios
10 1 (0.15%) Prometheus
10 1 (0.15%) Systems Management Server (SMS)
Vendors
1 127 (18.54%) Oracle
2 116 (16.93%) Microsoft
3 75 (10.95%) SAP
4 62 (9.05%) Salesforce.com
5 18 (2.63%) Informatica
6 15 (2.19%) IBM
6 15 (2.19%) Veritas
7 14 (2.04%) Workday
8 13 (1.90%) Tableau
9 12 (1.75%) Hitachi
10 11 (1.61%) Sitecore
11 9 (1.31%) HP
11 9 (1.31%) Yardi
12 8 (1.17%) JD Edwards
12 8 (1.17%) Talend
13 7 (1.02%) Cisco
13 7 (1.02%) Google
14 6 (0.88%) Fujitsu
14 6 (0.88%) Hyperion
14 6 (0.88%) Reuters