Period
to 25 February 2018

The following table provides summary statistics for contract job vacancies advertised in England 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 25 February 2018 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
UK > England
6 months to
25 Feb 2018
Same period 2017 Same period 2016
Rank 146 146 137
Rank change year-on-year 0 -9 -13
Contract jobs citing Data Migration 1,668 1,604 1,743
As % of all contract IT jobs advertised in England 1.82% 1.82% 1.76%
As % of the Processes & Methodologies category 2.14% 2.16% 2.12%
Number of daily rates quoted 1,102 1,095 1,099
England median daily rate £450 £450 £413
Median daily rate % change year-on-year - +9.09% -2.94%
10th Percentile £310 £286 £263
90th Percentile £625 £625 £575
UK median daily rate £450 £450 £405
% change year-on-year - +11.11% -1.82%
Number of hourly rates quoted 29 45 49
England median hourly rate £18.70 £15.25 £15.25
Median hourly rate % change year-on-year +22.62% - -12.86%
10th Percentile £15.04 £13.00 £13.00
90th Percentile £55.43 £24.00 £44.15
UK median hourly rate £18.70 £15.25 £15.25
% change year-on-year +22.62% - -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 England with a requirement for process or methodology skills.

All Process and Methodology Skills
England
Contract vacancies with a requirement for process or methodology skills 78,013 74,139 82,315
As % of all contract IT jobs advertised in England 84.90% 84.07% 82.98%
Number of daily rates quoted 52,531 49,486 54,341
England median daily rate £455 £438 £425
Median daily rate % change year-on-year +4.00% +2.94% +4.94%
10th Percentile £297 £270 £263
90th Percentile £638 £625 £606
UK median daily rate £450 £425 £425
% change year-on-year +5.88% - +6.25%
Number of hourly rates quoted 1,881 2,008 2,410
England median hourly rate £24.56 £25.00 £23.42
Median hourly rate % change year-on-year -1.76% +6.75% +14.24%
10th Percentile £11.50 £11.46 £11.33
90th Percentile £50.50 £49.83 £50.00
UK median hourly rate £24.00 £25.00 £24.85
% change year-on-year -4.00% +0.60% +22.14%

Data Migration
Job Vacancy Trend in England

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

Job vacancy trend for Data Migration in England

Data Migration
Contractor Daily Rate Trend in England

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

Contractor daily rate trend for Data Migration in England

Data Migration
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Data Migration in England over the 6 months to 25 February 2018.

Contractor daily rate histogram for Data Migration in England

Data Migration
Contractor Hourly Rate Trend in England

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

Contractor hourly rate trend for Data Migration in England

Data Migration
Contractor Hourly Rate Histogram in England

The hourly rate distribution of IT jobs citing Data Migration in England over the 6 months to 25 February 2018.

Contractor hourly rate histogram for Data Migration in England

Data Migration
Contract Job Locations in England

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 England region over the 6 months to 25 February 2018. 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
London 0 716 £475 - 54
South East +4 306 £450 +0.28% 30
North of England +37 253 £450 +12.50% 35
Midlands -4 186 £450 +12.50% 32
North West +19 162 £600 +41.18% 19
West Midlands -10 115 £425 - 21
East of England -38 89 £431 -4.17% 15
South West +2 81 £420 +5.00% 10
Yorkshire +11 70 £394 -1.56% 14
East Midlands +3 68 £500 +25.00% 11
North East +42 16 £358 +5.15% 2
South Coast 0 1 £380 -
Data Migration
UK

For the 6 months to 25 February 2018, IT contractor jobs citing Data Migration also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the England region with a requirement for Data Migration.

1 1,668 (100.00%) Migration
2 493 (29.56%) SQL
3 427 (25.60%) Finance
4 317 (19.00%) SAP
5 296 (17.75%) ETL
6 293 (17.57%) Oracle
7 256 (15.35%) Microsoft
8 254 (15.23%) Agile Software Development
9 202 (12.11%) SQL Server
10 184 (11.03%) Stakeholder Management
11 173 (10.37%) Business Intelligence
12 166 (9.95%) Data Modelling
13 159 (9.53%) ERP
14 156 (9.35%) Data Quality
15 154 (9.23%) SQL Server Integration Services
16 149 (8.93%) CRM
17 144 (8.63%) Data Warehouse
18 140 (8.39%) Project Management
18 140 (8.39%) User Acceptance Testing
19 138 (8.27%) Security Cleared
20 115 (6.89%) Data Management
21 110 (6.59%) Data Analysis
22 108 (6.47%) Java
23 107 (6.41%) Salesforce.com
24 102 (6.12%) XML
25 100 (6.00%) Data Cleansing
26 98 (5.88%) Microsoft Azure
27 92 (5.52%) Analytical Skills
28 89 (5.34%) Windows
29 88 (5.28%) Retail

Data Migration
Co-occurring IT Skills in England 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 66 (3.96%) SharePoint
2 48 (2.88%) CMS
3 28 (1.68%) Confluence
4 26 (1.56%) SAS
5 25 (1.50%) Documentum
6 18 (1.08%) WebSphere
7 16 (0.96%) Apache Spark
7 16 (0.96%) WebSphere Portal
8 15 (0.90%) Apache
9 12 (0.72%) Oracle SOA Suite
10 10 (0.60%) BizTalk Server
11 9 (0.54%) Adobe Experience Manager
12 8 (0.48%) SharePoint 2013
13 7 (0.42%) IIS
14 6 (0.36%) Drupal
14 6 (0.36%) MS Exchange
14 6 (0.36%) Oracle Workflow
14 6 (0.36%) SharePoint 2010
15 3 (0.18%) Kentico
15 3 (0.18%) NetWeaver
Applications
1 70 (4.20%) Microsoft Excel
2 44 (2.64%) Microsoft Office
3 19 (1.14%) Spreadsheet
4 15 (0.90%) MS Visio
5 14 (0.84%) Microsoft Project
6 9 (0.54%) Microsoft PowerPoint
7 2 (0.12%) SPSS
8 1 (0.060%) HipChat
8 1 (0.060%) SOLIDWORKS
8 1 (0.060%) Vectorworks
Business Applications
1 81 (4.86%) Dynamics CRM
2 35 (2.10%) Dynamics AX
3 34 (2.04%) Maximo
4 32 (1.92%) Oracle EBS
5 30 (1.80%) SAP FI
6 29 (1.74%) SAP MM
7 27 (1.62%) Unit4 Business World
8 25 (1.50%) SAP CO
8 25 (1.50%) SAP FI/CO
9 20 (1.20%) NetSuite
10 19 (1.14%) SAP S/4HANA
11 15 (0.90%) Oracle BPM
12 14 (0.84%) Dynamics NAV
13 13 (0.78%) Oracle EBS R12
14 12 (0.72%) Oracle General Ledger
15 11 (0.66%) SAP SD
16 10 (0.60%) Oracle ERP
16 10 (0.60%) Salesforce.com CRM
17 9 (0.54%) SAP ERP
17 9 (0.54%) SAP HR
Cloud Services
1 98 (5.88%) Microsoft Azure
2 68 (4.08%) Dynamics 365
3 62 (3.72%) Amazon AWS
4 32 (1.92%) Office 365
5 23 (1.38%) SaaS
6 20 (1.20%) PaaS
7 19 (1.14%) SuccessFactors
8 15 (0.90%) GitHub
9 9 (0.54%) Boomi
10 8 (0.48%) Force.com
11 7 (0.42%) Cloud Computing
11 7 (0.42%) FinancialForce
12 6 (0.36%) Amazon S3
12 6 (0.36%) IaaS
12 6 (0.36%) Taleo
13 5 (0.30%) Azure Data Factory
13 5 (0.30%) Salesforce Sales Cloud
14 4 (0.24%) OneDrive
14 4 (0.24%) Oracle Service Cloud
14 4 (0.24%) Salesforce Service Cloud
Communications & Networking
1 14 (0.84%) iSCSI
2 12 (0.72%) FCoE
2 12 (0.72%) Fibre Channel
2 12 (0.72%) Firewall
2 12 (0.72%) Internet
3 11 (0.66%) SMS
4 10 (0.60%) Intranet
5 7 (0.42%) VSAN
6 4 (0.24%) Skype
6 4 (0.24%) VLAN
7 3 (0.18%) Kerberos
8 2 (0.12%) DHCP
8 2 (0.12%) DNS
8 2 (0.12%) SAN
8 2 (0.12%) WAN
9 1 (0.060%) Ethernet
9 1 (0.060%) LAN
9 1 (0.060%) SSL
9 1 (0.060%) VoIP
9 1 (0.060%) VPN
Database & Business Intelligence
1 202 (12.11%) SQL Server
2 154 (9.23%) SQL Server Integration Services
3 144 (8.63%) Data Warehouse
4 74 (4.44%) Oracle Database
5 69 (4.14%) SQL Server Reporting Services
6 65 (3.90%) SAP BW
7 62 (3.72%) Relational Database
8 57 (3.42%) Big Data
9 46 (2.76%) SQL Server Analysis Services
10 32 (1.92%) Hadoop
11 31 (1.86%) Oracle Reports
11 31 (1.86%) Power BI
12 29 (1.74%) Oracle Database 11g
13 25 (1.50%) SQL Server 2008
14 24 (1.44%) SQL Server 2016
15 22 (1.32%) BusinessObjects
15 22 (1.32%) NoSQL
16 21 (1.26%) MongoDB
16 21 (1.26%) Oracle ODI
17 20 (1.20%) Oracle Database 10g
Development Applications
1 75 (4.50%) JIRA
2 38 (2.28%) Visual Studio
3 19 (1.14%) Team Foundation Server
4 17 (1.02%) LSMW
5 15 (0.90%) Eclipse
5 15 (0.90%) Jenkins
6 13 (0.78%) Git (software)
7 10 (0.60%) Rational DOORS
8 8 (0.48%) ERwin
8 8 (0.48%) MorphX
9 7 (0.42%) Ant
9 7 (0.42%) Rational Quality Manager
9 7 (0.42%) Rational Team Concert
9 7 (0.42%) Selenium
10 6 (0.36%) Bitbucket
10 6 (0.36%) Oracle APEX
10 6 (0.36%) VSS/SourceSafe
10 6 (0.36%) Zephyr
11 5 (0.30%) PowerDesigner
11 5 (0.30%) Subversion
General
1 427 (25.60%) Finance
2 88 (5.28%) Retail
3 79 (4.74%) Banking
4 55 (3.30%) Legal
5 49 (2.94%) Manufacturing
6 43 (2.58%) Marketing
7 35 (2.10%) Law
8 20 (1.20%) Pharmaceutical
9 17 (1.02%) Telecoms
10 16 (0.96%) Investment Banking
11 15 (0.90%) Billing
11 15 (0.90%) General Ledger
12 14 (0.84%) Retail Banking
13 11 (0.66%) Advertising
14 10 (0.60%) Publishing
15 9 (0.54%) Aerospace
16 8 (0.48%) Financial Institution
16 8 (0.48%) Front Office
17 7 (0.42%) Electronics
18 6 (0.36%) Back Office
Job Titles
1 359 (21.52%) Analyst
2 262 (15.71%) Developer
3 220 (13.19%) Consultant
4 169 (10.13%) Architect
5 155 (9.29%) Data Analyst
6 146 (8.75%) Project Manager
7 124 (7.43%) Business Analyst
8 102 (6.12%) Migration Analyst
9 90 (5.40%) Data Migration Analyst
10 81 (4.86%) Migration Manager
11 73 (4.38%) SQL Developer
12 70 (4.20%) Data Migration Manager
13 64 (3.84%) Migration Consultant
14 63 (3.78%) SAP Consultant
15 62 (3.72%) Data Consultant
16 60 (3.60%) Workstream Lead
17 56 (3.36%) Data Architect
18 53 (3.18%) Data Migration Consultant
18 53 (3.18%) DBA
18 53 (3.18%) Test Analyst
Libraries, Frameworks & Software Standards
1 102 (6.12%) XML
2 70 (4.20%) .NET
3 59 (3.54%) JSON
3 59 (3.54%) Web Services
4 42 (2.52%) HTML
5 34 (2.04%) REST
6 29 (1.74%) J2EE
7 28 (1.68%) Oracle Fusion
8 23 (1.38%) CSS
8 23 (1.38%) SOAP
9 20 (1.20%) Spring
10 19 (1.14%) Hibernate
11 18 (1.08%) Visualforce
12 17 (1.02%) Middleware
13 16 (0.96%) JSF
13 16 (0.96%) XSD
14 14 (0.84%) HTML5
15 13 (0.78%) CSS3
15 13 (0.78%) J2SE
16 12 (0.72%) Sass
Miscellaneous
1 92 (5.52%) Analytical Skills
2 66 (3.96%) Management Information System
3 58 (3.48%) Data Centre
4 53 (3.18%) Data Structures
5 31 (1.86%) Greenfield Project
6 23 (1.38%) Virtual Team
7 18 (1.08%) Replication
8 17 (1.02%) Reference Data
9 15 (0.90%) Fixed Income
10 14 (0.84%) NHS
11 13 (0.78%) EMC VMAX
12 12 (0.72%) EMC VNX
12 12 (0.72%) Taxonomies
13 10 (0.60%) User Experience
14 9 (0.54%) FMCG
15 8 (0.48%) Computer Science
16 7 (0.42%) Driving Licence
16 7 (0.42%) LIMS
16 7 (0.42%) Mainframe
17 6 (0.36%) PMI
Operating Systems
1 89 (5.34%) Windows
2 35 (2.10%) Windows Server
3 33 (1.98%) Unix
4 27 (1.62%) Linux
5 21 (1.26%) Windows 7
6 14 (0.84%) Windows 10
7 12 (0.72%) Windows 8
8 8 (0.48%) VMS
9 7 (0.42%) AIX
10 5 (0.30%) Red Hat Enterprise Linux
11 3 (0.18%) Oracle Linux
11 3 (0.18%) VME
11 3 (0.18%) Windows Server 2012
12 2 (0.12%) CentOS
12 2 (0.12%) OpenVMS
12 2 (0.12%) Windows XP
13 1 (0.060%) Android
13 1 (0.060%) MVS
13 1 (0.060%) Solaris
13 1 (0.060%) Windows Server 2008
Processes & Methodologies
1 1,668 (100.00%) Migration
2 296 (17.75%) ETL
3 254 (15.23%) Agile Software Development
4 184 (11.03%) Stakeholder Management
5 173 (10.37%) Business Intelligence
6 166 (9.95%) Data Modelling
7 159 (9.53%) ERP
8 149 (8.93%) CRM
9 140 (8.39%) Project Management
9 140 (8.39%) User Acceptance Testing
10 115 (6.89%) Data Management
11 110 (6.59%) Data Analysis
12 100 (6.00%) Data Cleansing
13 88 (5.28%) Data Mapping
13 88 (5.28%) Data Transformation
13 88 (5.28%) Validation
14 80 (4.80%) Data Architecture
15 74 (4.44%) Business Analysis
16 72 (4.32%) Analytics
17 69 (4.14%) Asset Management
Programming Languages
1 493 (29.56%) SQL
2 108 (6.47%) Java
3 75 (4.50%) PL/SQL
4 66 (3.96%) C#
4 66 (3.96%) T-SQL
5 50 (3.00%) JavaScript
6 45 (2.70%) Python
7 39 (2.34%) PowerShell
8 27 (1.62%) C
9 20 (1.20%) Apex Code
10 15 (0.90%) Shell Script
11 14 (0.84%) VBA
12 8 (0.48%) RPG
12 8 (0.48%) Scala
13 7 (0.42%) ABAP
13 7 (0.42%) PHP
13 7 (0.42%) R
13 7 (0.42%) VB
13 7 (0.42%) X++
14 6 (0.36%) SOQL
Qualifications
1 138 (8.27%) Security Cleared
2 81 (4.86%) SC Cleared
3 49 (2.94%) Degree
4 37 (2.22%) DV Cleared
5 18 (1.08%) PRINCE2 Certification
6 17 (1.02%) PMI Certification
7 16 (0.96%) ISEB
8 15 (0.90%) ISTQB
8 15 (0.90%) PMP
9 10 (0.60%) ISTQB Foundation Certification
10 8 (0.48%) AWS Certification
11 7 (0.42%) BPSS Clearance
11 7 (0.42%) Six Sigma Green Belt
12 6 (0.36%) CTC Cleared
12 6 (0.36%) Microsoft Certification
13 5 (0.30%) PRINCE2 Practitioner
14 4 (0.24%) APMP
14 4 (0.24%) CCNA
14 4 (0.24%) Cisco Certification
14 4 (0.24%) Computer Science Degree
Quality Assurance & Compliance
1 156 (9.35%) Data Quality
2 70 (4.20%) QA
3 26 (1.56%) GDPR
3 26 (1.56%) PMO
4 7 (0.42%) Sarbanes-Oxley
5 6 (0.36%) MiFID
6 5 (0.30%) Disclosure Scotland
6 5 (0.30%) EMIR
6 5 (0.30%) IFRS
6 5 (0.30%) P3O
7 4 (0.24%) GxP
7 4 (0.24%) HL7
7 4 (0.24%) ISO 20022
7 4 (0.24%) PCI DSS
8 3 (0.18%) Dodd-Frank
8 3 (0.18%) SLA
9 2 (0.12%) ISO/IEC 27001
10 1 (0.060%) FATCA
10 1 (0.060%) IFRS 9
10 1 (0.060%) Solvency II
System Software
1 35 (2.10%) Active Directory
2 20 (1.20%) Oracle RAC
3 17 (1.02%) Oracle Clusterware
4 14 (0.84%) Virtual Machines
5 13 (0.78%) Docker
6 12 (0.72%) NFS
7 8 (0.48%) VMware Infrastructure
8 4 (0.24%) Firmware
9 3 (0.18%) HDFS
9 3 (0.18%) Hyper-V
9 3 (0.18%) VMware ESXi
10 2 (0.12%) Ceph
10 2 (0.12%) Microsoft App-V
10 2 (0.12%) VMware Server
Systems Management
1 23 (1.38%) Oracle RMAN
2 20 (1.20%) Data Guard
3 17 (1.02%) NetBackup
3 17 (1.02%) Oracle Flashback
4 12 (0.72%) EMC VPLEX
5 11 (0.66%) HP ALM
5 11 (0.66%) SCCM
6 10 (0.60%) HP Quality Center
7 7 (0.42%) Systems Management Server (SMS)
8 5 (0.30%) Puppet
8 5 (0.30%) Terraform
9 4 (0.24%) Ansible
9 4 (0.24%) Enterprise Manager Cloud Control
10 3 (0.18%) Control-M
10 3 (0.18%) Kubernetes
10 3 (0.18%) Opscode Chef
10 3 (0.18%) Rundeck
11 2 (0.12%) Failover Clustering
11 2 (0.12%) SCVMM
11 2 (0.12%) Single Sign-On
Vendors
1 317 (19.00%) SAP
2 293 (17.57%) Oracle
3 256 (15.35%) Microsoft
4 107 (6.41%) Salesforce.com
5 54 (3.24%) Ariba
6 32 (1.92%) Informatica
7 29 (1.74%) HP
8 26 (1.56%) IBM
9 19 (1.14%) Workday
10 17 (1.02%) Fujitsu
10 17 (1.02%) Hyperion
10 17 (1.02%) Veritas
11 16 (0.96%) Tableau
12 15 (0.90%) 3PAR
12 15 (0.90%) Cisco
12 15 (0.90%) Dell
12 15 (0.90%) JD Edwards
13 14 (0.84%) Brocade
13 14 (0.84%) EMC
13 14 (0.84%) Hitachi