Period
to 13 August 2020

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 13 August 2020 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
13 Aug 2020
Same period 2019 Same period 2018
Rank 116 130 175
Rank change year-on-year +14 +45 -35
Contract jobs citing Data Migration 623 1,642 1,498
As % of all contract jobs advertised in England 2.05% 1.98% 1.60%
As % of the Processes & Methodologies category 2.37% 2.28% 1.84%
Number of daily rates quoted 458 1,103 1,022
Median daily rate £500 £468 £450
Median daily rate % change year-on-year +6.95% +3.89% -
10th Percentile £325 £325 £310
90th Percentile £688 £638 £600
UK median daily rate £500 £463 £450
% change year-on-year +8.11% +2.78% -
Number of hourly rates quoted 6 41 14
Median hourly rate £18.80 £16.75 £23.00
Median hourly rate % change year-on-year +12.25% -27.17% +31.43%
10th Percentile £17.00 £11.85 £10.82
90th Percentile £35.00 £53.75 £54.28
UK median hourly rate £19.61 £17.13 £21.73
% change year-on-year +14.48% -21.19% +42.49%

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 26,275 72,121 81,406
As % of all contract IT jobs advertised in England 86.45% 87.16% 87.00%
Number of daily rates quoted 16,682 47,905 54,189
Median daily rate £488 £475 £463
Median daily rate % change year-on-year +2.63% +2.70% +2.78%
10th Percentile £300 £300 £300
90th Percentile £675 £650 £638
UK median daily rate £475 £475 £450
% change year-on-year - +5.56% -
Number of hourly rates quoted 926 2,000 2,212
Median hourly rate £35.00 £25.00 £21.50
Median hourly rate % change year-on-year +40.00% +16.28% -7.53%
10th Percentile £12.75 £11.85 £11.25
90th Percentile £53.75 £53.75 £50.00
Median hourly rate £35.00 £24.50 £21.25
% change year-on-year +42.86% +15.29% -12.77%

Data Migration
Job Vacancy Trend in England

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

Job vacancy trend for Data Migration in England

Data Migration
Contractor Daily Rate Trend in England

3-month moving average daily rate quoted in jobs citing Data Migration in England.

Daily rate trend for Data Migration in England

Data Migration
Daily Rate Histogram in England

Daily rate distribution for jobs citing Data Migration in England over the 6 months to 13 August 2020.

Daily rate histogram for Data Migration in England

Data Migration
Contractor Hourly Rate Trend in England

3-month moving average hourly rates quoted in jobs citing Data Migration in England.

Hourly rate trend for Data Migration in England

Data Migration
Hourly Rate Histogram in England

Hourly rate distribution of jobs citing Data Migration in England over the 6 months to 13 August 2020.

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 13 August 2020. 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 -4 249 £500 - 40
South East +59 156 £500 +11.11% 11
Midlands +35 79 £525 +16.67% 6
West Midlands +48 69 £525 +16.67% 5
North of England -28 52 £450 - 8
East of England +32 34 £475 +11.76% 9
South West +23 34 £513 +7.89% 3
North West -5 33 £438 -5.41% 3
Yorkshire +12 12 £413 -2.94% 5
East Midlands +30 10 £540 +27.06% 1
North East +10 6 £475 +11.76%
Data Migration
UK

For the 6 months to 13 August 2020, 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.

1 622 (99.84%) Migration
2 182 (29.21%) SQL
3 158 (25.36%) Security Cleared
4 129 (20.71%) SC Cleared
5 127 (20.39%) Oracle
6 125 (20.06%) Agile Software Development
7 118 (18.94%) Finance
8 112 (17.98%) SQL Server
9 98 (15.73%) Microsoft
10 96 (15.41%) SAP
11 82 (13.16%) ETL
11 82 (13.16%) Public Sector
12 71 (11.40%) ERP
12 71 (11.40%) Azure
13 69 (11.08%) Business Intelligence
14 63 (10.11%) DevOps
15 61 (9.79%) Project Management
15 61 (9.79%) CRM
16 58 (9.31%) Data Modelling
17 56 (8.99%) SharePoint
18 50 (8.03%) Data Cleansing
19 49 (7.87%) JavaScript
20 48 (7.70%) PL/SQL
21 47 (7.54%) Salesforce.com
21 47 (7.54%) Shell Script
21 47 (7.54%) Power Platform
22 46 (7.38%) Stakeholder Management
22 46 (7.38%) Data Quality
23 45 (7.22%) Power BI
23 45 (7.22%) Java

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 56 (8.99%) SharePoint
2 15 (2.41%) Confluence
3 11 (1.77%) ArcGIS
4 8 (1.28%) IIS
5 6 (0.96%) Apache Spark
5 6 (0.96%) Camunda
6 4 (0.64%) CMS
7 3 (0.48%) Apache
8 2 (0.32%) Adobe Experience Manager
8 2 (0.32%) Apache Airflow
8 2 (0.32%) Oracle SOA Suite
8 2 (0.32%) SAS
9 1 (0.16%) Jupyter
Applications
1 41 (6.58%) Microsoft Excel
2 25 (4.01%) Microsoft Office
3 13 (2.09%) MS Visio
4 11 (1.77%) Photoshop
5 8 (1.28%) Microsoft Project
6 6 (0.96%) Microsoft PowerPoint
7 3 (0.48%) Spreadsheet
Business Applications
1 41 (6.58%) Oracle Payables
2 35 (5.62%) SAP S/4HANA
3 34 (5.46%) Dynamics CRM
4 27 (4.33%) Oracle Cash Management
5 19 (3.05%) Oracle Receivables
6 16 (2.57%) Salesforce.com CRM
7 11 (1.77%) NetSuite
8 10 (1.61%) Dynamics AX
9 9 (1.44%) Oracle EBS
10 8 (1.28%) Northgate Housing
11 7 (1.12%) Oracle ERP
12 6 (0.96%) SAP SD
13 5 (0.80%) Oracle EBS R12
13 5 (0.80%) Oracle Procure-to-Pay
14 4 (0.64%) Oracle Assets
14 4 (0.64%) Oracle E-Business Tax
14 4 (0.64%) Oracle iProcurement
14 4 (0.64%) SAP MDG
14 4 (0.64%) Sparx Enterprise Architect
15 3 (0.48%) Oracle General Ledger
Cloud Services
1 71 (11.40%) Azure
2 47 (7.54%) Power Platform
3 36 (5.78%) Dynamics 365
4 29 (4.65%) AWS
5 26 (4.17%) SaaS
6 14 (2.25%) Office 365
7 12 (1.93%) Azure Data Factory
7 12 (1.93%) GCP
7 12 (1.93%) Serverless
8 10 (1.61%) Salesforce Service Cloud
9 8 (1.28%) PowerApps
10 7 (1.12%) AWS Lambda
11 6 (0.96%) GitHub
11 6 (0.96%) Salesforce Sales Cloud
12 5 (0.80%) Google Drive
12 5 (0.80%) Logic Apps
12 5 (0.80%) Power Automate
13 4 (0.64%) Firebase
13 4 (0.64%) G Suite
13 4 (0.64%) PaaS
Communications & Networking
1 6 (0.96%) Intranet
2 2 (0.32%) DNS
2 2 (0.32%) Firewall
2 2 (0.32%) Internet
2 2 (0.32%) SAN
2 2 (0.32%) SNMP
2 2 (0.32%) TCP/IP
3 1 (0.16%) 4G
3 1 (0.16%) Broadband
3 1 (0.16%) DHCP
3 1 (0.16%) IP Telephony
3 1 (0.16%) iSCSI
3 1 (0.16%) Kerberos
3 1 (0.16%) LAN
3 1 (0.16%) NAS
3 1 (0.16%) Network Security
3 1 (0.16%) SMTP
3 1 (0.16%) VLAN
3 1 (0.16%) WAN
3 1 (0.16%) Wi-Fi
Database & Business Intelligence
1 112 (17.98%) SQL Server
2 45 (7.22%) Power BI
3 36 (5.78%) SQL Server Reporting Services
4 32 (5.14%) Data Warehouse
5 27 (4.33%) SQL Server Integration Services
6 24 (3.85%) MySQL
7 18 (2.89%) Relational Database
8 16 (2.57%) Big Data
9 13 (2.09%) Data Lake
10 12 (1.93%) GIS
11 11 (1.77%) PostgreSQL
11 11 (1.77%) SAP HANA
11 11 (1.77%) SQL Server Analysis Services
12 9 (1.44%) Oracle Reports
13 8 (1.28%) Electronic Patient Records
13 8 (1.28%) Oracle BI EE
13 8 (1.28%) Pentaho
13 8 (1.28%) SQL Server 2012
14 7 (1.12%) SQL Server 2008
14 7 (1.12%) SQL Server 2014
Development Applications
1 26 (4.17%) JIRA
2 10 (1.61%) Selenium
2 10 (1.61%) Visual Studio Team System
3 9 (1.44%) LSMW
3 9 (1.44%) Team Foundation Server
4 7 (1.12%) Cucumber
4 7 (1.12%) GitLab
5 6 (0.96%) Git (software)
5 6 (0.96%) Maven
6 5 (0.80%) JMeter
6 5 (0.80%) PyCharm
7 4 (0.64%) Eclipse
7 4 (0.64%) ERwin
7 4 (0.64%) Gatling
7 4 (0.64%) SoapUI
8 3 (0.48%) Ant
8 3 (0.48%) LoadRunner
8 3 (0.48%) Visual Studio
9 2 (0.32%) Oracle Forms
9 2 (0.32%) Zephyr
General
1 118 (18.94%) Finance
2 82 (13.16%) Public Sector
3 40 (6.42%) General Ledger
4 26 (4.17%) Law
5 21 (3.37%) Retail
6 19 (3.05%) Local Government
7 17 (2.73%) Banking
7 17 (2.73%) Marketing
8 16 (2.57%) Manufacturing
9 13 (2.09%) Telecoms
10 12 (1.93%) Back Office
10 12 (1.93%) Billing
11 10 (1.61%) Police
12 9 (1.44%) Legal
13 7 (1.12%) Pharmaceutical
14 6 (0.96%) Electronics
15 5 (0.80%) Investment Banking
16 3 (0.48%) Aerospace
16 3 (0.48%) Retail Banking
17 2 (0.32%) Games
Job Titles
1 122 (19.58%) Developer
2 95 (15.25%) Analyst
3 83 (13.32%) Architect
4 63 (10.11%) Consultant
5 50 (8.03%) Project Manager
6 38 (6.10%) Business Analyst
7 37 (5.94%) Solutions Architect
8 35 (5.62%) Data Analyst
8 35 (5.62%) Migration Manager
9 28 (4.49%) Data Migration Manager
10 24 (3.85%) Migration Consultant
11 23 (3.69%) Data Consultant
12 22 (3.53%) Data Migration Lead
12 22 (3.53%) Migration Analyst
13 21 (3.37%) Data Architect
13 21 (3.37%) Data Migration Consultant
13 21 (3.37%) Salesforce Developer
14 20 (3.21%) Data Migration Analyst
14 20 (3.21%) Migration Project Manager
14 20 (3.21%) Programme Manager
Libraries, Frameworks & Software Standards
1 30 (4.82%) .NET
2 29 (4.65%) Web Services
3 20 (3.21%) Visualforce
3 20 (3.21%) XML
4 16 (2.57%) OAuth
5 12 (1.93%) REST
5 12 (1.93%) SAML
6 11 (1.77%) OpenID
6 11 (1.77%) SOAP
7 10 (1.61%) CSS
7 10 (1.61%) HTML
7 10 (1.61%) Node.js
7 10 (1.61%) Oracle Fusion
7 10 (1.61%) React
8 8 (1.28%) CGI
8 8 (1.28%) Kafka
9 7 (1.12%) .NET Framework
9 7 (1.12%) Spring
9 7 (1.12%) Vue.js
9 7 (1.12%) XSL
Miscellaneous
1 26 (4.17%) Analytical Skills
2 16 (2.57%) FMCG
3 14 (2.25%) Data Centre
4 12 (1.93%) Greenfield Project
5 11 (1.77%) Hybrid Cloud
6 10 (1.61%) Data Structures
6 10 (1.61%) Management Information System
7 8 (1.28%) NHS
8 7 (1.12%) Enterprise Software
9 6 (0.96%) CMDB
9 6 (0.96%) e-Health
9 6 (0.96%) LIMS
9 6 (0.96%) PACS
9 6 (0.96%) Replication
9 6 (0.96%) Semantic Web
10 5 (0.80%) Self-Motivation
11 4 (0.64%) Mainframe
11 4 (0.64%) Reference Data
12 3 (0.48%) Public Cloud
12 3 (0.48%) Virtual Team
Operating Systems
1 32 (5.14%) Windows
2 20 (3.21%) Windows 10
3 19 (3.05%) Unix
4 17 (2.73%) Windows Server
5 16 (2.57%) Windows 7
6 12 (1.93%) Windows Server 2016
7 11 (1.77%) Windows Server 2008
7 11 (1.77%) Windows Server 2012
7 11 (1.77%) Windows Server 2019
8 10 (1.61%) Linux
9 2 (0.32%) Oracle Linux
9 2 (0.32%) Red Hat Enterprise Linux
10 1 (0.16%) VME
10 1 (0.16%) VMS
Processes & Methodologies
1 622 (99.84%) Migration
2 125 (20.06%) Agile Software Development
3 82 (13.16%) ETL
4 71 (11.40%) ERP
5 69 (11.08%) Business Intelligence
6 63 (10.11%) DevOps
7 61 (9.79%) CRM
7 61 (9.79%) Project Management
8 58 (9.31%) Data Modelling
9 50 (8.03%) Data Cleansing
10 46 (7.38%) Stakeholder Management
11 43 (6.90%) Scrum
12 42 (6.74%) Data Management
13 41 (6.58%) Unit Testing
14 35 (5.62%) Analytics
14 35 (5.62%) Problem-Solving
14 35 (5.62%) Requirements Gathering
15 34 (5.46%) Project Delivery
16 33 (5.30%) Cash Management
17 31 (4.98%) E-business
Programming Languages
1 182 (29.21%) SQL
2 49 (7.87%) JavaScript
3 48 (7.70%) PL/SQL
4 47 (7.54%) Shell Script
5 45 (7.22%) Java
6 32 (5.14%) C#
7 22 (3.53%) PowerShell
8 21 (3.37%) C
8 21 (3.37%) Python
9 20 (3.21%) Apex Code
9 20 (3.21%) T-SQL
10 18 (2.89%) VB
11 8 (1.28%) Scala
12 7 (1.12%) Java 8
13 6 (0.96%) Perl
14 5 (0.80%) ABAP
15 3 (0.48%) TypeScript
15 3 (0.48%) X++
16 2 (0.32%) Bash Shell
16 2 (0.32%) VBA
Qualifications
1 158 (25.36%) Security Cleared
2 129 (20.71%) SC Cleared
3 34 (5.46%) Degree
4 33 (5.30%) DV Cleared
5 19 (3.05%) Microsoft Certification
6 11 (1.77%) Cisco Certification
7 7 (1.12%) MCITP
7 7 (1.12%) PRINCE2 Certification
8 6 (0.96%) BPSS Clearance
8 6 (0.96%) MCAD
8 6 (0.96%) MCPD
9 5 (0.80%) Computer Science Degree
10 4 (0.64%) AWS Certification
10 4 (0.64%) ISEB
11 3 (0.48%) ACCA
11 3 (0.48%) CTC Cleared
11 3 (0.48%) ISTQB
11 3 (0.48%) SAP Certification
12 2 (0.32%) CIMA
12 2 (0.32%) PMP
Quality Assurance & Compliance
1 46 (7.38%) Data Quality
2 20 (3.21%) QA
3 11 (1.77%) GDPR
4 7 (1.12%) HL7
4 7 (1.12%) PMO
5 4 (0.64%) SLA
6 3 (0.48%) SEPA
7 2 (0.32%) Sarbanes-Oxley
8 1 (0.16%) Cyber Essentials
8 1 (0.16%) Cyber Essentials PLUS
8 1 (0.16%) Disclosure Scotland
8 1 (0.16%) GMP
8 1 (0.16%) GxP
8 1 (0.16%) ISO 20022
8 1 (0.16%) NCSC
System Software
1 29 (4.65%) Active Directory
2 13 (2.09%) VMware Infrastructure
3 12 (1.93%) VMware NSX
4 11 (1.77%) Docker
5 2 (0.32%) NFS
6 1 (0.16%) Microsoft App-V
6 1 (0.16%) Virtual Machines
6 1 (0.16%) vSphere
Systems Management
1 12 (1.93%) Ansible
2 9 (1.44%) Kubernetes
3 6 (0.96%) SCCM
3 6 (0.96%) Terraform
4 2 (0.32%) Nagios
4 2 (0.32%) SCDPM
4 2 (0.32%) SCOM
5 1 (0.16%) Amdocs OSS
5 1 (0.16%) Cisco CUCM
5 1 (0.16%) Data Guard
5 1 (0.16%) HP Quality Center
5 1 (0.16%) McAfee ePO
5 1 (0.16%) Netcool
5 1 (0.16%) Netcool/OMNIbus
5 1 (0.16%) OpenView Configuration Management
5 1 (0.16%) Oracle ZFS
5 1 (0.16%) Single Sign-On
5 1 (0.16%) Tivoli Storage Manager
Vendors
1 127 (20.39%) Oracle
2 98 (15.73%) Microsoft
3 96 (15.41%) SAP
4 47 (7.54%) Salesforce.com
5 17 (2.73%) Cisco
6 15 (2.41%) VMware
7 14 (2.25%) Tableau
8 12 (1.93%) Workday
9 11 (1.77%) ESRI
9 11 (1.77%) Google
9 11 (1.77%) Lumension
9 11 (1.77%) Northgate
9 11 (1.77%) Sophos
10 9 (1.44%) Informatica
11 7 (1.12%) ServiceNow
12 6 (0.96%) Databricks
12 6 (0.96%) IFS
12 6 (0.96%) Talend
13 5 (0.80%) CheckPoint
13 5 (0.80%) JD Edwards