Period
to 17 November 2017

The following table provides summary statistics for contract job vacancies advertised in the Midlands 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 17 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 > Midlands
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 77 74 74
Rank change year-on-year -3 0 +7
Contract jobs citing Data Migration 215 261 206
As % of all contract IT jobs advertised in the Midlands 2.63% 2.65% 2.42%
As % of the Processes & Methodologies category 3.16% 3.21% 3.05%
Number of daily rates quoted 152 167 153
Midlands median daily rate £450 £400 £375
Median daily rate % change year-on-year +12.50% +6.67% -
10th Percentile £260 £278 £263
90th Percentile £588 £582 £580
England median daily rate £450 £444 £400
% change year-on-year +1.27% +11.09% -3.03%
Number of hourly rates quoted 4 2 1
Midlands median hourly rate £13.00 £14.13 £15.25
Median hourly rate % change year-on-year -7.96% -7.38% -23.75%
England median hourly rate £17.50 £15.25 £15.25
% change year-on-year +14.75% - -8.79%

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 the Midlands with a requirement for process or methodology skills.

All Process and Methodology Skills
Midlands
Contract vacancies with a requirement for process or methodology skills 6799 8136 6744
As % of all contract IT jobs advertised in the Midlands 83.22% 82.61% 79.16%
Number of daily rates quoted 4331 4961 3987
Midlands median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% +3.45%
10th Percentile £250 £250 £233
90th Percentile £550 £575 £538
England median daily rate £450 £425 £420
% change year-on-year +5.88% +1.19% +5.00%
Number of hourly rates quoted 239 204 257
Midlands median hourly rate £21.24 £16.30 £18.52
Median hourly rate % change year-on-year +30.35% -12.01% +2.89%
10th Percentile £10.57 £10.50 £11.00
90th Percentile £49.00 £39.85 £42.35
England median hourly rate £24.00 £24.03 £22.50
% change year-on-year -0.12% +6.80% +18.42%

Data Migration
Job Vacancy Trend in the Midlands

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

Job vacancy trend for Data Migration in the Midlands

Data Migration
Contractor Daily Rate Trend in the Midlands

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

Contractor daily rate trend for Data Migration in the Midlands

Data Migration
Contractor Daily Rate Histogram in the Midlands

The daily rate distribution of IT jobs citing Data Migration in the Midlands over the 6 months to 17 November 2017.

Contractor daily rate histogram for Data Migration in the Midlands

Data Migration
Contractor Hourly Rate Trend in the Midlands

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

Contractor hourly rate trend for Data Migration in the Midlands

Data Migration
Contract Job Locations in the Midlands

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 Midlands region over the 6 months to 17 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
West Midlands -5 119 £413 +3.13% 5
East Midlands +9 92 £505 +26.13% 1
Data Migration
England

For the 6 months to 17 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 Midlands region with a requirement for Data Migration.

1 215 (100.00%) Migration
2 58 (26.98%) Finance
3 51 (23.72%) SAP
4 46 (21.40%) SQL
5 43 (20.00%) ERP
6 38 (17.67%) ETL
7 32 (14.88%) Data Quality
8 31 (14.42%) Business Intelligence
9 28 (13.02%) Stakeholder Management
9 28 (13.02%) Logistics
10 27 (12.56%) Data Modelling
10 27 (12.56%) Security Cleared
11 26 (12.09%) Microsoft
11 26 (12.09%) Data Analysis
12 25 (11.63%) Oracle
13 24 (11.16%) SQL Server Integration Services
14 23 (10.70%) SQL Server
15 22 (10.23%) Manufacturing
16 21 (9.77%) Data Mapping
16 21 (9.77%) SC Cleared
16 21 (9.77%) Data Management
17 20 (9.30%) User Acceptance Testing
18 18 (8.37%) Agile Software Development
19 17 (7.91%) Project Management
19 17 (7.91%) CRM
19 17 (7.91%) Integration Testing
19 17 (7.91%) Data Extraction
20 16 (7.44%) Data Structures
21 15 (6.98%) ABAP
21 15 (6.98%) LSMW

Data Migration
Co-occurring IT Skills in the Midlands 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 14 (6.51%) SharePoint
2 5 (2.33%) SharePoint 2010
2 5 (2.33%) SharePoint 2013
3 3 (1.40%) BizTalk Server
4 2 (0.93%) Elasticsearch
5 1 (0.47%) CMS
5 1 (0.47%) Drupal
5 1 (0.47%) OpenEdge
5 1 (0.47%) Oracle SOA Suite
Applications
1 9 (4.19%) Microsoft Excel
2 8 (3.72%) Microsoft Office
3 5 (2.33%) MS Visio
4 1 (0.47%) Microsoft PowerPoint
4 1 (0.47%) Spreadsheet
Business Applications
1 11 (5.12%) SAP CO
1 11 (5.12%) SAP FI
1 11 (5.12%) SAP FI/CO
2 10 (4.65%) SAP MM
3 7 (3.26%) Oracle ERP
4 6 (2.79%) Dynamics CRM
5 5 (2.33%) SAP ERP
6 4 (1.86%) Oracle EBS
6 4 (1.86%) Oracle Financials
7 3 (1.40%) Infor M3
7 3 (1.40%) Oracle Receivables
7 3 (1.40%) SAP Payroll
7 3 (1.40%) SAP SD
7 3 (1.40%) SAP WM
7 3 (1.40%) Unit4 Business World
8 2 (0.93%) Oracle Assets
8 2 (0.93%) Oracle Cash Management
8 2 (0.93%) Oracle EBS R12
8 2 (0.93%) Oracle iProcurement
8 2 (0.93%) Oracle Payables
Cloud Services
1 15 (6.98%) Microsoft Azure
2 13 (6.05%) Office 365
3 7 (3.26%) SaaS
4 6 (2.79%) Dynamics 365
5 4 (1.86%) Amazon AWS
5 4 (1.86%) Salesforce Service Cloud
5 4 (1.86%) SuccessFactors
6 2 (0.93%) PaaS
Communications & Networking
1 3 (1.40%) VSAN
2 1 (0.47%) FTP
2 1 (0.47%) MPLS
2 1 (0.47%) Skype
2 1 (0.47%) SMS
2 1 (0.47%) VoIP
2 1 (0.47%) WAN
Database & Business Intelligence
1 24 (11.16%) SQL Server Integration Services
2 23 (10.70%) SQL Server
3 7 (3.26%) Data Warehouse
3 7 (3.26%) Power BI
4 5 (2.33%) SQL Server 2016
4 5 (2.33%) SQL Server Reporting Services
5 4 (1.86%) QlikView
5 4 (1.86%) SQL Server Analysis Services
6 3 (1.40%) Data Mining
7 2 (0.93%) Azure SQL Database
7 2 (0.93%) MS Access
7 2 (0.93%) OLAP
7 2 (0.93%) OLAP Cube
7 2 (0.93%) Oracle ODI
7 2 (0.93%) Oracle OLAP
7 2 (0.93%) Relational Database
7 2 (0.93%) SAP Data Services
8 1 (0.47%) Oracle Database 12c
8 1 (0.47%) Qlik Sense
8 1 (0.47%) SQL Server 2014
Development Applications
1 15 (6.98%) LSMW
2 4 (1.86%) ERwin
3 3 (1.40%) Talend Open Studio
4 2 (0.93%) SoapUI
5 1 (0.47%) Oracle APEX
5 1 (0.47%) Oracle Forms
5 1 (0.47%) PeopleTools
5 1 (0.47%) PowerDesigner
5 1 (0.47%) PVCS
5 1 (0.47%) Visual Studio
General
1 58 (26.98%) Finance
2 22 (10.23%) Manufacturing
3 13 (6.05%) Retail
4 11 (5.12%) Aerospace
5 6 (2.79%) Pharmaceutical
6 4 (1.86%) Legal
7 3 (1.40%) Banking
7 3 (1.40%) Marketing
8 2 (0.93%) Automotive
8 2 (0.93%) Billing
8 2 (0.93%) General Ledger
9 1 (0.47%) Back Office
9 1 (0.47%) Publishing
Job Titles
1 51 (23.72%) Analyst
2 35 (16.28%) Architect
3 34 (15.81%) Data Analyst
4 32 (14.88%) Consultant
5 22 (10.23%) Data Migration Analyst
5 22 (10.23%) Migration Analyst
6 20 (9.30%) SAP Consultant
7 16 (7.44%) Business Analyst
8 14 (6.51%) Migration Manager
9 13 (6.05%) Data Architect
9 13 (6.05%) Data Manager
9 13 (6.05%) Data Migration Manager
10 11 (5.12%) Data Migration Lead
10 11 (5.12%) Developer
10 11 (5.12%) Project Manager
11 9 (4.19%) Data Business Analyst
11 9 (4.19%) SAP Data Migration Lead
11 9 (4.19%) SQL Analyst
12 8 (3.72%) SQL Data Analyst
13 7 (3.26%) Data Migration Business Analyst
Libraries, Frameworks & Software Standards
1 6 (2.79%) Middleware
2 5 (2.33%) Web Services
3 4 (1.86%) .NET
4 3 (1.40%) HTML
5 2 (0.93%) CSS
5 2 (0.93%) Elastic Stack
5 2 (0.93%) jQuery
5 2 (0.93%) Kafka
5 2 (0.93%) Node.js
5 2 (0.93%) Oracle Fusion
5 2 (0.93%) RESTful
5 2 (0.93%) XML
6 1 (0.47%) AngularJS
6 1 (0.47%) CSS3
6 1 (0.47%) EDI
6 1 (0.47%) HTML5
6 1 (0.47%) SAML
6 1 (0.47%) SOAP
6 1 (0.47%) Twitter Bootstrap
Miscellaneous
1 16 (7.44%) Data Structures
2 13 (6.05%) Analytical Skills
3 9 (4.19%) Management Information System
4 5 (2.33%) NHS
5 4 (1.86%) Freedom of Information
5 4 (1.86%) Smartphone
5 4 (1.86%) Taxonomies
6 2 (0.93%) Cloud Native
6 2 (0.93%) Greenfield Project
7 1 (0.47%) Computer Science
7 1 (0.47%) Data Centre
7 1 (0.47%) iPhone
7 1 (0.47%) LIMS
7 1 (0.47%) Private Cloud
7 1 (0.47%) SCADA
7 1 (0.47%) Smart Meter
Operating Systems
1 13 (6.05%) Windows
2 8 (3.72%) Windows 10
3 6 (2.79%) Windows 7
4 5 (2.33%) Android
5 4 (1.86%) Apple iOS
5 4 (1.86%) Windows 8
6 3 (1.40%) VMS
7 2 (0.93%) Windows Server
Processes & Methodologies
1 215 (100.00%) Migration
2 43 (20.00%) ERP
3 38 (17.67%) ETL
4 31 (14.42%) Business Intelligence
5 28 (13.02%) Logistics
5 28 (13.02%) Stakeholder Management
6 27 (12.56%) Data Modelling
7 26 (12.09%) Data Analysis
8 21 (9.77%) Data Management
8 21 (9.77%) Data Mapping
9 20 (9.30%) User Acceptance Testing
10 18 (8.37%) Agile Software Development
11 17 (7.91%) CRM
11 17 (7.91%) Data Extraction
11 17 (7.91%) Integration Testing
11 17 (7.91%) Project Management
12 15 (6.98%) Time Management
13 13 (6.05%) Data Governance
13 13 (6.05%) Validation
14 12 (5.58%) Data Cleansing
Programming Languages
1 46 (21.40%) SQL
2 15 (6.98%) ABAP
3 12 (5.58%) T-SQL
4 5 (2.33%) C#
5 4 (1.86%) Java
6 3 (1.40%) PL/SQL
6 3 (1.40%) Python
6 3 (1.40%) VB
7 2 (0.93%) Go
7 2 (0.93%) JavaScript
7 2 (0.93%) PeopleCode
7 2 (0.93%) Ruby
7 2 (0.93%) SQR
8 1 (0.47%) Apple Swift
8 1 (0.47%) Objective-C
8 1 (0.47%) PHP
8 1 (0.47%) Progress 4GL
8 1 (0.47%) VB.NET
8 1 (0.47%) VBA
Qualifications
1 27 (12.56%) Security Cleared
2 21 (9.77%) SC Cleared
3 10 (4.65%) Degree
4 3 (1.40%) IIBA
4 3 (1.40%) ISEB
5 2 (0.93%) BPSS Clearance
5 2 (0.93%) CCNA
5 2 (0.93%) Cisco Certification
5 2 (0.93%) ISTQB
6 1 (0.47%) AWS Certification
6 1 (0.47%) ISTQB Foundation Certification
6 1 (0.47%) ITIL Certification
6 1 (0.47%) MBA
6 1 (0.47%) Microsoft Certification
6 1 (0.47%) OCP
6 1 (0.47%) Oracle Certification
Quality Assurance & Compliance
1 32 (14.88%) Data Quality
2 6 (2.79%) GDPR
3 3 (1.40%) QA
4 1 (0.47%) PMO
System Software
1 2 (0.93%) Active Directory
Systems Management
1 2 (0.93%) Grafana
1 2 (0.93%) HP Quality Center
1 2 (0.93%) Kibana
1 2 (0.93%) logstash
Vendors
1 51 (23.72%) SAP
2 26 (12.09%) Microsoft
3 25 (11.63%) Oracle
4 7 (3.26%) Infor
5 5 (2.33%) PeopleSoft
5 5 (2.33%) Salesforce.com
6 4 (1.86%) Informatica
7 3 (1.40%) Sun
7 3 (1.40%) Talend
8 2 (0.93%) Citrix
8 2 (0.93%) HP
8 2 (0.93%) Kronos
8 2 (0.93%) Northgate
8 2 (0.93%) Siemens
9 1 (0.47%) Apigee
9 1 (0.47%) Epicor
9 1 (0.47%) JD Edwards
9 1 (0.47%) MuleSoft
9 1 (0.47%) Progress
9 1 (0.47%) Sage