Period
to 18 November 2017

The following table provides summary statistics for contract job vacancies advertised in the North West 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 18 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 > North West
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 59 82 73
Rank change year-on-year +23 -9 0
Contract jobs citing Data Migration 170 170 207
As % of all contract IT jobs advertised in the North West 2.99% 2.47% 2.42%
As % of the Processes & Methodologies category 3.68% 2.94% 2.98%
Number of daily rates quoted 131 85 114
North West median daily rate £577 £438 £388
Median daily rate % change year-on-year +31.89% +12.90% -5.49%
10th Percentile £375 £285 £263
90th Percentile £660 £573 £571
England median daily rate £450 £444 £400
% change year-on-year +1.41% +10.94% -3.03%
Number of hourly rates quoted 7 3 5
North West median hourly rate £27.00 £15.25 £15.25
Median hourly rate % change year-on-year +77.05% - +1.67%
10th Percentile £18.62 £13.23 £13.00
90th Percentile £67.50 £39.88 £20.48
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 North West with a requirement for process or methodology skills.

All Process and Methodology Skills
North West
Contract vacancies with a requirement for process or methodology skills 4624 5782 6956
As % of all contract IT jobs advertised in the North West 81.35% 83.86% 81.17%
Number of daily rates quoted 2952 3723 4214
North West median daily rate £400 £400 £400
10th Percentile £263 £263 £255
90th Percentile £586 £556 £575
England median daily rate £450 £425 £420
% change year-on-year +5.88% +1.19% +5.00%
Number of hourly rates quoted 198 169 284
North West median hourly rate £27.00 £23.50 £30.52
Median hourly rate % change year-on-year +14.89% -23.00% +64.97%
10th Percentile £11.67 £12.15 £12.40
90th Percentile £51.71 £53.10 £52.47
England median hourly rate £24.00 £24.41 £22.50
% change year-on-year -1.68% +8.49% +18.42%

Data Migration
Job Vacancy Trend in the North West

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

Job vacancy trend for Data Migration in the North West

Data Migration
Contractor Daily Rate Trend in the North West

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

Contractor daily rate trend for Data Migration in the North West

Data Migration
Contractor Daily Rate Histogram in the North West

The daily rate distribution of IT jobs citing Data Migration in the North West over the 6 months to 18 November 2017.

Contractor daily rate histogram for Data Migration in the North West

Data Migration
Contractor Hourly Rate Trend in the North West

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

Contractor hourly rate trend for Data Migration in the North West

Data Migration
Contractor Hourly Rate Histogram in the North West

The hourly rate distribution of IT jobs citing Data Migration in the North West over the 6 months to 18 November 2017.

Contractor hourly rate histogram for Data Migration in the North West

Data Migration
Contract Job Locations in the North West

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 North West region over the 6 months to 18 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
Cheshire +46 75 £600 +71.43% 2
Manchester 0 67 £413 -8.33% 4
Lancashire +25 13 £413 +3.13%
Merseyside -10 4 £450 +38.46%
Data Migration
England

For the 6 months to 18 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 North West region with a requirement for Data Migration.

1 169 (99.41%) Migration
2 75 (44.12%) SAP
3 59 (34.71%) SAP BW
4 57 (33.53%) Ariba
5 40 (23.53%) SQL
6 34 (20.00%) Microsoft
7 31 (18.24%) ETL
8 28 (16.47%) Data Modelling
8 28 (16.47%) SQL Server
9 27 (15.88%) Agile Software Development
10 18 (10.59%) Business Intelligence
11 17 (10.00%) Oracle
12 16 (9.41%) SQL Server Integration Services
12 16 (9.41%) Data Architecture
13 15 (8.82%) Business Analysis
14 14 (8.24%) Data Management
14 14 (8.24%) T-SQL
15 13 (7.65%) Finance
15 13 (7.65%) SharePoint
15 13 (7.65%) Data Governance
15 13 (7.65%) Analytical Skills
16 12 (7.06%) Information Architecture
16 12 (7.06%) Management Information System
16 12 (7.06%) Intranet
17 11 (6.47%) .NET
17 11 (6.47%) Retail
18 10 (5.88%) Data Cleansing
18 10 (5.88%) Use Case
18 10 (5.88%) Data Warehouse
18 10 (5.88%) Analytical Thinking

Data Migration
Co-occurring IT Skills in the North West 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 13 (7.65%) SharePoint
2 1 (0.59%) BizTalk Server
2 1 (0.59%) TPMS
Applications
1 4 (2.35%) Microsoft Excel
Business Applications
1 9 (5.29%) SAP MM
2 6 (3.53%) Dynamics AX
3 3 (1.76%) SAP S/4HANA
4 2 (1.18%) SAP CO
4 2 (1.18%) SAP FI
4 2 (1.18%) SAP FI/CO
4 2 (1.18%) SAP Payroll
4 2 (1.18%) SAP PLM
5 1 (0.59%) Aareon QL
5 1 (0.59%) Dynamics NAV
5 1 (0.59%) Sage 200
5 1 (0.59%) Sage 50
5 1 (0.59%) Salesforce.com CRM
5 1 (0.59%) SAP FI-AP
5 1 (0.59%) SAP HCM
5 1 (0.59%) SAP MDM
Cloud Services
1 6 (3.53%) Microsoft Azure
2 2 (1.18%) Force.com
2 2 (1.18%) SuccessFactors
Communications & Networking
1 12 (7.06%) Intranet
2 3 (1.76%) SAN
3 2 (1.18%) Fibre Channel
3 2 (1.18%) SSH
3 2 (1.18%) TCP/IP
3 2 (1.18%) VSAN
4 1 (0.59%) iSCSI
Database & Business Intelligence
1 59 (34.71%) SAP BW
2 28 (16.47%) SQL Server
3 16 (9.41%) SQL Server Integration Services
4 10 (5.88%) Data Warehouse
5 9 (5.29%) DB2
6 5 (2.94%) MongoDB
6 5 (2.94%) SAP Data Services
6 5 (2.94%) SQL Server 2008
6 5 (2.94%) SQL Server Analysis Services
6 5 (2.94%) SQL Server Reporting Services
7 3 (1.76%) OLAP
7 3 (1.76%) OLTP
7 3 (1.76%) Oracle Database
7 3 (1.76%) PostgreSQL
7 3 (1.76%) Power BI
7 3 (1.76%) SQL Server 2005
7 3 (1.76%) Star Schema
8 2 (1.18%) PowerCenter
8 2 (1.18%) RDBMS
8 2 (1.18%) SQLPlus
Development Applications
1 4 (2.35%) JIRA
2 3 (1.76%) Visual Studio
2 3 (1.76%) VSS/SourceSafe
3 2 (1.18%) Git (software)
3 2 (1.18%) Jenkins
4 1 (0.59%) Selenium
4 1 (0.59%) Toad
General
1 13 (7.65%) Finance
2 11 (6.47%) Retail
3 5 (2.94%) Banking
4 4 (2.35%) Pharmaceutical
5 3 (1.76%) Manufacturing
6 2 (1.18%) Marketing
6 2 (1.18%) Retail Banking
7 1 (0.59%) Advertising
7 1 (0.59%) Billing
7 1 (0.59%) Financial Institution
7 1 (0.59%) Telecoms
Job Titles
1 57 (33.53%) Workstream Lead
2 30 (17.65%) Architect
3 28 (16.47%) Analyst
4 14 (8.24%) Consultant
5 13 (7.65%) Business Analyst
5 13 (7.65%) Data Analyst
6 11 (6.47%) Data Architect
6 11 (6.47%) Information Architect
7 10 (5.88%) DBA
7 10 (5.88%) Developer
8 6 (3.53%) Data Migration Analyst
8 6 (3.53%) Migration Analyst
8 6 (3.53%) Project Manager
9 5 (2.94%) SAP Consultant
9 5 (2.94%) SQL Analyst
9 5 (2.94%) SQL Data Analyst
10 4 (2.35%) Business Intelligence Developer
10 4 (2.35%) Data Business Analyst
10 4 (2.35%) Data Consultant
11 3 (1.76%) Data Migration Manager
Libraries, Frameworks & Software Standards
1 11 (6.47%) .NET
2 5 (2.94%) Web Services
2 5 (2.94%) XML
3 3 (1.76%) Hibernate
3 3 (1.76%) XSD
3 3 (1.76%) XSLT
4 2 (1.18%) JSON
4 2 (1.18%) Oracle GoldenGate
4 2 (1.18%) SOAP
Miscellaneous
1 13 (7.65%) Analytical Skills
2 12 (7.06%) Management Information System
3 9 (5.29%) Data Structures
4 8 (4.71%) Taxonomies
5 6 (3.53%) Data Centre
6 2 (1.18%) FMCG
7 1 (0.59%) Driving Licence
7 1 (0.59%) IBM Mainframe
7 1 (0.59%) iPad
7 1 (0.59%) Learning Management System
7 1 (0.59%) Mainframe
7 1 (0.59%) NHS
7 1 (0.59%) User Experience
Operating Systems
1 8 (4.71%) Linux
1 8 (4.71%) Unix
2 5 (2.94%) Red Hat Enterprise Linux
3 4 (2.35%) Windows
4 3 (1.76%) zOS
5 1 (0.59%) AIX
5 1 (0.59%) HPUX
5 1 (0.59%) OpenVMS
5 1 (0.59%) Solaris
5 1 (0.59%) VME
5 1 (0.59%) VMS
5 1 (0.59%) Windows 7
5 1 (0.59%) Windows 8
Processes & Methodologies
1 169 (99.41%) Migration
2 31 (18.24%) ETL
3 28 (16.47%) Data Modelling
4 27 (15.88%) Agile Software Development
5 18 (10.59%) Business Intelligence
6 16 (9.41%) Data Architecture
7 15 (8.82%) Business Analysis
8 14 (8.24%) Data Management
9 13 (7.65%) Data Governance
10 12 (7.06%) Information Architecture
11 10 (5.88%) Analytical Thinking
11 10 (5.88%) Data Cleansing
11 10 (5.88%) Use Case
12 8 (4.71%) Asset Management
12 8 (4.71%) Kalman Filter
12 8 (4.71%) SDLC
12 8 (4.71%) Stakeholder Management
13 7 (4.12%) Performance Tuning
13 7 (4.12%) Project Management
13 7 (4.12%) Validation
Programming Languages
1 40 (23.53%) SQL
2 14 (8.24%) T-SQL
3 5 (2.94%) Java
4 3 (1.76%) C
4 3 (1.76%) PL/SQL
4 3 (1.76%) Shell Script
4 3 (1.76%) XPath
5 2 (1.18%) AWK
5 2 (1.18%) Korn
5 2 (1.18%) sed
6 1 (0.59%) ABAP
6 1 (0.59%) C#
6 1 (0.59%) C++
6 1 (0.59%) COBOL
6 1 (0.59%) Fortran
6 1 (0.59%) Pascal
6 1 (0.59%) VB
Qualifications
1 7 (4.12%) Security Cleared
2 5 (2.94%) SC Cleared
3 1 (0.59%) BC Cleared
3 1 (0.59%) BPSS Clearance
3 1 (0.59%) Degree
3 1 (0.59%) ISTQB
3 1 (0.59%) ISTQB Foundation Certification
3 1 (0.59%) Master's Degree
Quality Assurance & Compliance
1 9 (5.29%) Data Quality
2 3 (1.76%) QA
3 2 (1.18%) PMO
4 1 (0.59%) GMP
System Software
1 5 (2.94%) Virtual Machines
2 4 (2.35%) Active Directory
Systems Management
1 2 (1.18%) Data Guard
1 2 (1.18%) Oracle Enterprise Manager
1 2 (1.18%) Oracle RMAN
1 2 (1.18%) Systems Management Server (SMS)
2 1 (0.59%) SCCM
Vendors
1 75 (44.12%) SAP
2 57 (33.53%) Ariba
3 34 (20.00%) Microsoft
4 17 (10.00%) Oracle
5 5 (2.94%) Red Hat
6 4 (2.35%) HP
6 4 (2.35%) IBM
7 3 (1.76%) 3PAR
7 3 (1.76%) EMC
7 3 (1.76%) EnterpriseDB
7 3 (1.76%) Sage
7 3 (1.76%) Salesforce.com
7 3 (1.76%) SendGrid
7 3 (1.76%) Sitecore
8 2 (1.18%) Brocade
8 2 (1.18%) Cisco
8 2 (1.18%) Dell
8 2 (1.18%) Informatica
8 2 (1.18%) Sun
9 1 (0.59%) NetApp