Period
to 18 November 2017

The following table provides summary statistics for contract job vacancies advertised in Manchester 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
North West > Manchester
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 70 70 52
Rank change year-on-year 0 -18 +25
Contract jobs citing Data Migration 67 92 114
As % of all contract IT jobs advertised in Manchester 2.28% 2.58% 3.02%
As % of the Processes & Methodologies category 2.81% 3.08% 3.76%
Number of daily rates quoted 47 35 62
Manchester median daily rate £413 £450 £350
Median daily rate % change year-on-year -8.33% +28.57% -
10th Percentile £320 £318 £251
90th Percentile £642 £541 £569
North West median daily rate £577 £438 £388
% change year-on-year +31.89% +12.90% -5.49%
Number of hourly rates quoted 1 1 1
Manchester median hourly rate £15.86 £15.25 £15.25
Median hourly rate % change year-on-year +4.00% - -57.93%
10th Percentile £15.04 £14.13 £14.13
90th Percentile £16.68 £16.38 £16.38
North West median hourly rate £27.00 £15.25 £15.25
% change year-on-year +77.05% - +1.67%

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 Manchester with a requirement for process or methodology skills.

All Process and Methodology Skills
Manchester
Contract vacancies with a requirement for process or methodology skills 2385 2991 3030
As % of all contract IT jobs advertised in Manchester 81.23% 83.80% 80.22%
Number of daily rates quoted 1519 1902 1793
Manchester median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% +8.70%
10th Percentile £263 £263 £250
90th Percentile £575 £538 £530
North West median daily rate £400 £400 £400
Number of hourly rates quoted 80 57 79
Manchester median hourly rate £17.50 £15.25 £19.00
Median hourly rate % change year-on-year +14.75% -19.74% +26.67%
10th Percentile £11.75 £11.65 £10.95
90th Percentile £45.30 £40.60 £42.10
North West median hourly rate £27.00 £23.50 £30.52
% change year-on-year +14.89% -23.00% +64.97%

Data Migration
Job Vacancy Trend in Manchester

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

Job vacancy trend for Data Migration in Manchester

Data Migration
Contractor Daily Rate Trend in Manchester

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

Contractor daily rate trend for Data Migration in Manchester

Data Migration
Contractor Daily Rate Histogram in Manchester

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

Contractor daily rate histogram for Data Migration in Manchester

Data Migration
Contractor Hourly Rate Trend in Manchester

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

Contractor hourly rate trend for Data Migration in Manchester

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 Manchester region with a requirement for Data Migration.

1 67 (100.00%) Migration
2 29 (43.28%) SQL
3 27 (40.30%) Microsoft
4 26 (38.81%) ETL
5 23 (34.33%) Data Modelling
6 19 (28.36%) Agile Software Development
7 17 (25.37%) SQL Server
8 15 (22.39%) Oracle
9 14 (20.90%) Data Architecture
10 12 (17.91%) Information Architecture
10 12 (17.91%) SharePoint
10 12 (17.91%) Business Intelligence
10 12 (17.91%) Intranet
11 11 (16.42%) T-SQL
11 11 (16.42%) Analytical Skills
12 10 (14.93%) Analytical Thinking
12 10 (14.93%) Data Governance
12 10 (14.93%) Use Case
12 10 (14.93%) Retail
12 10 (14.93%) Data Management
12 10 (14.93%) SQL Server Integration Services
12 10 (14.93%) .NET
13 9 (13.43%) Data Quality
14 8 (11.94%) Taxonomies
14 8 (11.94%) Kalman Filter
14 8 (11.94%) SAP
14 8 (11.94%) Business Analysis
14 8 (11.94%) Management Information System
14 8 (11.94%) Stakeholder Management
15 7 (10.45%) Validation

Data Migration
Co-occurring IT Skills in Manchester 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 12 (17.91%) SharePoint
2 1 (1.49%) TPMS
Applications
1 1 (1.49%) Microsoft Excel
Business Applications
1 5 (7.46%) Dynamics AX
2 2 (2.99%) SAP Payroll
2 2 (2.99%) SAP PLM
2 2 (2.99%) SAP S/4HANA
3 1 (1.49%) SAP CO
3 1 (1.49%) SAP FI
3 1 (1.49%) SAP FI/CO
3 1 (1.49%) SAP FI-AP
Cloud Services
1 6 (8.96%) Microsoft Azure
2 1 (1.49%) SuccessFactors
Communications & Networking
1 12 (17.91%) Intranet
2 2 (2.99%) VSAN
Database & Business Intelligence
1 17 (25.37%) SQL Server
2 10 (14.93%) SQL Server Integration Services
3 5 (7.46%) Data Warehouse
3 5 (7.46%) MongoDB
4 3 (4.48%) DB2
4 3 (4.48%) OLAP
4 3 (4.48%) OLTP
4 3 (4.48%) PostgreSQL
4 3 (4.48%) Star Schema
5 2 (2.99%) Hadoop
5 2 (2.99%) Oracle Exadata
5 2 (2.99%) PowerCenter
5 2 (2.99%) SAP BW
5 2 (2.99%) SQL Server 2008
5 2 (2.99%) SQL Server Reporting Services
6 1 (1.49%) IDMS
6 1 (1.49%) Oracle Database
6 1 (1.49%) SAP Data Services
6 1 (1.49%) SQL Server 2014
6 1 (1.49%) SQL Server Analysis Services
Development Applications
1 3 (4.48%) Visual Studio
1 3 (4.48%) VSS/SourceSafe
2 2 (2.99%) JIRA
3 1 (1.49%) Selenium
3 1 (1.49%) Toad
General
1 10 (14.93%) Retail
2 6 (8.96%) Finance
3 1 (1.49%) Banking
3 1 (1.49%) Financial Institution
3 1 (1.49%) Manufacturing
Job Titles
1 21 (31.34%) Architect
2 16 (23.88%) Analyst
3 11 (16.42%) Information Architect
4 8 (11.94%) Data Analyst
5 7 (10.45%) Consultant
6 5 (7.46%) Business Analyst
6 5 (7.46%) Data Architect
6 5 (7.46%) SQL Analyst
6 5 (7.46%) SQL Data Analyst
7 4 (5.97%) Data Migration Analyst
7 4 (5.97%) Migration Analyst
7 4 (5.97%) Project Manager
7 4 (5.97%) SAP Consultant
8 3 (4.48%) Data Consultant
8 3 (4.48%) Data Migration Consultant
8 3 (4.48%) Developer
8 3 (4.48%) Migration Consultant
8 3 (4.48%) Sitecore Architect
8 3 (4.48%) Test Analyst
9 2 (2.99%) Azure Consultant
Libraries, Frameworks & Software Standards
1 10 (14.93%) .NET
2 4 (5.97%) Web Services
3 3 (4.48%) Hibernate
3 3 (4.48%) XML
3 3 (4.48%) XSD
3 3 (4.48%) XSLT
4 2 (2.99%) JSON
Miscellaneous
1 11 (16.42%) Analytical Skills
2 8 (11.94%) Management Information System
2 8 (11.94%) Taxonomies
3 6 (8.96%) Data Structures
4 2 (2.99%) FMCG
5 1 (1.49%) Driving Licence
5 1 (1.49%) iPad
5 1 (1.49%) Learning Management System
5 1 (1.49%) NHS
5 1 (1.49%) User Experience
Operating Systems
1 4 (5.97%) Linux
1 4 (5.97%) Unix
2 3 (4.48%) Red Hat Enterprise Linux
3 2 (2.99%) Windows
4 1 (1.49%) OpenVMS
4 1 (1.49%) VME
4 1 (1.49%) VMS
4 1 (1.49%) Windows 7
4 1 (1.49%) Windows 8
Processes & Methodologies
1 67 (100.00%) Migration
2 26 (38.81%) ETL
3 23 (34.33%) Data Modelling
4 19 (28.36%) Agile Software Development
5 14 (20.90%) Data Architecture
6 12 (17.91%) Business Intelligence
6 12 (17.91%) Information Architecture
7 10 (14.93%) Analytical Thinking
7 10 (14.93%) Data Governance
7 10 (14.93%) Data Management
7 10 (14.93%) Use Case
8 8 (11.94%) Business Analysis
8 8 (11.94%) Kalman Filter
8 8 (11.94%) Stakeholder Management
9 7 (10.45%) Data Cleansing
9 7 (10.45%) Validation
10 6 (8.96%) Content Development
11 5 (7.46%) Continuous Improvement
11 5 (7.46%) ERD
11 5 (7.46%) SDLC
Programming Languages
1 29 (43.28%) SQL
2 11 (16.42%) T-SQL
3 3 (4.48%) Java
3 3 (4.48%) XPath
4 1 (1.49%) C
4 1 (1.49%) C#
4 1 (1.49%) C++
4 1 (1.49%) COBOL
4 1 (1.49%) Fortran
4 1 (1.49%) Pascal
4 1 (1.49%) PL/SQL
4 1 (1.49%) Shell Script
4 1 (1.49%) VB
Qualifications
1 2 (2.99%) Security Cleared
2 1 (1.49%) BC Cleared
2 1 (1.49%) BPSS Clearance
2 1 (1.49%) ISTQB
2 1 (1.49%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 9 (13.43%) Data Quality
2 3 (4.48%) QA
3 1 (1.49%) GMP
System Software
1 3 (4.48%) Active Directory
1 3 (4.48%) Virtual Machines
Systems Management
1 1 (1.49%) Systems Management Server (SMS)
Vendors
1 27 (40.30%) Microsoft
2 15 (22.39%) Oracle
3 8 (11.94%) SAP
4 3 (4.48%) EnterpriseDB
4 3 (4.48%) Red Hat
4 3 (4.48%) SendGrid
4 3 (4.48%) Sitecore
5 2 (2.99%) Informatica
5 2 (2.99%) Sun
6 1 (1.49%) Apple
6 1 (1.49%) Dell
6 1 (1.49%) Fujitsu
6 1 (1.49%) HP
6 1 (1.49%) Orchard
6 1 (1.49%) PeopleSoft
6 1 (1.49%) WorldPay