Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the North West with a requirement for Data Migration skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Migration over the 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Data Migration
England > North West
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 292 262 260
Rank change year-on-year -30 -2 -32
Permanent jobs citing Data Migration 82 97 92
As % of all permanent IT jobs advertised in the North West 0.62% 0.78% 0.71%
As % of the Processes & Methodologies category 0.69% 0.86% 0.79%
Number of salaries quoted 30 45 77
North West median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% +6.25%
10th Percentile £33,675 £32,500 £31,250
90th Percentile £64,000 £58,250 £61,000
England median annual salary £52,500 £52,500 £52,500

Data Migration is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the North West with a requirement for process or methodology skills.

All Process and Methodology Skills
North West
Permanent vacancies with a requirement for process or methodology skills 11909 11223 11591
As % of all permanent IT jobs advertised in the North West 89.90% 89.76% 89.42%
Number of salaries quoted 9463 9353 9582
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +1.27%
10th Percentile £26,250 £26,250 £24,750
90th Percentile £65,000 £62,500 £60,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

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
Salary Trend in the North West

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

Salary trend for Data Migration in the North West

Data Migration
Salary Histogram in the North West

The salary distribution of IT jobs citing Data Migration in the North West over the 6 months to 23 November 2017.

Salary histogram for Data Migration in the North West

Data Migration
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Migration within the North West region over the 6 months to 23 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester -26 50 £60,000 +62.16% 6
Cheshire -7 23 £42,500 +6.25% 4
Lancashire +5 5 £36,000 -20.00%
Merseyside -11 3 £42,500 -18.59% 1
Data Migration
England

For the 6 months to 23 November 2017, IT 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 job ads across the North West region with a requirement for Data Migration.

1 82 (100.00%) Migration
2 38 (46.34%) SAP
3 31 (37.80%) Finance
4 27 (32.93%) Analytical Skills
5 23 (28.05%) Degree
6 21 (25.61%) Continuous Improvement
6 21 (25.61%) Customer Requirements
7 19 (23.17%) Manufacturing
7 19 (23.17%) EDI
8 17 (20.73%) ETL
8 17 (20.73%) Retail
9 16 (19.51%) LSMW
9 16 (19.51%) Logistics
9 16 (19.51%) Microsoft
9 16 (19.51%) SQL
9 16 (19.51%) ABAP
9 16 (19.51%) IDoc
9 16 (19.51%) eCATT
10 15 (18.29%) CRM
11 14 (17.07%) Business Intelligence
12 13 (15.85%) SQL Server
12 13 (15.85%) NHS
12 13 (15.85%) Project Planning
12 13 (15.85%) Integration Testing
12 13 (15.85%) Demand Management
12 13 (15.85%) SAP S/4HANA
12 13 (15.85%) Work Breakdown Structure
13 12 (14.63%) Data Quality
13 12 (14.63%) SQL Server Reporting Services
14 11 (13.41%) SQL Server Integration Services

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:

Applications
1 1 (1.22%) Microsoft Excel
Business Applications
1 13 (15.85%) SAP S/4HANA
2 5 (6.10%) SAP CO
2 5 (6.10%) SAP FI
2 5 (6.10%) SAP FI/CO
3 4 (4.88%) Dynamics CRM
4 3 (3.66%) Dynamics AX
4 3 (3.66%) Dynamics GP
4 3 (3.66%) Infor M3
4 3 (3.66%) SAP EWM
4 3 (3.66%) SAP WM
5 2 (2.44%) SAP MDG
6 1 (1.22%) Dynamics NAV
6 1 (1.22%) NetSuite
6 1 (1.22%) Payment Gateway
6 1 (1.22%) SAP QM
Cloud Services
1 10 (12.20%) iPaaS
2 4 (4.88%) Dynamics 365
3 2 (2.44%) Google Analytics
4 1 (1.22%) Amazon AWS
4 1 (1.22%) Microsoft Azure
Database & Business Intelligence
1 13 (15.85%) SQL Server
2 12 (14.63%) SQL Server Reporting Services
3 11 (13.41%) SQL Server Analysis Services
3 11 (13.41%) SQL Server Integration Services
4 10 (12.20%) SAP Data Services
4 10 (12.20%) SAP HANA
5 9 (10.98%) Data Warehouse
6 6 (7.32%) Crystal Reports
6 6 (7.32%) SQL Server 2016
7 4 (4.88%) SQL Server 2014
8 3 (3.66%) Microsoft Analysis Services
8 3 (3.66%) Power BI
9 2 (2.44%) Big Data
9 2 (2.44%) Data Mining
9 2 (2.44%) Qlik Sense
9 2 (2.44%) QlikView
9 2 (2.44%) Snowflake Schema
10 1 (1.22%) MongoDB
10 1 (1.22%) Pentaho
10 1 (1.22%) SQL Server 2008
Development Applications
1 16 (19.51%) eCATT
1 16 (19.51%) LSMW
General
1 31 (37.80%) Finance
2 19 (23.17%) Manufacturing
3 17 (20.73%) Retail
4 8 (9.76%) Billing
4 8 (9.76%) General Ledger
4 8 (9.76%) Publishing
5 7 (8.54%) Advertising
6 5 (6.10%) Electronics
6 5 (6.10%) Marketing
6 5 (6.10%) Telecoms
7 3 (3.66%) Banking
7 3 (3.66%) Investment Banking
7 3 (3.66%) Law
7 3 (3.66%) Pharmaceutical
Job Titles
1 40 (48.78%) Consultant
2 21 (25.61%) SAP Consultant
3 13 (15.85%) Project Manager
4 12 (14.63%) Logistics Consultant
4 12 (14.63%) SAP Logistics Consultant
5 11 (13.41%) Architect
6 10 (12.20%) Integration Architect
6 10 (12.20%) SAP Architect
6 10 (12.20%) SAP Technical Architect
6 10 (12.20%) Technical Architect
6 10 (12.20%) Technical Consultant
7 9 (10.98%) Data Migration Manager
7 9 (10.98%) Migration Manager
8 8 (9.76%) Data Migration Project Manager
8 8 (9.76%) Migration Project Manager
8 8 (9.76%) SAP EWM Consultant
8 8 (9.76%) SAP WM Consultant
9 6 (7.32%) Analyst
9 6 (7.32%) Data Manager
9 6 (7.32%) Developer
Libraries, Frameworks & Software Standards
1 19 (23.17%) EDI
2 16 (19.51%) IDoc
3 10 (12.20%) .NET
4 6 (7.32%) CSS
4 6 (7.32%) HTML
4 6 (7.32%) XML
5 5 (6.10%) SAP CO-PA
6 1 (1.22%) JSON
Miscellaneous
1 27 (32.93%) Analytical Skills
2 13 (15.85%) NHS
3 11 (13.41%) Hybrid Cloud
4 8 (9.76%) LIMS
5 5 (6.10%) Chip and PIN
5 5 (6.10%) EPoS
6 4 (4.88%) Computer Science
6 4 (4.88%) Mobile App
7 3 (3.66%) Driving Licence
7 3 (3.66%) Management Information System
8 2 (2.44%) Greenfield Project
9 1 (1.22%) Clustering
9 1 (1.22%) Data Structures
9 1 (1.22%) iPad
Operating Systems
1 6 (7.32%) Windows
2 1 (1.22%) Unix
Processes & Methodologies
1 82 (100.00%) Migration
2 21 (25.61%) Continuous Improvement
2 21 (25.61%) Customer Requirements
3 17 (20.73%) ETL
4 16 (19.51%) Logistics
5 15 (18.29%) CRM
6 14 (17.07%) Business Intelligence
7 13 (15.85%) Demand Management
7 13 (15.85%) Integration Testing
7 13 (15.85%) Project Planning
7 13 (15.85%) Work Breakdown Structure
8 11 (13.41%) Data Integration
8 11 (13.41%) Quality Management
9 10 (12.20%) DevOps
9 10 (12.20%) High Availability
9 10 (12.20%) Information Management
9 10 (12.20%) Project Management
9 10 (12.20%) Technical Architecture
10 8 (9.76%) System Testing
11 7 (8.54%) Proactive Monitoring
Programming Languages
1 16 (19.51%) ABAP
1 16 (19.51%) SQL
2 10 (12.20%) T-SQL
3 6 (7.32%) VB
3 6 (7.32%) VB.NET
3 6 (7.32%) VBA
4 4 (4.88%) C#
4 4 (4.88%) JavaScript
5 1 (1.22%) Python
Qualifications
1 23 (28.05%) Degree
2 6 (7.32%) Master's Degree
3 3 (3.66%) Computer Science Degree
4 1 (1.22%) PMP
Quality Assurance & Compliance
1 12 (14.63%) Data Quality
2 7 (8.54%) QA
3 1 (1.22%) GDPR
Vendors
1 38 (46.34%) SAP
2 16 (19.51%) Microsoft
3 4 (4.88%) Infor
4 3 (3.66%) Tableau
5 2 (2.44%) Google
5 2 (2.44%) Salesforce.com
6 1 (1.22%) CyberSource
6 1 (1.22%) Epicor
6 1 (1.22%) Oracle
6 1 (1.22%) Sage
6 1 (1.22%) Twitter