Period
to 29 October 2020

The following table provides summary statistics for permanent job vacancies advertised in the Midlands 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 29 October 2020 with a comparison to the same period in the previous 2 years.

Data Migration
England > Midlands
6 months to
29 Oct 2020
Same period 2019 Same period 2018
Rank 156 263 299
Rank change year-on-year +107 +36 -33
Permanent jobs citing Data Migration 49 76 72
As % of all permanent jobs advertised in the Midlands 1.18% 0.67% 0.53%
As % of the Processes & Methodologies category 1.28% 0.73% 0.58%
Number of salaries quoted 60 63 49
Median annual salary £56,250 £42,500 £47,500
Median salary % change year-on-year +32.35% -10.53% -14.41%
10th Percentile £42,500 £35,250 £27,000
90th Percentile £76,250 £66,250 £59,000
England median annual salary £55,000 £55,000 £55,000

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 Midlands with a requirement for process or methodology skills.

All Process and Methodology Skills
Midlands
Permanent vacancies with a requirement for process or methodology skills 3,829 10,449 12,367
As % of all permanent IT jobs advertised in the Midlands 92.33% 92.45% 91.83%
Number of salaries quoted 3,074 8,540 9,545
Median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% +6.25%
10th Percentile £29,750 £26,250 £26,000
90th Percentile £70,000 £70,000 £67,800
England median annual salary £55,122 £52,500 £52,500
% change year-on-year +4.99% - +5.00%

Data Migration
Job Vacancy Trend in the Midlands

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

Job vacancy trend for Data Migration in the Midlands

Data Migration
Salary Trend in the Midlands

3-month moving average salary quoted in jobs citing Data Migration in the Midlands.

Salary trend for Data Migration in the Midlands

Data Migration
Salary Histogram in the Midlands

Salary distribution for jobs citing Data Migration in the Midlands over the 6 months to 29 October 2020.

Salary histogram for Data Migration in the Midlands

Data Migration
Job Locations in the Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Migration within the Midlands region over the 6 months to 29 October 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Midlands +99 37 £60,000 +41.18% 7
East Midlands +71 11 £50,000 +36.99% 3
Data Migration
England

For the 6 months to 29 October 2020, IT 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 permanent job ads across the Midlands region with a requirement for Data Migration.

1 49 (100.00%) Migration
2 32 (65.31%) SQL
3 20 (40.82%) Business Intelligence
3 20 (40.82%) Azure
4 17 (34.69%) Data Warehouse
5 14 (28.57%) Power Platform
6 13 (26.53%) Visualisation
6 13 (26.53%) Agile Software Development
7 12 (24.49%) SQL Server Reporting Services
7 12 (24.49%) SQL Server Integration Services
7 12 (24.49%) T-SQL
7 12 (24.49%) Data Visualisation
7 12 (24.49%) Power BI
8 11 (22.45%) Analytics
8 11 (22.45%) SQL Server
9 10 (20.41%) Microsoft
9 10 (20.41%) ETL
10 9 (18.37%) OLTP
10 9 (18.37%) ERP
10 9 (18.37%) Visual Studio
10 9 (18.37%) SQL Server Analysis Services
10 9 (18.37%) Azure Data Factory
11 8 (16.33%) User Stories
11 8 (16.33%) Data Management
12 7 (14.29%) Finance
12 7 (14.29%) Dimensional Modelling
12 7 (14.29%) Oracle
12 7 (14.29%) Data Modelling
12 7 (14.29%) Performance Tuning
12 7 (14.29%) Kimball Methodology

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 2 (4.08%) SharePoint
Applications
1 1 (2.04%) Microsoft Office
Business Applications
1 5 (10.20%) Oracle ERP
1 5 (10.20%) Oracle Payables
2 3 (6.12%) Oracle Receivables
3 2 (4.08%) Dynamics CRM
3 2 (4.08%) Dynamics GP
3 2 (4.08%) Oracle Assets
3 2 (4.08%) Oracle EBS
3 2 (4.08%) Oracle EBS R12
3 2 (4.08%) Oracle Procure-to-Pay
3 2 (4.08%) Oracle Subledger Accounting
3 2 (4.08%) SAP HCM
3 2 (4.08%) SAP HR
3 2 (4.08%) SAP Payroll
4 1 (2.04%) Dynamics AX
4 1 (2.04%) Sparx Enterprise Architect
Cloud Services
1 20 (40.82%) Azure
2 14 (28.57%) Power Platform
3 9 (18.37%) Azure Data Factory
4 4 (8.16%) Power Automate
4 4 (8.16%) PowerApps
5 2 (4.08%) Dynamics 365
5 2 (4.08%) Logic Apps
6 1 (2.04%) AWS
6 1 (2.04%) FinancialForce
6 1 (2.04%) IaaS
Communications & Networking
1 1 (2.04%) Firewall
Database & Business Intelligence
1 17 (34.69%) Data Warehouse
2 12 (24.49%) Power BI
2 12 (24.49%) SQL Server Integration Services
2 12 (24.49%) SQL Server Reporting Services
3 11 (22.45%) SQL Server
4 9 (18.37%) OLTP
4 9 (18.37%) SQL Server Analysis Services
5 7 (14.29%) Data Lake
5 7 (14.29%) SSDT
6 6 (12.24%) Azure SQL Database
7 5 (10.20%) Enterprise Data Warehouse
8 4 (8.16%) Azure SQL Data Warehouse
8 4 (8.16%) Microsoft Analysis Services
9 3 (6.12%) BusinessObjects
9 3 (6.12%) Oracle BI Publisher
9 3 (6.12%) Oracle Reports
10 2 (4.08%) Data Mining
10 2 (4.08%) OLAP
11 1 (2.04%) RDBMS
11 1 (2.04%) Star Schema
Development Applications
1 9 (18.37%) Visual Studio
2 5 (10.20%) Oracle Forms
3 3 (6.12%) Postman
4 2 (4.08%) Git (software)
4 2 (4.08%) Visual Studio Code
5 1 (2.04%) Team Foundation Server
General
1 7 (14.29%) Finance
2 4 (8.16%) Back Office
3 2 (4.08%) General Ledger
4 1 (2.04%) Legal
4 1 (2.04%) Marketing
4 1 (2.04%) Public Sector
Job Titles
1 13 (26.53%) Architect
2 12 (24.49%) Developer
3 10 (20.41%) Data Architect
4 7 (14.29%) Consultant
5 6 (12.24%) Data Warehouse Architect
5 6 (12.24%) Database Architect
6 4 (8.16%) Business Intelligence Developer
6 4 (8.16%) Technical Leader
7 3 (6.12%) Azure Architect
7 3 (6.12%) Data Engineer
7 3 (6.12%) Data Migration Developer
7 3 (6.12%) Database Developer
7 3 (6.12%) Senior Developer
8 2 (4.08%) Azure DevOps
8 2 (4.08%) Azure DevOps Engineer
8 2 (4.08%) Azure Engineer
8 2 (4.08%) Cloud Engineer
8 2 (4.08%) Lead DevOps
8 2 (4.08%) Lead DevOps Engineer
8 2 (4.08%) SharePoint Consultant
Libraries, Frameworks & Software Standards
1 6 (12.24%) .NET
2 4 (8.16%) Middleware
3 3 (6.12%) .NET Framework
3 3 (6.12%) Entity Framework
3 3 (6.12%) JSON
3 3 (6.12%) REST
3 3 (6.12%) Web Services
3 3 (6.12%) YAML
4 2 (4.08%) Visualforce
5 1 (2.04%) ADO.NET
5 1 (2.04%) Oracle Fusion
Miscellaneous
1 5 (10.20%) Self-Motivation
2 3 (6.12%) Analytical Skills
3 2 (4.08%) Data Structures
4 1 (2.04%) Data Centre
4 1 (2.04%) Management Information System
4 1 (2.04%) Private Cloud
Operating Systems
1 3 (6.12%) Windows
Processes & Methodologies
1 49 (100.00%) Migration
2 20 (40.82%) Business Intelligence
3 13 (26.53%) Agile Software Development
3 13 (26.53%) Visualisation
4 12 (24.49%) Data Visualisation
5 11 (22.45%) Analytics
6 10 (20.41%) ETL
7 9 (18.37%) ERP
8 8 (16.33%) Data Management
8 8 (16.33%) User Stories
9 7 (14.29%) Data Modelling
9 7 (14.29%) Dimensional Modelling
9 7 (14.29%) Kimball Methodology
9 7 (14.29%) Performance Tuning
9 7 (14.29%) Requirements Gathering
10 6 (12.24%) Data Strategy
10 6 (12.24%) Machine Learning
11 5 (10.20%) Artificial Intelligence
11 5 (10.20%) Collaborative Working
11 5 (10.20%) Mentoring
Programming Languages
1 32 (65.31%) SQL
2 12 (24.49%) T-SQL
3 5 (10.20%) C#
3 5 (10.20%) JavaScript
4 4 (8.16%) Python
5 3 (6.12%) PL/SQL
5 3 (6.12%) TypeScript
6 2 (4.08%) Apex Code
6 2 (4.08%) Java
7 1 (2.04%) C
7 1 (2.04%) PowerShell
7 1 (2.04%) U-SQL
Qualifications
1 5 (10.20%) Oracle Certification
2 3 (6.12%) Degree
2 3 (6.12%) Microsoft Certification
3 1 (2.04%) SC Cleared
3 1 (2.04%) Security Cleared
Quality Assurance & Compliance
1 2 (4.08%) SLA
2 1 (2.04%) QA
System Software
1 6 (12.24%) Active Directory
Systems Management
1 3 (6.12%) Single Sign-On
1 3 (6.12%) Terraform
2 1 (2.04%) Ansible
Vendors
1 10 (20.41%) Microsoft
2 7 (14.29%) Oracle
3 5 (10.20%) Databricks
4 4 (8.16%) SAP
5 3 (6.12%) Salesforce.com
6 1 (2.04%) CheckPoint
6 1 (2.04%) Google
6 1 (2.04%) Sparx
6 1 (2.04%) Workday