Period
to 19 January 2018

The following table provides summary statistics for permanent job vacancies advertised in the South 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 19 January 2018 with a comparison to the same period in the previous 2 years.

Data Migration
England > South West
6 months to
19 Jan 2018
Same period 2017 Same period 2016
Rank 269 285 270
Rank change year-on-year +16 -15 -3
Permanent jobs citing Data Migration 69 55 75
As % of all permanent IT jobs advertised in the South West 0.68% 0.52% 0.65%
As % of the Processes & Methodologies category 0.76% 0.59% 0.72%
Number of salaries quoted 63 42 67
South West median annual salary £40,000 £45,000 £37,500
Median salary % change year-on-year -11.11% +20.00% -6.25%
10th Percentile £25,750 £31,000 £25,750
90th Percentile £77,500 £57,188 £45,500
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

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 South West with a requirement for process or methodology skills.

All Process and Methodology Skills
South West
Permanent vacancies with a requirement for process or methodology skills 9,021 9,381 10,369
As % of all permanent IT jobs advertised in the South West 89.12% 89.39% 89.77%
Number of salaries quoted 7,409 7,776 8,716
South West median annual salary £42,500 £41,500 £40,000
Median salary % change year-on-year +2.41% +3.75% +3.90%
10th Percentile £26,250 £26,250 £25,500
90th Percentile £63,750 £65,000 £63,000
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 South West

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

Job vacancy trend for Data Migration in the South West

Data Migration
Salary Trend in the South West

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

Salary trend for Data Migration in the South West

Data Migration
Salary Histogram in the South West

The salary distribution of IT jobs citing Data Migration in the South West over the 6 months to 19 January 2018.

Salary histogram for Data Migration in the South West

Data Migration
Job Locations in the South 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 South West region over the 6 months to 19 January 2018. 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
Bristol -10 27 £40,000 -21.95% 4
Dorset -4 16 £42,000 +20.00% 1
Gloucestershire +41 13 £65,000 +103.13% 4
Somerset - 5 £40,000 - 2
Wiltshire -27 2 £21,500 -49.41% 2
Data Migration
England

For the 6 months to 19 January 2018, 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 South West region with a requirement for Data Migration.

1 69 (100.00%) Migration
2 45 (65.22%) SQL
3 36 (52.17%) ETL
4 27 (39.13%) SQL Server
5 26 (37.68%) Microsoft
6 25 (36.23%) Business Intelligence
7 23 (33.33%) Data Warehouse
8 22 (31.88%) SQL Server Integration Services
9 21 (30.43%) Agile Software Development
10 20 (28.99%) Data Management
10 20 (28.99%) Data Analysis
10 20 (28.99%) C#
11 18 (26.09%) Team Foundation Server
11 18 (26.09%) SQL Server 2014
12 16 (23.19%) Master Data Management
12 16 (23.19%) Web Services
13 15 (21.74%) T-SQL
13 15 (21.74%) Microsoft Azure
13 15 (21.74%) Continuous Integration
14 14 (20.29%) Data Integration
14 14 (20.29%) SC Cleared
14 14 (20.29%) Security Cleared
14 14 (20.29%) XML
14 14 (20.29%) Visual Studio
15 13 (18.84%) SQL Server Reporting Services
15 13 (18.84%) SQL Server 2012
15 13 (18.84%) Power BI
16 12 (17.39%) Enterprise Data Warehouse
16 12 (17.39%) REST
16 12 (17.39%) CRM

Data Migration
Co-occurring IT Skills in the South 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 4 (5.80%) WebSphere
1 4 (5.80%) WebSphere Portal
2 1 (1.45%) Confluence
Applications
1 8 (11.59%) Microsoft Excel
Business Applications
1 4 (5.80%) Oracle BPM
Cloud Services
1 15 (21.74%) Microsoft Azure
2 8 (11.59%) Amazon AWS
3 2 (2.90%) IaaS
3 2 (2.90%) PaaS
3 2 (2.90%) SaaS
4 1 (1.45%) Amazon SQS
4 1 (1.45%) Office 365
Communications & Networking
1 2 (2.90%) AMQP
2 1 (1.45%) LAN
2 1 (1.45%) WAN
Database & Business Intelligence
1 27 (39.13%) SQL Server
2 23 (33.33%) Data Warehouse
3 22 (31.88%) SQL Server Integration Services
4 18 (26.09%) SQL Server 2014
5 13 (18.84%) Power BI
5 13 (18.84%) SQL Server 2012
5 13 (18.84%) SQL Server Reporting Services
6 12 (17.39%) Enterprise Data Warehouse
7 8 (11.59%) Relational Database
8 6 (8.70%) Crystal Reports
8 6 (8.70%) MySQL
8 6 (8.70%) SQL Server 2016
9 5 (7.25%) BusinessObjects
9 5 (7.25%) GIS
10 4 (5.80%) Oracle Database
10 4 (5.80%) Oracle Database 10g
10 4 (5.80%) Oracle Database 11g
11 3 (4.35%) Data Lake
12 2 (2.90%) NoSQL
12 2 (2.90%) PowerCenter
Development Applications
1 18 (26.09%) Team Foundation Server
2 14 (20.29%) Visual Studio
3 1 (1.45%) Atlassian Bamboo
3 1 (1.45%) Git (software)
3 1 (1.45%) JIRA
General
1 10 (14.49%) Finance
2 6 (8.70%) Marketing
3 4 (5.80%) Manufacturing
4 2 (2.90%) Electronics
4 2 (2.90%) Telecoms
5 1 (1.45%) Banking
5 1 (1.45%) Games
Job Titles
1 23 (33.33%) Developer
2 15 (21.74%) Business Intelligence Developer
3 12 (17.39%) Analyst
4 11 (15.94%) Architect
4 11 (15.94%) Data Architect
5 7 (10.14%) Integration Engineer
6 6 (8.70%) Business Analyst
6 6 (8.70%) Enterprise Architect
6 6 (8.70%) Enterprise Data Architect
6 6 (8.70%) Java Engineer
6 6 (8.70%) SQL Analyst
6 6 (8.70%) SQL Data Analyst
7 5 (7.25%) Data Technician
7 5 (7.25%) ETL Analyst
7 5 (7.25%) Microsoft BI Developer
8 4 (5.80%) Data Analyst
8 4 (5.80%) Data Warehouse Developer
8 4 (5.80%) Development Engineer
8 4 (5.80%) Software Development Engineer
8 4 (5.80%) Software Integration Engineer
Libraries, Frameworks & Software Standards
1 16 (23.19%) Web Services
2 14 (20.29%) XML
3 12 (17.39%) REST
4 11 (15.94%) JSON
5 10 (14.49%) SOAP
6 8 (11.59%) .NET
7 6 (8.70%) .NET Framework
8 4 (5.80%) HTML
8 4 (5.80%) J2EE
8 4 (5.80%) JSF
8 4 (5.80%) Middleware
9 3 (4.35%) CSS
10 2 (2.90%) ActiveMQ
10 2 (2.90%) Apache Camel
10 2 (2.90%) ASP.NET
10 2 (2.90%) Mason
10 2 (2.90%) RabbitMQ
11 1 (1.45%) AngularJS
11 1 (1.45%) Node.js
11 1 (1.45%) Regular Expression
Miscellaneous
1 7 (10.14%) Data Structures
2 6 (8.70%) Analytical Skills
2 6 (8.70%) Hybrid Cloud
2 6 (8.70%) Mobile App
3 2 (2.90%) PKI
3 2 (2.90%) User Experience
4 1 (1.45%) Management Information System
4 1 (1.45%) NHS
4 1 (1.45%) Reference Data
4 1 (1.45%) Video Conferencing
Operating Systems
1 5 (7.25%) Windows
1 5 (7.25%) Windows Server
2 2 (2.90%) Linux
Processes & Methodologies
1 69 (100.00%) Migration
2 36 (52.17%) ETL
3 25 (36.23%) Business Intelligence
4 21 (30.43%) Agile Software Development
5 20 (28.99%) Data Analysis
5 20 (28.99%) Data Management
6 16 (23.19%) Master Data Management
7 15 (21.74%) Continuous Integration
8 14 (20.29%) Data Integration
9 12 (17.39%) CRM
10 11 (15.94%) Analytics
10 11 (15.94%) Data Modelling
11 10 (14.49%) Data Governance
11 10 (14.49%) Data Munging
11 10 (14.49%) Quality Management
12 9 (13.04%) Data Security
13 8 (11.59%) Requirements Analysis
14 7 (10.14%) Data Analytics
14 7 (10.14%) Data Architecture
14 7 (10.14%) Data Mapping
Programming Languages
1 45 (65.22%) SQL
2 20 (28.99%) C#
3 15 (21.74%) T-SQL
4 7 (10.14%) Java
5 6 (8.70%) JavaScript
6 4 (5.80%) C
6 4 (5.80%) PHP
6 4 (5.80%) PL/SQL
7 2 (2.90%) C++
8 1 (1.45%) Apex Code
8 1 (1.45%) PowerShell
8 1 (1.45%) Python
Qualifications
1 14 (20.29%) SC Cleared
1 14 (20.29%) Security Cleared
2 4 (5.80%) DV Cleared
3 2 (2.90%) Degree
4 1 (1.45%) MCSE
4 1 (1.45%) Microsoft Certification
Quality Assurance & Compliance
1 9 (13.04%) Data Quality
2 6 (8.70%) GDPR
3 3 (4.35%) HL7
4 1 (1.45%) COBIT
4 1 (1.45%) Cyber Essentials
4 1 (1.45%) ISO 22301
4 1 (1.45%) ISO 9001
4 1 (1.45%) ISO/IEC 27001
4 1 (1.45%) PCI DSS
4 1 (1.45%) Sarbanes-Oxley
4 1 (1.45%) SNOMED CT
System Software
1 5 (7.25%) Active Directory
Vendors
1 26 (37.68%) Microsoft
2 5 (7.25%) SAP
3 4 (5.80%) Fujitsu
3 4 (5.80%) Oracle
3 4 (5.80%) Salesforce.com
4 2 (2.90%) Informatica