Period
to 19 November 2017

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 November 2017 with a comparison to the same period in the previous 2 years.

Data Migration
England > South West
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 256 271 306
Rank change year-on-year +15 +35 -59
Permanent jobs citing Data Migration 60 74 61
As % of all permanent IT jobs advertised in the South West 0.59% 0.68% 0.51%
As % of the Processes & Methodologies category 0.66% 0.77% 0.58%
Number of salaries quoted 53 57 56
South West median annual salary £40,000 £41,500 £36,250
Median salary % change year-on-year -3.61% +14.48% -9.38%
10th Percentile £25,750 £31,000 £25,750
90th Percentile £77,500 £54,375 £48,250
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 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 9149 9655 10558
As % of all permanent IT jobs advertised in the South West 89.57% 88.86% 88.80%
Number of salaries quoted 7532 8042 8867
South West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +3.90%
10th Percentile £26,250 £26,250 £25,000
90th Percentile £65,000 £63,750 £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 November 2017.

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 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
Bristol -18 23 £51,500 +0.98% 1
Dorset +12 15 £42,000 +20.00% 1
Gloucestershire +29 9 £55,000 +71.88% 1
Wiltshire -21 6 £44,000 +4.14%
Somerset - 2 £37,000 -
Data Migration
England

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

1 60 (100.00%) Migration
2 40 (66.67%) SQL
3 29 (48.33%) ETL
4 22 (36.67%) SQL Server
5 20 (33.33%) Data Warehouse
5 20 (33.33%) Business Intelligence
6 18 (30.00%) Agile Software Development
7 17 (28.33%) SQL Server Integration Services
7 17 (28.33%) T-SQL
7 17 (28.33%) C#
8 15 (25.00%) Visual Studio
8 15 (25.00%) Microsoft
8 15 (25.00%) Data Management
8 15 (25.00%) Data Analysis
8 15 (25.00%) Continuous Integration
8 15 (25.00%) Microsoft Azure
8 15 (25.00%) Master Data Management
9 14 (23.33%) Data Integration
9 14 (23.33%) Web Services
10 13 (21.67%) Finance
10 13 (21.67%) SQL Server Reporting Services
10 13 (21.67%) SQL Server 2014
10 13 (21.67%) SQL Server 2012
11 12 (20.00%) Team Foundation Server
11 12 (20.00%) Enterprise Data Warehouse
11 12 (20.00%) Power BI
12 11 (18.33%) Analytics
12 11 (18.33%) REST
12 11 (18.33%) SC Cleared
12 11 (18.33%) Security Cleared

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 1 (1.67%) Confluence
1 1 (1.67%) IIS
1 1 (1.67%) Oracle SOA Suite
1 1 (1.67%) Oracle Workflow
1 1 (1.67%) SharePoint
Applications
1 7 (11.67%) Microsoft Excel
Business Applications
1 1 (1.67%) Oracle EBS
Cloud Services
1 15 (25.00%) Microsoft Azure
2 7 (11.67%) Amazon AWS
3 2 (3.33%) IaaS
3 2 (3.33%) PaaS
3 2 (3.33%) SaaS
4 1 (1.67%) Amazon SQS
Communications & Networking
1 2 (3.33%) AMQP
2 1 (1.67%) Internet
Database & Business Intelligence
1 22 (36.67%) SQL Server
2 20 (33.33%) Data Warehouse
3 17 (28.33%) SQL Server Integration Services
4 13 (21.67%) SQL Server 2012
4 13 (21.67%) SQL Server 2014
4 13 (21.67%) SQL Server Reporting Services
5 12 (20.00%) Enterprise Data Warehouse
5 12 (20.00%) Power BI
6 6 (10.00%) MySQL
7 5 (8.33%) BusinessObjects
7 5 (8.33%) Crystal Reports
8 4 (6.67%) Relational Database
9 3 (5.00%) Data Lake
10 2 (3.33%) NoSQL
10 2 (3.33%) PowerCenter
11 1 (1.67%) Amazon Redshift
11 1 (1.67%) MySQL Workbench
11 1 (1.67%) PostgreSQL
11 1 (1.67%) SQL Server 2000
Development Applications
1 15 (25.00%) Visual Studio
2 12 (20.00%) Team Foundation Server
3 1 (1.67%) Atlassian Bamboo
3 1 (1.67%) Git (software)
3 1 (1.67%) JIRA
General
1 13 (21.67%) Finance
2 5 (8.33%) Marketing
3 4 (6.67%) Retail
4 3 (5.00%) Manufacturing
5 1 (1.67%) Banking
5 1 (1.67%) Electronics
5 1 (1.67%) Telecoms
Job Titles
1 19 (31.67%) Developer
2 9 (15.00%) Analyst
2 9 (15.00%) Architect
2 9 (15.00%) Business Intelligence Developer
2 9 (15.00%) Data Architect
3 5 (8.33%) Data Technician
3 5 (8.33%) Enterprise Architect
3 5 (8.33%) Enterprise Data Architect
3 5 (8.33%) ETL Analyst
4 4 (6.67%) Data Analyst
4 4 (6.67%) SQL Analyst
4 4 (6.67%) SQL Data Analyst
4 4 (6.67%) Technical Leader
5 3 (5.00%) Administrator
5 3 (5.00%) CRM Manager
5 3 (5.00%) CRM Programme Manager
5 3 (5.00%) Data Engineer
5 3 (5.00%) ETL Architect
5 3 (5.00%) Integration Engineer
5 3 (5.00%) Programme Manager
Libraries, Frameworks & Software Standards
1 14 (23.33%) Web Services
2 11 (18.33%) JSON
2 11 (18.33%) REST
3 10 (16.67%) SOAP
3 10 (16.67%) XML
4 5 (8.33%) .NET
5 4 (6.67%) ASP.NET
5 4 (6.67%) CSS
5 4 (6.67%) HTML
5 4 (6.67%) Middleware
6 2 (3.33%) ActiveMQ
6 2 (3.33%) Apache Camel
6 2 (3.33%) jQuery
6 2 (3.33%) Mason
6 2 (3.33%) RabbitMQ
7 1 (1.67%) AngularJS
7 1 (1.67%) Django
7 1 (1.67%) Node.js
7 1 (1.67%) Regular Expression
7 1 (1.67%) Visualforce
Miscellaneous
1 6 (10.00%) Analytical Skills
1 6 (10.00%) Data Structures
2 5 (8.33%) Hybrid Cloud
2 5 (8.33%) Mobile App
3 4 (6.67%) Data Protection Act
4 3 (5.00%) Tandem
5 2 (3.33%) PKI
5 2 (3.33%) User Experience
6 1 (1.67%) Computer Science
6 1 (1.67%) Driving Licence
6 1 (1.67%) Management Information System
6 1 (1.67%) Reference Data
Operating Systems
1 1 (1.67%) Linux
1 1 (1.67%) Windows
Processes & Methodologies
1 60 (100.00%) Migration
2 29 (48.33%) ETL
3 20 (33.33%) Business Intelligence
4 18 (30.00%) Agile Software Development
5 15 (25.00%) Continuous Integration
5 15 (25.00%) Data Analysis
5 15 (25.00%) Data Management
5 15 (25.00%) Master Data Management
6 14 (23.33%) Data Integration
7 11 (18.33%) Analytics
8 10 (16.67%) Data Governance
8 10 (16.67%) Data Modelling
8 10 (16.67%) Data Munging
9 9 (15.00%) CRM
10 8 (13.33%) Data Security
11 7 (11.67%) Data Analytics
12 6 (10.00%) Data Mapping
13 5 (8.33%) Asset Management
13 5 (8.33%) Quality Management
13 5 (8.33%) TDD
Programming Languages
1 40 (66.67%) SQL
2 17 (28.33%) C#
2 17 (28.33%) T-SQL
3 7 (11.67%) JavaScript
4 5 (8.33%) PHP
5 3 (5.00%) Java
6 2 (3.33%) C++
7 1 (1.67%) Apex Code
7 1 (1.67%) PL/SQL
7 1 (1.67%) Python
Qualifications
1 11 (18.33%) SC Cleared
1 11 (18.33%) Security Cleared
2 1 (1.67%) Degree
Quality Assurance & Compliance
1 8 (13.33%) Data Quality
1 8 (13.33%) GDPR
2 4 (6.67%) PCI DSS
3 2 (3.33%) HL7
4 1 (1.67%) COBIT
4 1 (1.67%) Cyber Essentials
4 1 (1.67%) ISO 22301
4 1 (1.67%) ISO 9001
4 1 (1.67%) ISO/IEC 27001
4 1 (1.67%) Sarbanes-Oxley
Vendors
1 15 (25.00%) Microsoft
2 4 (6.67%) SAP
3 3 (5.00%) Capita
3 3 (5.00%) Salesforce.com
4 2 (3.33%) Informatica
5 1 (1.67%) Oracle