Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the South West with a requirement for Data Integration skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Integration over the 6 months to 20 November 2017 with a comparison to the same period in the previous 2 years.

Data Integration
England > South West
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 274 308 295
Rank change year-on-year +34 -13 -9
Permanent jobs citing Data Integration 56 33 65
As % of all permanent IT jobs advertised in the South West 0.54% 0.31% 0.55%
As % of the Processes & Methodologies category 0.61% 0.35% 0.62%
Number of salaries quoted 44 20 61
South West median annual salary £44,750 £37,500 £40,000
Median salary % change year-on-year +19.33% -6.25% -5.88%
10th Percentile £31,750 £30,150 £32,500
90th Percentile £64,250 £64,000 £62,500
England median annual salary £57,500 £57,500 £55,000
% change year-on-year - +4.55% -4.35%

Data Integration 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 9209 9564 10559
As % of all permanent IT jobs advertised in the South West 89.54% 88.84% 88.85%
Number of salaries quoted 7585 7966 8870
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 £62,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Data Integration
Job Vacancy Trend in the South West

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

Job vacancy trend for Data Integration in the South West

Data Integration
Salary Trend in the South West

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

Salary trend for Data Integration in the South West

Data Integration
Salary Histogram in the South West

The salary distribution of IT jobs citing Data Integration in the South West over the 6 months to 20 November 2017.

Salary histogram for Data Integration in the South West

Data Integration
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 Integration within the South West region over the 6 months to 20 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
Dorset +20 19 £33,500 +34.00%
Bristol -13 18 £52,500 -12.50%
Somerset - 8 £45,000 -
Gloucestershire +17 5 £50,000 +55.04%
Devon +17 4 £44,500 +18.67%
Data Integration
England

For the 6 months to 20 November 2017, IT jobs citing Data Integration 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 Integration.

1 36 (64.29%) SQL
2 31 (55.36%) ETL
3 28 (50.00%) Business Intelligence
4 21 (37.50%) Analytics
5 19 (33.93%) Data Warehouse
6 17 (30.36%) Web Services
6 17 (30.36%) Data Management
7 16 (28.57%) SQL Server Integration Services
8 15 (26.79%) Degree
8 15 (26.79%) SQL Server
9 14 (25.00%) Migration
9 14 (25.00%) Analytical Skills
9 14 (25.00%) Data Migration
10 13 (23.21%) Data Governance
10 13 (23.21%) XML
10 13 (23.21%) SOAP
11 12 (21.43%) Agile Software Development
11 12 (21.43%) JSON
11 12 (21.43%) REST
12 11 (19.64%) Data Quality
12 11 (19.64%) Master Data Management
12 11 (19.64%) Data Analysis
13 10 (17.86%) Data Munging
14 9 (16.07%) Data Modelling
14 9 (16.07%) Oracle
15 8 (14.29%) SQL Server Reporting Services
15 8 (14.29%) Data Analytics
15 8 (14.29%) R
15 8 (14.29%) Visualisation
16 7 (12.50%) Tableau

Data Integration
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 6 (10.71%) Oracle SOA Suite
2 4 (7.14%) SharePoint
3 2 (3.57%) Apache
3 2 (3.57%) Apache Spark
3 2 (3.57%) IIS
4 1 (1.79%) WebLogic
4 1 (1.79%) WebSphere
Applications
1 3 (5.36%) SPSS
2 1 (1.79%) Microsoft Excel
Business Applications
1 4 (7.14%) Oracle Retail
2 1 (1.79%) Oracle BPM
Cloud Services
1 6 (10.71%) Microsoft Azure
2 2 (3.57%) IaaS
2 2 (3.57%) PaaS
2 2 (3.57%) SaaS
3 1 (1.79%) Amazon AWS
3 1 (1.79%) Azure Data Factory
Communications & Networking
1 2 (3.57%) AMQP
1 2 (3.57%) HTTP
Database & Business Intelligence
1 19 (33.93%) Data Warehouse
2 16 (28.57%) SQL Server Integration Services
3 15 (26.79%) SQL Server
4 8 (14.29%) SQL Server Reporting Services
5 7 (12.50%) Power BI
6 6 (10.71%) BusinessObjects
6 6 (10.71%) QlikView
6 6 (10.71%) SQL Server Analysis Services
7 5 (8.93%) MySQL
7 5 (8.93%) Relational Database
8 4 (7.14%) Big Data
8 4 (7.14%) Data Lake
8 4 (7.14%) DataStage
8 4 (7.14%) Enterprise Data Warehouse
9 3 (5.36%) Crystal Reports
9 3 (5.36%) Data Mining
9 3 (5.36%) Hadoop
9 3 (5.36%) IBM InfoSphere
9 3 (5.36%) NoSQL
9 3 (5.36%) OLAP
Development Applications
1 2 (3.57%) Maven
1 2 (3.57%) Team Foundation Server
1 2 (3.57%) Visual Studio
2 1 (1.79%) JMeter
2 1 (1.79%) LoadRunner
2 1 (1.79%) Selenium
2 1 (1.79%) SoapUI
2 1 (1.79%) SQL Server Management Studio (SSMS)
2 1 (1.79%) Talend Open Studio
2 1 (1.79%) VSS/SourceSafe
General
1 6 (10.71%) Retail
2 5 (8.93%) Finance
3 3 (5.36%) Electronics
3 3 (5.36%) Manufacturing
3 3 (5.36%) Marketing
3 3 (5.36%) Telecoms
4 2 (3.57%) Military
Job Titles
1 17 (30.36%) Developer
2 10 (17.86%) Architect
3 9 (16.07%) Business Intelligence Developer
4 8 (14.29%) Analyst
4 8 (14.29%) Consultant
5 7 (12.50%) Data Engineer
6 6 (10.71%) Data Architect
7 5 (8.93%) Business Developer
7 5 (8.93%) Lead Developer
8 4 (7.14%) Business Analyst
8 4 (7.14%) Enterprise Architect
8 4 (7.14%) Enterprise Integration Architect
8 4 (7.14%) ETL Analyst
8 4 (7.14%) Integration Architect
8 4 (7.14%) IT Architect
9 3 (5.36%) Analytics Consultant
9 3 (5.36%) Healthcare Manager
9 3 (5.36%) SQL Analyst
9 3 (5.36%) SQL BI Developer
9 3 (5.36%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 17 (30.36%) Web Services
2 13 (23.21%) SOAP
2 13 (23.21%) XML
3 12 (21.43%) JSON
3 12 (21.43%) REST
4 4 (7.14%) Middleware
5 3 (5.36%) .NET
5 3 (5.36%) ASP.NET
6 2 (3.57%) ActiveMQ
6 2 (3.57%) Apache Camel
6 2 (3.57%) J2EE
6 2 (3.57%) Node.js
6 2 (3.57%) RabbitMQ
6 2 (3.57%) Spring
6 2 (3.57%) Tapestry
7 1 (1.79%) AngularJS
7 1 (1.79%) jQuery
7 1 (1.79%) Kafka
7 1 (1.79%) Regular Expression
7 1 (1.79%) RESTful
Miscellaneous
1 14 (25.00%) Analytical Skills
2 3 (5.36%) Data Structures
2 3 (5.36%) Management Information System
3 2 (3.57%) Computer Science
3 2 (3.57%) Enterprise Software
3 2 (3.57%) PKI
4 1 (1.79%) Mobile App
4 1 (1.79%) Reference Data
Operating Systems
1 4 (7.14%) Unix
2 3 (5.36%) Linux
3 1 (1.79%) AIX
Processes & Methodologies
1 31 (55.36%) ETL
2 28 (50.00%) Business Intelligence
3 21 (37.50%) Analytics
4 17 (30.36%) Data Management
5 14 (25.00%) Data Migration
5 14 (25.00%) Migration
6 13 (23.21%) Data Governance
7 12 (21.43%) Agile Software Development
8 11 (19.64%) Data Analysis
8 11 (19.64%) Master Data Management
9 10 (17.86%) Data Munging
10 9 (16.07%) Data Modelling
11 8 (14.29%) Data Analytics
11 8 (14.29%) Visualisation
12 7 (12.50%) Project Management
12 7 (12.50%) SOA
13 6 (10.71%) Performance Tuning
13 6 (10.71%) SDLC
14 5 (8.93%) TOGAF
15 4 (7.14%) Systems Analysis
Programming Languages
1 36 (64.29%) SQL
2 8 (14.29%) R
3 7 (12.50%) Java
4 5 (8.93%) C
4 5 (8.93%) C#
4 5 (8.93%) Python
5 4 (7.14%) JavaScript
6 3 (5.36%) T-SQL
7 2 (3.57%) PL/SQL
8 1 (1.79%) C++
8 1 (1.79%) Shell Script
Qualifications
1 15 (26.79%) Degree
2 3 (5.36%) Security Cleared
3 2 (3.57%) Computer Science Degree
3 2 (3.57%) SC Cleared
4 1 (1.79%) APMP
Quality Assurance & Compliance
1 11 (19.64%) Data Quality
2 4 (7.14%) QA
3 2 (3.57%) GDPR
3 2 (3.57%) HL7
Vendors
1 9 (16.07%) Oracle
2 7 (12.50%) Tableau
3 6 (10.71%) SAP
4 5 (8.93%) IBM
4 5 (8.93%) Microsoft
5 4 (7.14%) Informatica
5 4 (7.14%) Remedy
6 3 (5.36%) Minitab
7 2 (3.57%) Cognos
7 2 (3.57%) Netezza
8 1 (1.79%) Capita
8 1 (1.79%) Hortonworks
8 1 (1.79%) IDERA
8 1 (1.79%) Talend