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 Integration skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Integration over the 6 months to 19 January 2018 with a comparison to the same period in the previous 2 years.

Data Integration
England > South West
6 months to
19 Jan 2018
Same period 2017 Same period 2016
Rank 273 281 283
Rank change year-on-year +8 +2 +23
Permanent jobs citing Data Integration 65 59 62
As % of all permanent IT jobs advertised in the South West 0.64% 0.56% 0.54%
As % of the Processes & Methodologies category 0.72% 0.63% 0.60%
Number of salaries quoted 52 41 62
South West median annual salary £46,250 £40,000 £40,000
Median salary % change year-on-year +15.63% - -20.00%
10th Percentile £32,208 £26,250 £28,000
90th Percentile £69,500 £64,000 £62,375
England median annual salary £57,500 £57,500 £55,000
% change year-on-year - +4.55% -

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 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 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 19 January 2018.

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 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
Dorset -4 22 £38,500 +40.00%
Bristol -26 12 £51,500 +21.18% 1
Wiltshire - 11 £57,500 -
Somerset - 10 £45,000 - 2
Gloucestershire +15 7 £53,125 +25.00% 5
Devon - 2 £44,500 -
Data Integration
England

For the 6 months to 19 January 2018, 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 43 (66.15%) SQL
2 32 (49.23%) ETL
3 27 (41.54%) Data Warehouse
3 27 (41.54%) Analytics
4 23 (35.38%) Business Intelligence
5 22 (33.85%) Agile Software Development
5 22 (33.85%) Data Management
5 22 (33.85%) Analytical Skills
6 17 (26.15%) Data Governance
7 16 (24.62%) Data Modelling
7 16 (24.62%) SQL Server Integration Services
8 15 (23.08%) Migration
9 14 (21.54%) SQL Server
9 14 (21.54%) Data Migration
10 12 (18.46%) SOAP
10 12 (18.46%) Web Services
10 12 (18.46%) JSON
10 12 (18.46%) REST
10 12 (18.46%) Master Data Management
11 11 (16.92%) XML
12 10 (15.38%) Oracle
12 10 (15.38%) Data Munging
12 10 (15.38%) R
12 10 (15.38%) Big Data
12 10 (15.38%) Microsoft Azure
13 9 (13.85%) Python
13 9 (13.85%) ERwin
13 9 (13.85%) Data Analysis
13 9 (13.85%) Finance
14 8 (12.31%) SQL Server Reporting Services

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 4 (6.15%) Oracle SOA Suite
2 3 (4.62%) Apache Spark
2 3 (4.62%) SharePoint
3 2 (3.08%) IIS
4 1 (1.54%) Apache
4 1 (1.54%) Apache Pig
4 1 (1.54%) WebLogic
4 1 (1.54%) WebSphere
Applications
1 2 (3.08%) Microsoft Excel
2 1 (1.54%) SPSS
Business Applications
1 4 (6.15%) Oracle Retail
2 1 (1.54%) Oracle BPM
2 1 (1.54%) Oracle EBS
Cloud Services
1 10 (15.38%) Microsoft Azure
2 4 (6.15%) Amazon AWS
3 3 (4.62%) Azure Data Factory
3 3 (4.62%) SaaS
4 2 (3.08%) Google Cloud Platform
4 2 (3.08%) IaaS
4 2 (3.08%) PaaS
5 1 (1.54%) AWS Data Pipeline
Communications & Networking
1 3 (4.62%) SMS
2 2 (3.08%) AMQP
3 1 (1.54%) HTTP
Database & Business Intelligence
1 27 (41.54%) Data Warehouse
2 16 (24.62%) SQL Server Integration Services
3 14 (21.54%) SQL Server
4 10 (15.38%) Big Data
5 8 (12.31%) Power BI
5 8 (12.31%) SQL Server Reporting Services
6 7 (10.77%) MySQL
7 6 (9.23%) BusinessObjects
7 6 (9.23%) OLAP
8 5 (7.69%) Data Lake
8 5 (7.69%) Hadoop
9 4 (6.15%) DataStage
9 4 (6.15%) NoSQL
9 4 (6.15%) Relational Database
9 4 (6.15%) SQL Server Analysis Services
10 3 (4.62%) IBM InfoSphere
10 3 (4.62%) QlikView
11 2 (3.08%) Cognos Report Studio
11 2 (3.08%) Enterprise Data Warehouse
11 2 (3.08%) HDInsight
Development Applications
1 9 (13.85%) ERwin
2 2 (3.08%) Git (software)
3 1 (1.54%) JMeter
3 1 (1.54%) LoadRunner
3 1 (1.54%) Maven
3 1 (1.54%) Selenium
3 1 (1.54%) SoapUI
3 1 (1.54%) Team Foundation Server
3 1 (1.54%) Visual Studio
General
1 9 (13.85%) Finance
2 6 (9.23%) Retail
3 1 (1.54%) Electronics
3 1 (1.54%) Manufacturing
3 1 (1.54%) Marketing
3 1 (1.54%) Telecoms
Job Titles
1 17 (26.15%) Architect
2 15 (23.08%) Developer
3 13 (20.00%) Data Architect
4 11 (16.92%) Analyst
4 11 (16.92%) Business Intelligence Developer
5 9 (13.85%) Consultant
5 9 (13.85%) Data Engineer
6 6 (9.23%) Business Developer
7 5 (7.69%) Business Analyst
7 5 (7.69%) Data Business Analyst
7 5 (7.69%) Governance Analyst
8 4 (6.15%) Analytics Consultant
8 4 (6.15%) Business Intelligence Consultant
8 4 (6.15%) Data Analyst
8 4 (6.15%) Enterprise Architect
8 4 (6.15%) Enterprise Integration Architect
8 4 (6.15%) ETL Analyst
8 4 (6.15%) Integration Architect
8 4 (6.15%) SQL Analyst
8 4 (6.15%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 12 (18.46%) JSON
1 12 (18.46%) REST
1 12 (18.46%) SOAP
1 12 (18.46%) Web Services
2 11 (16.92%) XML
3 5 (7.69%) .NET
4 4 (6.15%) Middleware
5 2 (3.08%) ActiveMQ
5 2 (3.08%) Apache Camel
5 2 (3.08%) MDX
5 2 (3.08%) Node.js
5 2 (3.08%) RabbitMQ
6 1 (1.54%) .NET Framework
6 1 (1.54%) AngularJS
6 1 (1.54%) J2EE
6 1 (1.54%) jQuery
6 1 (1.54%) Kafka
6 1 (1.54%) Regular Expression
6 1 (1.54%) RESTful
6 1 (1.54%) Spring
Miscellaneous
1 22 (33.85%) Analytical Skills
2 2 (3.08%) Data Structures
2 2 (3.08%) Fintech
2 2 (3.08%) PKI
3 1 (1.54%) Computer Science
3 1 (1.54%) Enterprise Software
3 1 (1.54%) Management Information System
3 1 (1.54%) Mobile App
3 1 (1.54%) PMI
3 1 (1.54%) Reference Data
Operating Systems
1 5 (7.69%) Linux
2 4 (6.15%) Unix
3 1 (1.54%) AIX
3 1 (1.54%) Android
3 1 (1.54%) Windows
Processes & Methodologies
1 32 (49.23%) ETL
2 27 (41.54%) Analytics
3 23 (35.38%) Business Intelligence
4 22 (33.85%) Agile Software Development
4 22 (33.85%) Data Management
5 17 (26.15%) Data Governance
6 16 (24.62%) Data Modelling
7 15 (23.08%) Migration
8 14 (21.54%) Data Migration
9 12 (18.46%) Master Data Management
10 10 (15.38%) Data Munging
11 9 (13.85%) Data Analysis
12 8 (12.31%) Waterfall
13 7 (10.77%) Data Analytics
13 7 (10.77%) Performance Tuning
14 6 (9.23%) Continuous Improvement
14 6 (9.23%) Dimensional Modelling
14 6 (9.23%) User Stories
15 5 (7.69%) ERP
15 5 (7.69%) TOGAF
Programming Languages
1 43 (66.15%) SQL
2 10 (15.38%) R
3 9 (13.85%) Python
4 8 (12.31%) Java
5 5 (7.69%) JavaScript
6 3 (4.62%) C#
7 2 (3.08%) Ruby
8 1 (1.54%) C
8 1 (1.54%) C++
8 1 (1.54%) Go
8 1 (1.54%) Scala
8 1 (1.54%) Shell Script
8 1 (1.54%) T-SQL
Qualifications
1 8 (12.31%) Degree
2 2 (3.08%) Security Cleared
3 1 (1.54%) APMP
3 1 (1.54%) Computer Science Degree
3 1 (1.54%) PMI Certification
Quality Assurance & Compliance
1 8 (12.31%) Data Quality
2 6 (9.23%) QA
3 2 (3.08%) HL7
4 1 (1.54%) GDPR
System Software
1 1 (1.54%) Active Directory
1 1 (1.54%) Apache Flume
1 1 (1.54%) Docker
1 1 (1.54%) HDFS
Vendors
1 10 (15.38%) Oracle
2 6 (9.23%) Microsoft
2 6 (9.23%) Tableau
3 5 (7.69%) IBM
4 4 (6.15%) Remedy
4 4 (6.15%) SAP
5 3 (4.62%) Informatica
6 2 (3.08%) Cognos
6 2 (3.08%) Hortonworks
6 2 (3.08%) IDERA
6 2 (3.08%) Netezza
6 2 (3.08%) Talend
7 1 (1.54%) Birst
7 1 (1.54%) Capita
7 1 (1.54%) Google
7 1 (1.54%) Minitab