Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Bristol 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 21 November 2017 with a comparison to the same period in the previous 2 years.

Data Integration
South West > Bristol
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 189 174 187
Rank change year-on-year -15 +13 -8
Permanent jobs citing Data Integration 18 8 14
As % of all permanent IT jobs advertised in Bristol 0.47% 0.25% 0.37%
As % of the Processes & Methodologies category 0.51% 0.27% 0.41%
Number of salaries quoted 13 8 13
Bristol median annual salary £52,500 £60,000 £41,500
Median salary % change year-on-year -12.50% +44.58% -2.35%
10th Percentile £38,200 £31,250 £31,250
90th Percentile £58,750 £64,000 £62,250
South West median annual salary £45,000 £37,500 £40,000
% change year-on-year +20.00% -6.25% -5.88%

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 Bristol with a requirement for process or methodology skills.

All Process and Methodology Skills
Bristol
Permanent vacancies with a requirement for process or methodology skills 3534 2910 3409
As % of all permanent IT jobs advertised in Bristol 91.91% 90.97% 90.59%
Number of salaries quoted 2915 2463 2940
Bristol median annual salary £45,000 £44,000 £41,750
Median salary % change year-on-year +2.27% +5.39% +4.38%
10th Percentile £26,250 £27,500 £26,700
90th Percentile £67,500 £70,000 £67,500
South West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +3.90%

Data Integration
Job Vacancy Trend in Bristol

Job postings citing Data Integration as a percentage of all IT jobs advertised in Bristol.

Job vacancy trend for Data Integration in Bristol

Data Integration
Salary Trend in Bristol

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

Salary trend for Data Integration in Bristol

Data Integration
Salary Histogram in Bristol

The salary distribution of IT jobs citing Data Integration in Bristol over the 6 months to 21 November 2017.

Salary histogram for Data Integration in Bristol

For the 6 months to 21 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 Bristol region with a requirement for Data Integration.

1 12 (66.67%) Business Intelligence
2 10 (55.56%) ETL
3 9 (50.00%) SQL
4 7 (38.89%) SQL Server
4 7 (38.89%) Agile Software Development
4 7 (38.89%) SQL Server Integration Services
5 6 (33.33%) SAP
5 6 (33.33%) Data Warehouse
6 5 (27.78%) Java
6 5 (27.78%) Analytical Skills
7 4 (22.22%) Performance Tuning
7 4 (22.22%) Relational Database
7 4 (22.22%) Analytics
7 4 (22.22%) Degree
7 4 (22.22%) Data Migration
7 4 (22.22%) Microsoft Azure
7 4 (22.22%) MySQL
7 4 (22.22%) Middleware
7 4 (22.22%) BusinessObjects
7 4 (22.22%) Informatica
7 4 (22.22%) Data Analysis
7 4 (22.22%) Migration
8 3 (16.67%) Programme Management
8 3 (16.67%) Electronics
8 3 (16.67%) Telecoms
8 3 (16.67%) Finance
8 3 (16.67%) Manufacturing
8 3 (16.67%) Marketing
8 3 (16.67%) Business Development
8 3 (16.67%) JavaScript

Data Integration
Co-occurring IT Skills in Bristol 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 (11.11%) Apache
1 2 (11.11%) Apache Spark
Cloud Services
1 4 (22.22%) Microsoft Azure
2 2 (11.11%) IaaS
2 2 (11.11%) PaaS
2 2 (11.11%) SaaS
Communications & Networking
1 2 (11.11%) AMQP
1 2 (11.11%) HTTP
Database & Business Intelligence
1 7 (38.89%) SQL Server
1 7 (38.89%) SQL Server Integration Services
2 6 (33.33%) Data Warehouse
3 4 (22.22%) BusinessObjects
3 4 (22.22%) MySQL
3 4 (22.22%) Relational Database
4 3 (16.67%) NoSQL
5 2 (11.11%) Apache Hive
5 2 (11.11%) Big Data
5 2 (11.11%) Cognos Report Studio
5 2 (11.11%) Data Mining
5 2 (11.11%) DataStage
5 2 (11.11%) DB2
5 2 (11.11%) DecisionStream
5 2 (11.11%) Hadoop
5 2 (11.11%) IBM InfoSphere
5 2 (11.11%) Pentaho
5 2 (11.11%) PowerCenter
6 1 (5.56%) MongoDB
6 1 (5.56%) SQL Server Analysis Services
Development Applications
1 2 (11.11%) Maven
2 1 (5.56%) Team Foundation Server
2 1 (5.56%) Visual Studio
General
1 3 (16.67%) Electronics
1 3 (16.67%) Finance
1 3 (16.67%) Manufacturing
1 3 (16.67%) Marketing
1 3 (16.67%) Telecoms
2 2 (11.11%) Military
Job Titles
1 5 (27.78%) Data Engineer
1 5 (27.78%) Developer
2 3 (16.67%) Analyst
2 3 (16.67%) Business Development Manager
2 3 (16.67%) Business Manager
2 3 (16.67%) Development Manager
2 3 (16.67%) Healthcare Manager
2 3 (16.67%) Integration Engineer
3 2 (11.11%) Analytics Consultant
3 2 (11.11%) Azure Engineer
3 2 (11.11%) Big Data Engineer
3 2 (11.11%) Business Intelligence Developer
3 2 (11.11%) Consultant
3 2 (11.11%) Data Analytics Consultant
3 2 (11.11%) Data Warehouse Consultant
3 2 (11.11%) Functional Analyst
3 2 (11.11%) Java Developer
3 2 (11.11%) Java Engineer
3 2 (11.11%) Logistics Analyst
3 2 (11.11%) Logistics Business Analyst
Libraries, Frameworks & Software Standards
1 4 (22.22%) Middleware
2 3 (16.67%) Web Services
3 2 (11.11%) ActiveMQ
3 2 (11.11%) Apache Camel
3 2 (11.11%) J2EE
3 2 (11.11%) RabbitMQ
3 2 (11.11%) REST
3 2 (11.11%) SOAP
3 2 (11.11%) Spring
3 2 (11.11%) Tapestry
4 1 (5.56%) .NET
4 1 (5.56%) .NET Framework
4 1 (5.56%) AngularJS
4 1 (5.56%) ASP.NET
4 1 (5.56%) jQuery
4 1 (5.56%) JSON
4 1 (5.56%) Kafka
4 1 (5.56%) Node.js
4 1 (5.56%) RESTful
Miscellaneous
1 5 (27.78%) Analytical Skills
2 2 (11.11%) Computer Science
2 2 (11.11%) Data Structures
2 2 (11.11%) Enterprise Software
2 2 (11.11%) Management Information System
2 2 (11.11%) PKI
3 1 (5.56%) Mobile App
Operating Systems
1 2 (11.11%) Linux
1 2 (11.11%) Unix
Processes & Methodologies
1 12 (66.67%) Business Intelligence
2 10 (55.56%) ETL
3 7 (38.89%) Agile Software Development
4 4 (22.22%) Analytics
4 4 (22.22%) Data Analysis
4 4 (22.22%) Data Migration
4 4 (22.22%) Migration
4 4 (22.22%) Performance Tuning
5 3 (16.67%) Business Development
5 3 (16.67%) Digital Marketing
5 3 (16.67%) Programme Management
6 2 (11.11%) Change Management
6 2 (11.11%) Continuous Integration
6 2 (11.11%) Logistics
6 2 (11.11%) Software Engineering
6 2 (11.11%) TDD
6 2 (11.11%) Test Scripting
6 2 (11.11%) Usability Testing
6 2 (11.11%) Validation
6 2 (11.11%) Waterfall
Programming Languages
1 9 (50.00%) SQL
2 5 (27.78%) Java
3 3 (16.67%) JavaScript
4 2 (11.11%) Python
4 2 (11.11%) R
5 1 (5.56%) C#
Qualifications
1 4 (22.22%) Degree
2 2 (11.11%) Computer Science Degree
Quality Assurance & Compliance
1 2 (11.11%) Data Quality
1 2 (11.11%) HL7
1 2 (11.11%) QA
Vendors
1 6 (33.33%) SAP
2 4 (22.22%) Informatica
3 2 (11.11%) Cognos
3 2 (11.11%) IBM
3 2 (11.11%) Oracle
3 2 (11.11%) Tableau
4 1 (5.56%) Capita