Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Bristol with a requirement for Business Intelligence skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Business Intelligence over the 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Business Intelligence (BI)
South West > Bristol
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 16 38 32
Rank change year-on-year +22 -6 +22
Permanent jobs citing Business Intelligence 516 206 277
As % of all permanent IT jobs advertised in Bristol 13.52% 6.42% 7.33%
As % of the Processes & Methodologies category 14.70% 7.04% 8.10%
Number of salaries quoted 433 186 239
Bristol median annual salary £50,000 £44,500 £50,000
Median salary % change year-on-year +12.36% -11.00% +18.34%
10th Percentile £28,750 £31,250 £28,625
90th Percentile £66,250 £68,750 £67,500
South West median annual salary £45,000 £45,000 £45,500
% change year-on-year - -1.10% +9.64%

Business Intelligence 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 3510 2926 3418
As % of all permanent IT jobs advertised in Bristol 91.98% 91.12% 90.50%
Number of salaries quoted 2891 2468 2949
Bristol median annual salary £45,000 £44,000 £42,500
Median salary % change year-on-year +2.27% +3.53% +6.25%
10th Percentile £26,500 £27,500 £26,750
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%

Business Intelligence
Job Vacancy Trend in Bristol

Job postings citing Business Intelligence as a percentage of all IT jobs advertised in Bristol.

Job vacancy trend for Business Intelligence in Bristol

Business Intelligence
Salary Trend in Bristol

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

Salary trend for Business Intelligence in Bristol

Business Intelligence
Salary Histogram in Bristol

The salary distribution of IT jobs citing Business Intelligence in Bristol over the 6 months to 23 November 2017.

Salary histogram for Business Intelligence in Bristol

Business Intelligence
Job Locations in Bristol

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Business Intelligence within the Bristol region over the 6 months to 23 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
Avonmouth - 1 £45,000 -
Business Intelligence
South West

For the 6 months to 23 November 2017, IT jobs citing Business Intelligence 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 Business Intelligence.

1 374 (72.48%) Finance
2 359 (69.57%) Marketing
3 357 (69.19%) Electronics
3 357 (69.19%) Telecoms
3 357 (69.19%) SAP
4 356 (68.99%) Programme Management
4 356 (68.99%) Digital Marketing
5 354 (68.60%) Manufacturing
6 197 (38.18%) Agile Software Development
7 192 (37.21%) SQL
8 135 (26.16%) C#
9 107 (20.74%) SQL Server
10 96 (18.60%) HTML
10 96 (18.60%) Java
11 89 (17.25%) JavaScript
12 88 (17.05%) SQL Server Integration Services
13 87 (16.86%) Python
13 87 (16.86%) Microsoft
14 82 (15.89%) CSS
15 81 (15.70%) SQL Server Reporting Services
16 80 (15.50%) AngularJS
17 78 (15.12%) Degree
18 74 (14.34%) T-SQL
19 73 (14.15%) Microsoft Azure
20 69 (13.37%) Amazon AWS
20 69 (13.37%) Git (software)
20 69 (13.37%) .NET
20 69 (13.37%) ETL
21 68 (13.18%) Data Warehouse
22 67 (12.98%) Software Engineering

Business Intelligence
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 27 (5.23%) CMS
2 25 (4.84%) SharePoint
3 11 (2.13%) Apache Spark
4 9 (1.74%) Mule
4 9 (1.74%) Tomcat
5 6 (1.16%) BizTalk Server
5 6 (1.16%) NetWeaver
6 5 (0.97%) Apache Pig
6 5 (0.97%) Elasticsearch
7 4 (0.78%) MS Project Server
8 2 (0.39%) SAS
9 1 (0.19%) IIS
9 1 (0.19%) Skype for Business
Applications
1 36 (6.98%) Microsoft Excel
2 13 (2.52%) Adobe Creative Suite
2 13 (2.52%) Adobe Illustrator
2 13 (2.52%) Microsoft Office
3 9 (1.74%) Microsoft Project
3 9 (1.74%) MS Visio
4 4 (0.78%) Microsoft PowerPoint
5 2 (0.39%) Chatbot
5 2 (0.39%) SPSS
Business Applications
1 9 (1.74%) Dynamics CRM
2 8 (1.55%) Cognos Business Intelligence
3 2 (0.39%) Adobe Campaign
4 1 (0.19%) Cognos TM1
Cloud Services
1 73 (14.15%) Microsoft Azure
2 69 (13.37%) Amazon AWS
3 39 (7.56%) GitHub
4 28 (5.43%) SaaS
5 24 (4.65%) IaaS
5 24 (4.65%) PaaS
6 21 (4.07%) Google Play
7 20 (3.88%) Google Cloud Platform
8 9 (1.74%) Amazon Kinesis
9 5 (0.97%) Amazon EMR
9 5 (0.97%) npm
10 3 (0.58%) Amazon SQS
10 3 (0.58%) Google Analytics
11 2 (0.39%) Azure Data Factory
11 2 (0.39%) Azure Machine Learning
12 1 (0.19%) Amazon EC2
12 1 (0.19%) Amazon S3
12 1 (0.19%) Cortana Intelligence Suite
12 1 (0.19%) Dynamics 365
12 1 (0.19%) Slack
Communications & Networking
1 19 (3.68%) SSL
2 13 (2.52%) HTTP
3 12 (2.33%) TCP/IP
4 3 (0.58%) Network Security
5 2 (0.39%) AMQP
5 2 (0.39%) SMS
6 1 (0.19%) Firewall
6 1 (0.19%) LAN
6 1 (0.19%) MPLS
6 1 (0.19%) Remote Desktop
6 1 (0.19%) Skype
6 1 (0.19%) VPN
6 1 (0.19%) WAN
Database & Business Intelligence
1 107 (20.74%) SQL Server
2 88 (17.05%) SQL Server Integration Services
3 81 (15.70%) SQL Server Reporting Services
4 68 (13.18%) Data Warehouse
5 45 (8.72%) Power BI
6 31 (6.01%) Data Mining
7 27 (5.23%) SQL Server 2012
8 26 (5.04%) QlikView
8 26 (5.04%) SQL Server 2014
9 25 (4.84%) NoSQL
9 25 (4.84%) SQL Server Analysis Services
10 20 (3.88%) Enterprise Data Warehouse
11 19 (3.68%) MongoDB
11 19 (3.68%) MySQL
12 17 (3.29%) Big Data
12 17 (3.29%) Crystal Reports
12 17 (3.29%) Relational Database
13 13 (2.52%) RDBMS
14 12 (2.33%) Apache Cassandra
14 12 (2.33%) CouchDB
Development Applications
1 69 (13.37%) Git (software)
2 32 (6.20%) Visual Studio
3 23 (4.46%) Jenkins
4 22 (4.26%) Atlassian Bamboo
5 20 (3.88%) Mercurial
6 13 (2.52%) Team Foundation Server
7 10 (1.94%) Jasmine
7 10 (1.94%) MSBuild
7 10 (1.94%) Protractor
8 9 (1.74%) Cucumber
8 9 (1.74%) JUnit
8 9 (1.74%) Selenium
8 9 (1.74%) SpecFlow
9 8 (1.55%) Capybara
9 8 (1.55%) WATIR
9 8 (1.55%) WebDriver
10 5 (0.97%) Grunt
11 4 (0.78%) Bower
11 4 (0.78%) gulp
11 4 (0.78%) JIRA
General
1 374 (72.48%) Finance
2 359 (69.57%) Marketing
3 357 (69.19%) Electronics
3 357 (69.19%) Telecoms
4 354 (68.60%) Manufacturing
5 27 (5.23%) Multimedia
6 16 (3.10%) Military
7 13 (2.52%) Games
8 8 (1.55%) Retail
9 5 (0.97%) Automotive
9 5 (0.97%) Legal
10 3 (0.58%) Advertising
10 3 (0.58%) Banking
11 2 (0.39%) Publishing
12 1 (0.19%) Corporate Banking
12 1 (0.19%) Local Government
12 1 (0.19%) Retail Banking
Job Titles
1 206 (39.92%) Developer
2 51 (9.88%) Business Intelligence Developer
3 50 (9.69%) Analyst
4 33 (6.40%) .NET Developer
4 33 (6.40%) Front End Developer (Client-Side Developer)
5 31 (6.01%) Designer
5 31 (6.01%) Software Developer
6 30 (5.81%) C# Developer
6 30 (5.81%) JavaScript Developer
7 29 (5.62%) Junior
7 29 (5.62%) Senior Developer
8 28 (5.43%) Machine Learning Researcher
9 27 (5.23%) C# .NET Developer
10 25 (4.84%) ASP.NET Developer
10 25 (4.84%) C# ASP.NET Developer
11 21 (4.07%) Android Engineer
11 21 (4.07%) Business Developer
11 21 (4.07%) Graduate
11 21 (4.07%) iOS Developer
12 20 (3.88%) Project Manager
Libraries, Frameworks & Software Standards
1 96 (18.60%) HTML
2 82 (15.89%) CSS
3 80 (15.50%) AngularJS
4 69 (13.37%) .NET
5 67 (12.98%) JSON
6 58 (11.24%) HTML5
7 55 (10.66%) RESTful
8 51 (9.88%) ASP.NET
9 48 (9.30%) XML
10 37 (7.17%) REST
11 32 (6.20%) CSS3
12 31 (6.01%) Node.js
13 30 (5.81%) Kafka
14 29 (5.62%) Ajax
14 29 (5.62%) Backbone.js
14 29 (5.62%) Ember.js
14 29 (5.62%) KnockoutJS
15 22 (4.26%) RabbitMQ
16 21 (4.07%) Reactive Extensions
17 20 (3.88%) ASP.NET MVC
Miscellaneous
1 66 (12.79%) Mobile App
2 37 (7.17%) Algorithms
3 34 (6.59%) Computer Science
4 32 (6.20%) User Experience
5 27 (5.23%) e-Learning
6 26 (5.04%) Analytical Skills
7 22 (4.26%) Data Structures
8 13 (2.52%) Management Information System
9 9 (1.74%) Virtual Team
10 8 (1.55%) EPoS
10 8 (1.55%) Greenfield Project
11 7 (1.36%) Enterprise Software
12 5 (0.97%) Clustering
12 5 (0.97%) Device Driver
12 5 (0.97%) Embedded Systems
12 5 (0.97%) Fintech
13 4 (0.78%) Driving Licence
14 3 (0.58%) N-Tier
14 3 (0.58%) Security Operations Centre
15 2 (0.39%) PKI
Operating Systems
1 37 (7.17%) Linux
2 27 (5.23%) Android
3 22 (4.26%) Apple iOS
4 19 (3.68%) Ubuntu
5 5 (0.97%) Embedded Linux
6 4 (0.78%) Windows
7 3 (0.58%) Unix
7 3 (0.58%) Windows Server
8 1 (0.19%) Windows 10
8 1 (0.19%) Windows 7
Processes & Methodologies
1 356 (68.99%) Digital Marketing
1 356 (68.99%) Programme Management
2 197 (38.18%) Agile Software Development
3 69 (13.37%) ETL
4 67 (12.98%) Software Engineering
5 63 (12.21%) TDD
6 62 (12.02%) Scrum
7 59 (11.43%) MVC
8 49 (9.50%) Continuous Integration
9 48 (9.30%) DevOps
10 46 (8.91%) OO
11 44 (8.53%) Analytics
12 41 (7.95%) Machine Learning
13 38 (7.36%) Continuous Delivery
14 36 (6.98%) Visualisation
15 35 (6.78%) OOP
16 33 (6.40%) Front End Development
17 31 (6.01%) Project Management
18 30 (5.81%) Data Visualisation
18 30 (5.81%) Migration
Programming Languages
1 192 (37.21%) SQL
2 135 (26.16%) C#
3 96 (18.60%) Java
4 89 (17.25%) JavaScript
5 87 (16.86%) Python
6 74 (14.34%) T-SQL
7 55 (10.66%) Ruby
8 50 (9.69%) C++
9 40 (7.75%) Shell Script
10 21 (4.07%) Apple Swift
10 21 (4.07%) Kotlin
10 21 (4.07%) Objective-C
11 19 (3.68%) Clojure
12 18 (3.49%) Perl
12 18 (3.49%) R
13 15 (2.91%) PL/SQL
14 12 (2.33%) Go
15 8 (1.55%) TypeScript
16 7 (1.36%) PHP
16 7 (1.36%) Scala
Qualifications
1 78 (15.12%) Degree
2 52 (10.08%) Security Cleared
3 44 (8.53%) Computer Science Degree
4 32 (6.20%) SC Cleared
5 29 (5.62%) PhD
6 9 (1.74%) ISEB
6 9 (1.74%) ISTQB
7 6 (1.16%) PRINCE2 Certification
8 1 (0.19%) A+ Certification
8 1 (0.19%) CCA
8 1 (0.19%) CCNA
8 1 (0.19%) Cisco Certification
8 1 (0.19%) Citrix Certification
8 1 (0.19%) MCSE
8 1 (0.19%) Microsoft Certification
8 1 (0.19%) Network+ Certification
8 1 (0.19%) Numerate Degree
8 1 (0.19%) Postgraduate
8 1 (0.19%) PRINCE2 Practitioner
8 1 (0.19%) Security+ Certification
Quality Assurance & Compliance
1 9 (1.74%) Data Quality
2 7 (1.36%) PMO
3 3 (0.58%) ISO/IEC 27001
3 3 (0.58%) QA
4 2 (0.39%) HL7
System Software
1 15 (2.91%) Docker
2 4 (0.78%) Active Directory
3 1 (0.19%) VMware Workstation
Systems Management
1 19 (3.68%) Puppet
2 12 (2.33%) Opscode Chef
3 7 (1.36%) Ansible
4 3 (0.58%) Systems Management Server (SMS)
Vendors
1 357 (69.19%) SAP
2 87 (16.86%) Microsoft
3 44 (8.53%) Google
4 42 (8.14%) Tableau
5 19 (3.68%) Oracle
6 15 (2.91%) Adobe
6 15 (2.91%) Apple
7 11 (2.13%) Cognos
8 4 (0.78%) Informatica
9 3 (0.58%) ArcSight
9 3 (0.58%) Atlassian
9 3 (0.58%) LogRhythm
10 2 (0.39%) VMware
11 1 (0.19%) Avaya
11 1 (0.19%) Cisco
11 1 (0.19%) IFS
11 1 (0.19%) Jaspersoft
11 1 (0.19%) NetApp
11 1 (0.19%) Remedy
11 1 (0.19%) Salesforce.com