Period
to 17 June 2018

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 17 June 2018 with a comparison to the same period in the previous 2 years.

Business Intelligence (BI)
South West > Bristol
6 months to
17 Jun 2018
Same period 2017 Same period 2016
Rank 22 24 39
Rank change year-on-year +2 +15 +9
Permanent jobs citing Business Intelligence 368 339 224
As % of all permanent IT jobs advertised in Bristol 9.49% 9.35% 6.48%
As % of the Processes & Methodologies category 10.24% 10.19% 7.10%
Number of salaries quoted 314 279 198
Bristol median annual salary £42,500 £42,500 £42,500
10th Percentile £28,750 £28,750 £29,175
90th Percentile £62,500 £67,500 £62,500
South West median annual salary £42,500 £45,000 £45,000
% change year-on-year -5.56% - +12.50%

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 3,595 3,327 3,154
As % of all permanent IT jobs advertised in Bristol 92.73% 91.80% 91.26%
Number of salaries quoted 2,974 2,740 2,753
Bristol median annual salary £45,000 £42,500 £41,000
Median salary % change year-on-year +5.88% +3.66% +2.50%
10th Percentile £26,250 £26,475 £25,750
90th Percentile £67,500 £67,500 £67,150
South West median annual salary £42,500 £41,000 £40,000
% change year-on-year +3.66% +2.50% -

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 17 June 2018.

Salary histogram for Business Intelligence in Bristol

For the 6 months to 17 June 2018, IT jobs citing Business Intelligence also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Bristol region with a requirement for Business Intelligence.

1 218 (59.24%) Finance
2 214 (58.15%) Electronics
3 213 (57.88%) SAP
4 208 (56.52%) Marketing
5 207 (56.25%) Manufacturing
6 206 (55.98%) Digital Marketing
7 204 (55.43%) Telecoms
7 204 (55.43%) Programme Management
8 159 (43.21%) SQL
9 143 (38.86%) C#
10 127 (34.51%) Agile Software Development
11 123 (33.42%) SQL Server
12 114 (30.98%) Microsoft
13 106 (28.80%) .NET
14 88 (23.91%) JavaScript
15 87 (23.64%) HTML
16 82 (22.28%) Scrum
17 73 (19.84%) Java
17 73 (19.84%) CSS
18 65 (17.66%) Python
18 65 (17.66%) ETL
19 64 (17.39%) Oracle
20 60 (16.30%) Data Warehouse
20 60 (16.30%) Degree
21 59 (16.03%) Power BI
22 58 (15.76%) Tableau
23 57 (15.49%) ASP.NET
24 56 (15.22%) Microsoft Azure
25 55 (14.95%) Analytics
26 53 (14.40%) SQL Server Reporting Services

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 23 (6.25%) Apache Spark
2 21 (5.71%) Apache Pig
3 18 (4.89%) Elasticsearch
4 6 (1.63%) SharePoint
5 4 (1.09%) SAS
5 4 (1.09%) WebSphere
6 2 (0.54%) Apache
6 2 (0.54%) Tomcat
7 1 (0.27%) Apache ServiceMix
7 1 (0.27%) CMS
7 1 (0.27%) JBoss
7 1 (0.27%) Mule
7 1 (0.27%) NetWeaver
Applications
1 21 (5.71%) Microsoft Excel
2 5 (1.36%) Microsoft Office
2 5 (1.36%) SPSS
3 2 (0.54%) Microsoft Project
3 2 (0.54%) Spreadsheet
4 1 (0.27%) Chatbot
Business Applications
1 9 (2.45%) Cognos Business Intelligence
2 8 (2.17%) Dynamics CRM
3 3 (0.82%) Cognos TM1
4 2 (0.54%) Maximo
Cloud Services
1 56 (15.22%) Microsoft Azure
2 52 (14.13%) Amazon AWS
3 21 (5.71%) GitHub
4 18 (4.89%) Amazon EMR
4 18 (4.89%) Amazon Kinesis
5 8 (2.17%) SaaS
6 7 (1.90%) IaaS
6 7 (1.90%) Office 365
6 7 (1.90%) PaaS
7 4 (1.09%) Google Cloud Platform
8 3 (0.82%) Cloud Computing
9 2 (0.54%) Azure Data Factory
9 2 (0.54%) Google Analytics
9 2 (0.54%) Google Play
10 1 (0.27%) AdWords
10 1 (0.27%) AWS Lambda
10 1 (0.27%) Azure Machine Learning
10 1 (0.27%) MailChimp
10 1 (0.27%) Serverless
Communications & Networking
1 6 (1.63%) SMS
2 5 (1.36%) DHCP
2 5 (1.36%) DNS
3 4 (1.09%) HTTP
4 3 (0.82%) Firewall
4 3 (0.82%) Modbus
4 3 (0.82%) Network Security
4 3 (0.82%) VPN
5 2 (0.54%) SSL
6 1 (0.27%) Intrusion Detection
6 1 (0.27%) LAN
6 1 (0.27%) SAN
Database & Business Intelligence
1 123 (33.42%) SQL Server
2 60 (16.30%) Data Warehouse
3 59 (16.03%) Power BI
4 53 (14.40%) SQL Server Reporting Services
5 47 (12.77%) SQL Server Integration Services
6 44 (11.96%) Big Data
7 31 (8.42%) SQL Server Analysis Services
8 26 (7.07%) Amazon Redshift
8 26 (7.07%) QlikView
9 24 (6.52%) Hadoop
10 23 (6.25%) Spotfire
11 22 (5.98%) Oracle Database
12 21 (5.71%) Apache Hive
13 20 (5.43%) Presto
14 18 (4.89%) Amazon Athena
14 18 (4.89%) BigQuery
14 18 (4.89%) Impala
14 18 (4.89%) Relational Database
15 17 (4.62%) Oracle Database 11g
15 17 (4.62%) Oracle Database 12c
Development Applications
1 19 (5.16%) Team Foundation Server
2 18 (4.89%) JIRA
3 12 (3.26%) Visual Studio
4 10 (2.72%) JUnit
4 10 (2.72%) Selenium
5 9 (2.45%) TestNG
6 8 (2.17%) Git (software)
6 8 (2.17%) Jasmine
6 8 (2.17%) Protractor
7 5 (1.36%) SQL Server Management Studio (SSMS)
8 3 (0.82%) Jenkins
9 2 (0.54%) Atlassian Bamboo
9 2 (0.54%) Mercurial
9 2 (0.54%) MSBuild
9 2 (0.54%) VSS/SourceSafe
9 2 (0.54%) WebDriver
10 1 (0.27%) ERwin
10 1 (0.27%) Maven
10 1 (0.27%) Subversion
10 1 (0.27%) UI Automator
General
1 218 (59.24%) Finance
2 214 (58.15%) Electronics
3 208 (56.52%) Marketing
4 207 (56.25%) Manufacturing
5 204 (55.43%) Telecoms
6 10 (2.72%) Law
7 7 (1.90%) Retail
8 6 (1.63%) Legal
9 4 (1.09%) Advertising
10 2 (0.54%) Banking
10 2 (0.54%) Financial Institution
10 2 (0.54%) Games
Job Titles
1 193 (52.45%) Developer
2 60 (16.30%) Software Developer
3 54 (14.67%) .NET Developer
4 51 (13.86%) Business Intelligence Developer
5 50 (13.59%) Analyst
6 46 (12.50%) C# Developer
7 42 (11.41%) .NET Software Developer
8 40 (10.87%) C# .NET Developer
9 37 (10.05%) C# Software Developer
10 32 (8.70%) SQL Developer
11 26 (7.07%) Business Intelligence Analyst
12 24 (6.52%) Senior Developer
13 20 (5.43%) Agile Developer
14 19 (5.16%) Data Engineer
15 18 (4.89%) AWS Engineer
15 18 (4.89%) Hadoop Engineer
15 18 (4.89%) Senior Data Engineer
15 18 (4.89%) Senior Hadoop Engineer
16 17 (4.62%) SQL BI Developer
17 16 (4.35%) Business Developer
Libraries, Frameworks & Software Standards
1 106 (28.80%) .NET
2 87 (23.64%) HTML
3 73 (19.84%) CSS
4 57 (15.49%) ASP.NET
5 45 (12.23%) AngularJS
6 43 (11.68%) jQuery
7 29 (7.88%) RESTful
8 24 (6.52%) HTML5
9 23 (6.25%) ASP.NET MVC
10 22 (5.98%) Angular 2
11 18 (4.89%) MLlib
11 18 (4.89%) Pandas
12 14 (3.80%) Node.js
13 13 (3.53%) JSON
13 13 (3.53%) Web Services
14 12 (3.26%) .NET Framework
14 12 (3.26%) XML
15 11 (2.99%) Laravel
15 11 (2.99%) Twitter Bootstrap
16 10 (2.72%) Ruby on Rails
Miscellaneous
1 40 (10.87%) Analytical Skills
2 32 (8.70%) Greenfield Project
3 30 (8.15%) User Experience
4 19 (5.16%) Clustering
5 18 (4.89%) Management Information System
6 16 (4.35%) Computer Science
7 13 (3.53%) Mobile App
8 12 (3.26%) Algorithms
9 5 (1.36%) Self-Motivation
10 3 (0.82%) NHS
11 2 (0.54%) Data Structures
11 2 (0.54%) Enterprise Software
11 2 (0.54%) Life Science
12 1 (0.27%) Blog
12 1 (0.27%) Cyberthreat
12 1 (0.27%) Driving Licence
12 1 (0.27%) Fintech
12 1 (0.27%) N-Tier
12 1 (0.27%) Public Cloud
12 1 (0.27%) Replication
Operating Systems
1 13 (3.53%) Apple iOS
1 13 (3.53%) Linux
2 12 (3.26%) Solaris
3 7 (1.90%) Android
3 7 (1.90%) Unix
4 6 (1.63%) Windows
5 4 (1.09%) Windows Server
6 2 (0.54%) Windows 10
6 2 (0.54%) Windows 7
7 1 (0.27%) AIX
7 1 (0.27%) CentOS
Processes & Methodologies
1 206 (55.98%) Digital Marketing
2 204 (55.43%) Programme Management
3 127 (34.51%) Agile Software Development
4 82 (22.28%) Scrum
5 65 (17.66%) ETL
6 55 (14.95%) Analytics
7 49 (13.32%) Machine Learning
8 48 (13.04%) Visualisation
9 47 (12.77%) Artificial Intelligence
10 43 (11.68%) TDD
11 42 (11.41%) MVC
12 38 (10.33%) Software Engineering
13 36 (9.78%) OO
14 35 (9.51%) Data Visualisation
14 35 (9.51%) E-Commerce
15 32 (8.70%) Data Analytics
16 29 (7.88%) Data Analysis
17 28 (7.61%) Data Science
18 27 (7.34%) Coaching
19 26 (7.07%) SDLC
Programming Languages
1 159 (43.21%) SQL
2 143 (38.86%) C#
3 88 (23.91%) JavaScript
4 73 (19.84%) Java
5 65 (17.66%) Python
6 46 (12.50%) T-SQL
7 25 (6.79%) C++
8 20 (5.43%) Perl
9 19 (5.16%) Ruby
10 18 (4.89%) Scala
11 15 (4.08%) PL/SQL
12 14 (3.80%) Shell Script
13 13 (3.53%) PHP
13 13 (3.53%) R
14 11 (2.99%) VBA
15 6 (1.63%) Objective-C
16 5 (1.36%) C
17 4 (1.09%) Clojure
18 3 (0.82%) Kotlin
18 3 (0.82%) VB.NET
Qualifications
1 60 (16.30%) Degree
2 37 (10.05%) Computer Science Degree
3 10 (2.72%) SC Cleared
3 10 (2.72%) Security Cleared
4 9 (2.45%) Oracle Certification
5 7 (1.90%) PhD
6 6 (1.63%) MCSE
6 6 (1.63%) Microsoft Certification
6 6 (1.63%) Numerate Degree
7 4 (1.09%) CCNA
7 4 (1.09%) Cisco Certification
7 4 (1.09%) Master's Degree
8 3 (0.82%) CCA
8 3 (0.82%) Citrix Certification
8 3 (0.82%) MCP
9 2 (0.54%) AWS Certification
10 1 (0.27%) CHECK Team Member
10 1 (0.27%) PRINCE2 Practitioner
10 1 (0.27%) TOGAF Certification
Quality Assurance & Compliance
1 17 (4.62%) QA
2 10 (2.72%) Data Quality
3 4 (1.09%) ISO/IEC 27001
4 2 (0.54%) SLA
5 1 (0.27%) GDPR
5 1 (0.27%) ISO 9001
5 1 (0.27%) PCI DSS
5 1 (0.27%) PMO
System Software
1 19 (5.16%) Docker
2 11 (2.99%) Active Directory
3 2 (0.54%) HDFS
4 1 (0.27%) Virtual Machines
Systems Management
1 3 (0.82%) Oracle ZFS
2 1 (0.27%) Ansible
2 1 (0.27%) Opscode Chef
2 1 (0.27%) Puppet
2 1 (0.27%) Systems Management Server (SMS)
Vendors
1 213 (57.88%) SAP
2 114 (30.98%) Microsoft
3 64 (17.39%) Oracle
4 58 (15.76%) Tableau
5 19 (5.16%) Cognos
6 18 (4.89%) Atlassian
7 11 (2.99%) Google
7 11 (2.99%) IBM
8 6 (1.63%) NetApp
9 5 (1.36%) Capita
9 5 (1.36%) Informatica
10 3 (0.82%) Cisco
10 3 (0.82%) Twitter
11 2 (0.54%) Apple
11 2 (0.54%) TOWER Software
12 1 (0.27%) Cloudera
12 1 (0.27%) Coverity
12 1 (0.27%) Hortonworks
12 1 (0.27%) Red Hat
12 1 (0.27%) VMware