The table below looks at the statistics for Analytics skills in IT jobs advertised for the Bristol region. Included is a guide to the salaries offered in IT jobs that have cited Analytics over the 3 months to 25 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 May 2016
Same period 2015 Same period 2014
Analytics
Rank 71 118 79
Rank change year-on-year
+47 -39
Permanent jobs citing Analytics 54 15 50
As % of all permanent IT jobs located in Bristol 3.16% 0.77% 2.50%
As % of the Processes & Methodologies category 3.54% 0.90% 2.88%
Number of salaries quoted 44 8 36
Median salary £42,500 £31,750 £31,500
Median salary % change year-on-year
+33.85% +0.79%
90% offered a salary of more than £30,500 £19,850 £23,000
10% offered a salary of more than £53,500 £39,750 £57,500
UK excluding London median salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -
Analytics
South West

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Bristol region.

Processes & Methodologies Category
Bristol
Permanent IT job ads with a match in the
Processes & Methodologies category
1524 1666 1738
As % of all permanent IT jobs located in Bristol 89.28% 85.57% 86.99%
Number of salaries quoted 1343 1449 1397
Median salary £42,500 £42,500 £42,500
90% offered a salary of more than £30,000 £29,000 £30,000
10% offered a salary of more than £65,000 £60,000 £65,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Analytics
Jobs Demand Trend in Bristol

The demand trend of job ads across the Bristol region citing Analytics as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Analytics Jobs Demand Trend in Bristol

Analytics
Salary Trend in Bristol

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Analytics across the Bristol region.

Analytics Salary Trend in Bristol

Analytics
Salary Histogram in Bristol

This chart provides a salary histogram for IT jobs citing Analytics across the Bristol region over the 3 months to 25 May 2016.

Analytics Salary Histogram in Bristol

Analytics
Top 30 Related IT Skills in Bristol

For the 6 months to 25 May 2016, IT jobs citing Analytics 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 Analytics.

1 40 (43.48%) Data Analytics
2 35 (38.04%) SQL
3 28 (30.43%) JavaScript
3 28 (30.43%) Analytical Skills
4 22 (23.91%) Business Intelligence
5 21 (22.83%) Agile Software Development
6 20 (21.74%) HTML
7 19 (20.65%) Degree
7 19 (20.65%) Computer Science
7 19 (20.65%) MongoDB
8 17 (18.48%) AngularJS
8 17 (18.48%) HTML5
8 17 (18.48%) Microsoft
8 17 (18.48%) Finance
9 16 (17.39%) Data Warehouse
9 16 (17.39%) SQL Server
9 16 (17.39%) Mathematics
10 14 (15.22%) NoSQL
11 12 (13.04%) Marketing
11 12 (13.04%) CSS
11 12 (13.04%) SAS
12 11 (11.96%) Python
12 11 (11.96%) .NET
12 11 (11.96%) Web Development
12 11 (11.96%) Ajax
12 11 (11.96%) Git (software)
12 11 (11.96%) Node.js
12 11 (11.96%) Machine Learning
12 11 (11.96%) Grunt
13 10 (10.87%) Relational Database

Analytics
Top Related 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 12 (13.04%) SAS
2 11 (11.96%) Node.js
3 10 (10.87%) Apache Spark
3 10 (10.87%) CMS
4 7 (7.61%) SharePoint
5 4 (4.35%) Apache
5 4 (4.35%) Apache Pig
5 4 (4.35%) Apache Solr
6 2 (2.17%) Liferay
6 2 (2.17%) PowerExchange
6 2 (2.17%) SharePoint 2010
6 2 (2.17%) SharePoint 2013
Applications
1 8 (8.70%) MS Excel
2 6 (6.52%) MS Office
3 5 (5.43%) MS PowerPoint
3 5 (5.43%) MS Visio
3 5 (5.43%) SPSS
Business Applications
1 2 (2.17%) SAP Oil and Gas
2 1 (1.09%) WebTrends
Cloud Services
1 5 (5.43%) Microsoft Azure
2 4 (4.35%) Google Analytics
3 3 (3.26%) Office 365
3 3 (3.26%) SaaS
4 1 (1.09%) AdWords
4 1 (1.09%) Amazon AWS
4 1 (1.09%) Google Drive
Communications & Networking
1 3 (3.26%) DNS
1 3 (3.26%) FTP
1 3 (3.26%) HTTP
2 2 (2.17%) Firewall
2 2 (2.17%) Internet
3 1 (1.09%) Intrusion Detection
3 1 (1.09%) Network Security
3 1 (1.09%) TCP/IP
Database & Business Intelligence
1 19 (20.65%) MongoDB
2 16 (17.39%) Data Warehouse
2 16 (17.39%) SQL Server
3 14 (15.22%) NoSQL
4 10 (10.87%) Big Data
4 10 (10.87%) Relational Database
4 10 (10.87%) SQL Server Integration Services
5 9 (9.78%) MySQL
5 9 (9.78%) SQL Server Reporting Services
6 7 (7.61%) Hadoop
7 4 (4.35%) Apache Cassandra
7 4 (4.35%) Apache Hive
7 4 (4.35%) Data Mining
7 4 (4.35%) HBase
7 4 (4.35%) PostgreSQL
7 4 (4.35%) SQL Server 2008
7 4 (4.35%) SQL Server 2016
7 4 (4.35%) SQLite
8 3 (3.26%) Crystal Reports
8 3 (3.26%) Neo4j
Development Applications
1 11 (11.96%) Git (software)
1 11 (11.96%) Grunt
2 10 (10.87%) gulp
3 4 (4.35%) Maven
4 1 (1.09%) Ant
4 1 (1.09%) Bower
4 1 (1.09%) JMeter
4 1 (1.09%) ProC
4 1 (1.09%) Protractor
4 1 (1.09%) Selenium
4 1 (1.09%) TestComplete
General
1 17 (18.48%) Finance
2 12 (13.04%) Marketing
3 10 (10.87%) Banking
3 10 (10.87%) Games
4 9 (9.78%) Retail
5 3 (3.26%) Publishing
6 2 (2.17%) Electronics
6 2 (2.17%) Manufacturing
6 2 (2.17%) Telecoms
7 1 (1.09%) Legal
7 1 (1.09%) Military
7 1 (1.09%) Retail Banking
Job Titles
1 30 (32.61%) Developer
2 25 (27.17%) Analyst
3 9 (9.78%) Business Analyst
3 9 (9.78%) JavaScript Developer
4 8 (8.70%) Data Analyst
5 6 (6.52%) Assistant Business Analyst
5 6 (6.52%) Data Business Analyst
5 6 (6.52%) Data Scientist
5 6 (6.52%) Security Manager
6 5 (5.43%) Senior Developer
6 5 (5.43%) SQL Developer
7 4 (4.35%) ETL Developer
7 4 (4.35%) Software Engineer
7 4 (4.35%) SQL Analyst
7 4 (4.35%) SQL Data Analyst
7 4 (4.35%) SQL Server Developer
7 4 (4.35%) SSIS Developer
7 4 (4.35%) UI Developer
8 3 (3.26%) Cybersecurity Engineer
8 3 (3.26%) Full Stack Developer
Libraries, Frameworks & Software Standards
1 20 (21.74%) HTML
2 17 (18.48%) AngularJS
2 17 (18.48%) HTML5
3 12 (13.04%) CSS
4 11 (11.96%) .NET
4 11 (11.96%) Ajax
5 9 (9.78%) Natural Language Processing
6 6 (6.52%) Twitter Bootstrap
7 4 (4.35%) Backbone.js
8 3 (3.26%) Hibernate
8 3 (3.26%) MEAN Stack
8 3 (3.26%) Polymer
8 3 (3.26%) Spring
8 3 (3.26%) Web Services
9 2 (2.17%) D3.js
9 2 (2.17%) Middleware
9 2 (2.17%) REST
10 1 (1.09%) Express
10 1 (1.09%) LESS
10 1 (1.09%) SignalR
Miscellaneous
1 28 (30.43%) Analytical Skills
2 19 (20.65%) Computer Science
3 16 (17.39%) Mathematics
4 10 (10.87%) Statistics
5 9 (9.78%) Visualisation
6 6 (6.52%) Algorithms
6 6 (6.52%) Artificial Intelligence
7 5 (5.43%) Data Structures
8 4 (4.35%) Mobile App
9 3 (3.26%) Physics
9 3 (3.26%) Social Network
10 2 (2.17%) Credit Risk
10 2 (2.17%) Neural Network
10 2 (2.17%) Social Media
11 1 (1.09%) e-Health
11 1 (1.09%) Health Informatics
11 1 (1.09%) Online Banking
11 1 (1.09%) PACS
11 1 (1.09%) SWIFT
11 1 (1.09%) User Experience
Operating Systems
1 10 (10.87%) Windows
2 5 (5.43%) Windows Server
3 4 (4.35%) Android
3 4 (4.35%) Apple iOS
3 4 (4.35%) Linux
4 3 (3.26%) Red Hat Enterprise Linux
5 2 (2.17%) CentOS
5 2 (2.17%) Windows 2000
5 2 (2.17%) Windows Server 2003
5 2 (2.17%) Windows Server 2008
6 1 (1.09%) Unix
Processes & Methodologies
1 40 (43.48%) Data Analytics
2 22 (23.91%) Business Intelligence
3 21 (22.83%) Agile Software Development
4 11 (11.96%) Machine Learning
4 11 (11.96%) Web Development
5 10 (10.87%) Continuous Improvement
5 10 (10.87%) Data Governance
5 10 (10.87%) Responsive Web Design
6 8 (8.70%) Customer Insight
6 8 (8.70%) Data Security
6 8 (8.70%) Direct Marketing
7 7 (7.61%) Data Visualisation
7 7 (7.61%) Migration
7 7 (7.61%) Software Engineering
7 7 (7.61%) Stakeholder Management
8 6 (6.52%) Data Analysis
8 6 (6.52%) ETL
8 6 (6.52%) Mentoring
8 6 (6.52%) Web Analytics
8 6 (6.52%) Workflow
Programming Languages
1 35 (38.04%) SQL
2 28 (30.43%) JavaScript
3 11 (11.96%) Python
4 10 (10.87%) Java
5 9 (9.78%) R
6 6 (6.52%) C#
6 6 (6.52%) C++
7 5 (5.43%) Perl
7 5 (5.43%) PHP
7 5 (5.43%) Ruby
8 2 (2.17%) PL/SQL
8 2 (2.17%) Shell Script
8 2 (2.17%) VBA
9 1 (1.09%) PowerShell
9 1 (1.09%) Scala
9 1 (1.09%) T-SQL
9 1 (1.09%) TypeScript
Qualifications
1 19 (20.65%) Degree
2 8 (8.70%) PhD
3 4 (4.35%) Security Cleared
4 3 (3.26%) SC Cleared
5 1 (1.09%) CISA
5 1 (1.09%) CISSP
5 1 (1.09%) GCIA
5 1 (1.09%) GSEC
5 1 (1.09%) SANS
Quality Assurance & Compliance
1 5 (5.43%) Data Quality
2 3 (3.26%) GPG13
3 2 (2.17%) CRD IV
3 2 (2.17%) EMIR
3 2 (2.17%) MiFID
4 1 (1.09%) HL7
4 1 (1.09%) SEPA
System Software
1 3 (3.26%) VMware Infrastructure
2 1 (1.09%) Snort
Systems Management
1 4 (4.35%) QRadar
1 4 (4.35%) RSA Security Analytics
2 3 (3.26%) RSA Archer
3 2 (2.17%) Host Intrusion Detection System
4 1 (1.09%) Ansible
4 1 (1.09%) ArcSight ESM
4 1 (1.09%) Network Intrusion Detection System
4 1 (1.09%) Opscode Chef
4 1 (1.09%) Puppet
4 1 (1.09%) RSA enVision
4 1 (1.09%) Symantec Endpoint Protection
Vendors
1 17 (18.48%) Microsoft
2 10 (10.87%) Oracle
3 7 (7.61%) Google
4 4 (4.35%) ArcSight
4 4 (4.35%) Informatica
5 3 (3.26%) AlienVault
5 3 (3.26%) HP
5 3 (3.26%) Intel Security
5 3 (3.26%) LogRhythm
5 3 (3.26%) Omniture
5 3 (3.26%) Red Hat
5 3 (3.26%) SolarWinds
5 3 (3.26%) Splunk
5 3 (3.26%) Tableau
5 3 (3.26%) VMware
6 2 (2.17%) SAP
7 1 (1.09%) IBM
7 1 (1.09%) Symantec
7 1 (1.09%) Teradata
7 1 (1.09%) Trend Micro
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