The table below looks at the statistics for Data Analytics skills in IT jobs advertised for the Bristol region. Included is a guide to the salaries offered in IT jobs that have cited Data Analytics over the 3 months to 31 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 Aug 2016
Same period 2015 Same period 2014
Data Analytics
Rank 107 134 119
Rank change year-on-year
+27 -15
Permanent jobs citing Data Analytics 18 7 1
As % of all permanent IT jobs located in Bristol 1.05% 0.37% 0.056%
As % of the Processes & Methodologies category 1.19% 0.41% 0.064%
Number of salaries quoted 13 7 1
Median salary £40,000 £50,000 £25,000
Median salary % change year-on-year
-20.00% +100.00%
UK excluding London median salary £52,500 £47,500 £45,000
% change year-on-year
+10.52% +5.55%
Data 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
1517 1705 1557
As % of all permanent IT jobs located in Bristol 88.87% 90.21% 87.62%
Number of salaries quoted 1306 1469 1228
Median salary £45,000 £42,500 £42,500
Median salary % change year-on-year
+5.88% -
90% offered a salary of more than £32,500 £30,000 £28,500
10% offered a salary of more than £67,500 £62,500 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Analytics
Jobs Demand Trend in Bristol

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

Data Analytics Jobs Demand Trend in Bristol

Data Analytics
Salary Trend in Bristol

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

Data Analytics Salary Trend in Bristol

Data Analytics
Salary Histogram in Bristol

This chart provides a salary histogram for IT jobs citing Data Analytics across the Bristol region over the 3 months to 31 August 2016.

Data Analytics Salary Histogram in Bristol

Data Analytics
Top 30 Related IT Skills in Bristol

For the 6 months to 31 August 2016, IT jobs citing Data 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 Data Analytics.

1 38 (100.00%) Analytics
2 18 (47.37%) Analytical Skills
3 13 (34.21%) Agile Software Development
4 12 (31.58%) Mathematics
4 12 (31.58%) SQL
4 12 (31.58%) SAS
5 11 (28.95%) JavaScript
6 9 (23.68%) Java
6 9 (23.68%) Computer Science
6 9 (23.68%) Finance
7 8 (21.05%) Oracle
7 8 (21.05%) Apache Spark
7 8 (21.05%) Data Quality
8 7 (18.42%) Mobile App
8 7 (18.42%) Relational Database
8 7 (18.42%) MySQL
8 7 (18.42%) Automated Testing
8 7 (18.42%) Degree
8 7 (18.42%) Visualisation
8 7 (18.42%) MongoDB
8 7 (18.42%) R
9 6 (15.79%) Data Visualisation
9 6 (15.79%) Natural Language Processing
9 6 (15.79%) Artificial Intelligence
9 6 (15.79%) Migration
9 6 (15.79%) C++
9 6 (15.79%) Perl
9 6 (15.79%) OO
9 6 (15.79%) Python
9 6 (15.79%) Business Intelligence

Data 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 (31.58%) SAS
2 8 (21.05%) Apache Spark
3 4 (10.53%) Apache Pig
4 3 (7.89%) PowerExchange
5 1 (2.63%) SharePoint
5 1 (2.63%) SharePoint 2010
Applications
1 6 (15.79%) SPSS
2 1 (2.63%) MS Excel
Cloud Services
1 1 (2.63%) SaaS
Communications & Networking
1 1 (2.63%) DHCP
1 1 (2.63%) DNS
1 1 (2.63%) Ethernet
1 1 (2.63%) FTP
1 1 (2.63%) Internet
1 1 (2.63%) LAN
1 1 (2.63%) SMTP
1 1 (2.63%) TCP/IP
1 1 (2.63%) VPN
1 1 (2.63%) Wireless
Database & Business Intelligence
1 7 (18.42%) MongoDB
1 7 (18.42%) MySQL
1 7 (18.42%) Relational Database
2 6 (15.79%) Big Data
3 5 (13.16%) DB2
3 5 (13.16%) PostgreSQL
3 5 (13.16%) QlikView
3 5 (13.16%) Spotfire
4 4 (10.53%) Apache Cassandra
4 4 (10.53%) Apache Hive
4 4 (10.53%) Hadoop
4 4 (10.53%) HBase
4 4 (10.53%) NoSQL
4 4 (10.53%) SQL Server
4 4 (10.53%) SQLite
5 3 (7.89%) Data Warehouse
5 3 (7.89%) Neo4j
6 2 (5.26%) Data Mining
7 1 (2.63%) BusinessObjects
7 1 (2.63%) GIS
Development Applications
1 2 (5.26%) Git (software)
2 1 (2.63%) Bower
2 1 (2.63%) Grunt
2 1 (2.63%) JIRA
2 1 (2.63%) Protractor
General
1 9 (23.68%) Finance
2 3 (7.89%) Banking
Job Titles
1 13 (34.21%) Analyst
2 10 (26.32%) Developer
3 6 (15.79%) Data Analyst
4 5 (13.16%) Tester
5 4 (10.53%) Senior Developer
6 3 (7.89%) Analytics Manager
6 3 (7.89%) Data Analytics Manager
6 3 (7.89%) Data Manager
6 3 (7.89%) Java Developer
6 3 (7.89%) Software Developer
7 2 (5.26%) Automation Test Analyst
7 2 (5.26%) Data Scientist
7 2 (5.26%) ETL Analyst
7 2 (5.26%) Java Software Developer
7 2 (5.26%) Senior Manager
7 2 (5.26%) SQL Analyst
7 2 (5.26%) SQL Data Analyst
7 2 (5.26%) Systems Analyst
7 2 (5.26%) Test Analyst
8 1 (2.63%) Solutions Architect
Libraries, Frameworks & Software Standards
1 6 (15.79%) Natural Language Processing
2 4 (10.53%) .NET
2 4 (10.53%) AngularJS
2 4 (10.53%) HTML
2 4 (10.53%) HTML5
3 1 (2.63%) CSS
3 1 (2.63%) D3.js
3 1 (2.63%) LESS
3 1 (2.63%) Polymer
3 1 (2.63%) REST
3 1 (2.63%) Spark Streaming
3 1 (2.63%) SVG
3 1 (2.63%) Web Components
Miscellaneous
1 18 (47.37%) Analytical Skills
2 12 (31.58%) Mathematics
3 9 (23.68%) Computer Science
4 7 (18.42%) Mobile App
4 7 (18.42%) Visualisation
5 6 (15.79%) Artificial Intelligence
6 5 (13.16%) Statistics
7 3 (7.89%) PMI
8 2 (5.26%) Neural Network
9 1 (2.63%) Digital TV
9 1 (2.63%) Management Information System
9 1 (2.63%) SWIFT
Operating Systems
1 1 (2.63%) Android
1 1 (2.63%) Apple iOS
1 1 (2.63%) Linux
1 1 (2.63%) Windows
1 1 (2.63%) Windows 7
1 1 (2.63%) Windows Vista
1 1 (2.63%) Windows XP
Processes & Methodologies
1 38 (100.00%) Analytics
2 13 (34.21%) Agile Software Development
3 7 (18.42%) Automated Testing
4 6 (15.79%) Business Intelligence
4 6 (15.79%) Data Visualisation
4 6 (15.79%) Machine Learning
4 6 (15.79%) Migration
4 6 (15.79%) OO
5 5 (13.16%) Data Cleansing
5 5 (13.16%) Data Migration
5 5 (13.16%) ETL
5 5 (13.16%) Functional Programming
5 5 (13.16%) OOP
5 5 (13.16%) Stakeholder Management
6 4 (10.53%) Big Data Analytics
6 4 (10.53%) DevOps
6 4 (10.53%) MapReduce
6 4 (10.53%) Open Source
6 4 (10.53%) Predictive Analytics
6 4 (10.53%) SOA
Programming Languages
1 12 (31.58%) SQL
2 11 (28.95%) JavaScript
3 9 (23.68%) Java
4 7 (18.42%) R
5 6 (15.79%) C++
5 6 (15.79%) Perl
5 6 (15.79%) Python
6 5 (13.16%) C#
6 5 (13.16%) Ruby
7 1 (2.63%) Apple Swift
7 1 (2.63%) Clojure
7 1 (2.63%) Haskell
7 1 (2.63%) Scala
7 1 (2.63%) T-SQL
Qualifications
1 7 (18.42%) Degree
2 5 (13.16%) PhD
3 3 (7.89%) PMI Certification
4 1 (2.63%) CEH
4 1 (2.63%) CISA
4 1 (2.63%) CISM
4 1 (2.63%) CISSP
4 1 (2.63%) GIAC
4 1 (2.63%) SANS
Quality Assurance & Compliance
1 8 (21.05%) Data Quality
2 2 (5.26%) CRD IV
2 2 (5.26%) EMIR
2 2 (5.26%) MiFID
3 1 (2.63%) SEPA
Vendors
1 8 (21.05%) Oracle
2 5 (13.16%) Tableau
3 4 (10.53%) Informatica
4 1 (2.63%) ESRI
4 1 (2.63%) Google
4 1 (2.63%) Microsoft