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 9 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
9 Dec 2016
Same period 2015 Same period 2014
Data Analytics
Rank 102 118 129
Rank change year-on-year
+16 +11
Permanent jobs citing Data Analytics 18 19 6
As % of all permanent IT jobs located in Bristol 1.16% 1.01% 0.30%
As % of the Processes & Methodologies category 1.26% 1.11% 0.35%
Number of salaries quoted 14 16 2
Median salary £50,000 £40,000 £41,500
Median salary % change year-on-year
+25.00% -3.61%
90% offered a salary of more than £45,000 £35,000 £36,300
10% offered a salary of more than £62,750 £51,250 £46,700
UK excluding London median salary £50,000 £51,459 £47,500
% change year-on-year
-2.83% +8.33%
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
1431 1706 1729
As % of all permanent IT jobs located in Bristol 92.26% 90.55% 85.64%
Number of salaries quoted 1162 1490 1387
Median salary £47,500 £45,000 £42,500
Median salary % change year-on-year
+5.55% +5.88%
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £72,500 £70,000 £67,500
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 9 December 2016.

Data Analytics Salary Histogram in Bristol

Data Analytics
Top 30 Related IT Skills in Bristol

For the 6 months to 9 December 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 34 (100.00%) Analytics
2 9 (26.47%) SAS
2 9 (26.47%) Big Data
2 9 (26.47%) Analytical Skills
3 8 (23.53%) Agile Software Development
4 7 (20.59%) Java
4 7 (20.59%) Finance
4 7 (20.59%) Apache Spark
4 7 (20.59%) Big Data Analytics
5 6 (17.65%) Mobile App
5 6 (17.65%) Cybersecurity
5 6 (17.65%) Data Engineering
5 6 (17.65%) Automated Testing
5 6 (17.65%) Visualisation
6 5 (14.71%) Data Visualisation
6 5 (14.71%) MongoDB
6 5 (14.71%) Tableau
6 5 (14.71%) Artificial Intelligence
6 5 (14.71%) Scala
6 5 (14.71%) Software Engineering
6 5 (14.71%) JavaScript
6 5 (14.71%) SQL
6 5 (14.71%) OOP
6 5 (14.71%) React
6 5 (14.71%) Spark Streaming
6 5 (14.71%) Deep Learning
6 5 (14.71%) Functional Programming
7 4 (11.76%) Docker
7 4 (11.76%) Microservices
7 4 (11.76%) Data Quality

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 9 (26.47%) SAS
2 7 (20.59%) Apache Spark
3 2 (5.88%) Apache
3 2 (5.88%) Apache Pig
4 1 (2.94%) SharePoint
4 1 (2.94%) SharePoint 2010
Applications
1 3 (8.82%) SPSS
Communications & Networking
1 1 (2.94%) DHCP
1 1 (2.94%) DNS
1 1 (2.94%) Ethernet
1 1 (2.94%) Firewall
1 1 (2.94%) FTP
1 1 (2.94%) Internet
1 1 (2.94%) LAN
1 1 (2.94%) SMTP
1 1 (2.94%) TCP/IP
1 1 (2.94%) VPN
1 1 (2.94%) Wireless
Database & Business Intelligence
1 9 (26.47%) Big Data
2 5 (14.71%) MongoDB
3 3 (8.82%) QlikView
3 3 (8.82%) Spotfire
4 2 (5.88%) Apache Hive
4 2 (5.88%) Hadoop
4 2 (5.88%) Relational Database
5 1 (2.94%) Amazon Redshift
5 1 (2.94%) Data Mining
5 1 (2.94%) Data Warehouse
5 1 (2.94%) DB2
5 1 (2.94%) GIS
5 1 (2.94%) MySQL
5 1 (2.94%) PostgreSQL
5 1 (2.94%) SQL Server
Development Applications
1 1 (2.94%) Git (software)
1 1 (2.94%) JIRA
General
1 7 (20.59%) Finance
2 3 (8.82%) Banking
3 1 (2.94%) Marketing
3 1 (2.94%) Telecoms
Job Titles
1 10 (29.41%) Analyst
2 6 (17.65%) Data Engineer
2 6 (17.65%) Tester
3 5 (14.71%) Data Analyst
3 5 (14.71%) Developer
4 4 (11.76%) Data Manager
5 3 (8.82%) Analytics Manager
5 3 (8.82%) Data Analytics Manager
5 3 (8.82%) Java Developer
6 2 (5.88%) Data Insight Analyst
6 2 (5.88%) Full Stack Developer
6 2 (5.88%) Insight Analyst
6 2 (5.88%) Insight Data Analyst
6 2 (5.88%) Senior Manager
6 2 (5.88%) Software Engineer
6 2 (5.88%) SQL Analyst
6 2 (5.88%) SQL Data Analyst
7 1 (2.94%) Consultant
7 1 (2.94%) IT Manager
7 1 (2.94%) Programmer
Libraries, Frameworks & Software Standards
1 5 (14.71%) React
1 5 (14.71%) Spark Streaming
2 4 (11.76%) Node.js
3 3 (8.82%) J2EE
3 3 (8.82%) Java EE
4 1 (2.94%) AngularJS
4 1 (2.94%) DAO
Miscellaneous
1 9 (26.47%) Analytical Skills
2 6 (17.65%) Mobile App
2 6 (17.65%) Visualisation
3 5 (14.71%) Artificial Intelligence
4 3 (8.82%) PMI
5 2 (5.88%) Mathematics
6 1 (2.94%) Computer Science
6 1 (2.94%) Digital TV
6 1 (2.94%) Enterprise Software
6 1 (2.94%) Management Information System
6 1 (2.94%) Neural Network
6 1 (2.94%) Reference Data
6 1 (2.94%) Social Media
6 1 (2.94%) Statistics
6 1 (2.94%) User Experience
Operating Systems
1 1 (2.94%) Android
1 1 (2.94%) Apple iOS
1 1 (2.94%) Linux
1 1 (2.94%) Windows
1 1 (2.94%) Windows 7
1 1 (2.94%) Windows Vista
1 1 (2.94%) Windows XP
Processes & Methodologies
1 34 (100.00%) Analytics
2 8 (23.53%) Agile Software Development
3 7 (20.59%) Big Data Analytics
4 6 (17.65%) Automated Testing
4 6 (17.65%) Cybersecurity
4 6 (17.65%) Data Engineering
5 5 (14.71%) Data Visualisation
5 5 (14.71%) Deep Learning
5 5 (14.71%) Functional Programming
5 5 (14.71%) OOP
5 5 (14.71%) Software Engineering
6 4 (11.76%) Continuous Integration
6 4 (11.76%) Microservices
6 4 (11.76%) Stakeholder Management
7 3 (8.82%) Data Cleansing
7 3 (8.82%) Data Modelling
7 3 (8.82%) Risk Management
8 2 (5.88%) Data Migration
8 2 (5.88%) Migration
8 2 (5.88%) OO
Programming Languages
1 7 (20.59%) Java
2 5 (14.71%) JavaScript
2 5 (14.71%) Scala
2 5 (14.71%) SQL
3 4 (11.76%) Haskell
3 4 (11.76%) Perl
4 3 (8.82%) Clojure
4 3 (8.82%) Python
5 2 (5.88%) Erlang
5 2 (5.88%) Ruby
6 1 (2.94%) Apple Swift
6 1 (2.94%) C++
6 1 (2.94%) Lisp
Qualifications
1 3 (8.82%) PMI Certification
2 2 (5.88%) Degree
3 1 (2.94%) CEH
3 1 (2.94%) CISA
3 1 (2.94%) CISM
3 1 (2.94%) CISSP
3 1 (2.94%) GIAC
3 1 (2.94%) PhD
3 1 (2.94%) SANS
Quality Assurance & Compliance
1 4 (11.76%) Data Quality
System Software
1 4 (11.76%) Docker
Systems Management
1 1 (2.94%) QRadar
Vendors
1 5 (14.71%) Tableau
2 2 (5.88%) Oracle
3 1 (2.94%) ESRI
3 1 (2.94%) Google
3 1 (2.94%) Informatica
3 1 (2.94%) Microsoft
3 1 (2.94%) Splunk
3 1 (2.94%) Teradata
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