The table below looks at the statistics for Data Analytics skills in IT jobs advertised for the South West region. Included is a guide to the salaries offered in IT jobs that have cited Data Analytics over the 3 months to 24 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 May 2016
Same period 2015 Same period 2014
Data Analytics
Rank 145 219 210
Rank change year-on-year
+74 -9
Permanent jobs citing Data Analytics 93 24 25
As % of all permanent IT jobs located in the South West 1.75% 0.42% 0.42%
As % of the Processes & Methodologies category 2.01% 0.49% 0.49%
Number of salaries quoted 69 12 20
Median salary £52,500 £40,000 £42,500
Median salary % change year-on-year
+31.25% -5.88%
90% offered a salary of more than £38,500 £29,000 £37,250
10% offered a salary of more than £96,000 £54,250 £66,100
UK excluding London median salary £51,459 £45,000 £46,000
% change year-on-year
+14.35% -2.17%
Data Analytics
England

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

Processes & Methodologies Category
South West
Permanent IT job ads with a match in the
Processes & Methodologies category
4633 4947 5112
As % of all permanent IT jobs located in the South West 87.30% 85.66% 85.74%
Number of salaries quoted 3873 4104 4256
Median salary £42,500 £40,000 £41,500
Median salary % change year-on-year
+6.25% -3.61%
90% offered a salary of more than £30,000 £27,500 £27,500
10% offered a salary of more than £65,000 £60,000 £62,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Analytics
Jobs Demand Trend in the South West

The demand trend of job ads across the South West 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 the South West

Data Analytics
Salary Trend in the South West

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

Data Analytics Salary Trend in the South West

Data Analytics
Salary Histogram in the South West

This chart provides a salary histogram for IT jobs citing Data Analytics across the South West region over the 3 months to 24 May 2016.

Data Analytics Salary Histogram in the South West

Data Analytics
Job Locations in the South West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analytics within the South West region over the 3 months to 24 May 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Gloucestershire +27 41 £54,000 +2.85% 4
Bristol +23 21 £42,500 +6.25% 3
Devon +20 20 £90,000 +210.34% 1
Wiltshire - 10 £38,500 -
Somerset -6 1 £57,500 +21.05%
Data Analytics
England

Data Analytics
Top 30 Related IT Skills in the South West

For the 6 months to 24 May 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 South West region with a requirement for Data Analytics.

1 159 (100.00%) Analytics
2 81 (50.94%) Java
3 68 (42.77%) SQL
4 64 (40.25%) Big Data
5 58 (36.48%) Python
6 55 (34.59%) C++
7 50 (31.45%) Degree
7 50 (31.45%) Security Cleared
8 48 (30.19%) Agile Software Development
9 47 (29.56%) JavaScript
10 46 (28.93%) Machine Learning
11 43 (27.04%) MongoDB
11 43 (27.04%) Finance
11 43 (27.04%) Analytical Skills
12 41 (25.79%) Hadoop
13 40 (25.16%) Computer Science
14 39 (24.53%) PhD
15 37 (23.27%) R
16 36 (22.64%) Data Analysis
16 36 (22.64%) Cybersecurity
17 35 (22.01%) DV Cleared
17 35 (22.01%) Visualisation
18 34 (21.38%) NoSQL
18 34 (21.38%) OO
19 33 (20.75%) XML
19 33 (20.75%) Apache Spark
20 32 (20.13%) Software Engineering
21 31 (19.50%) Android
21 31 (19.50%) Apple iOS
21 31 (19.50%) ETL

Data Analytics
Top Related IT Skills in the South West 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 33 (20.75%) Apache Spark
2 29 (18.24%) SAS
3 23 (14.47%) Apache Pig
4 17 (10.69%) Node.js
5 10 (6.29%) CMS
6 6 (3.77%) Elasticsearch
7 3 (1.89%) SharePoint
8 2 (1.26%) Apache
8 2 (1.26%) PowerExchange
8 2 (1.26%) SharePoint 2010
8 2 (1.26%) SharePoint 2013
Applications
1 10 (6.29%) SPSS
2 4 (2.52%) MS Office
3 3 (1.89%) MS Visio
4 1 (0.63%) MS Excel
Business Applications
1 3 (1.89%) SAP Oil and Gas
2 1 (0.63%) FastStats
Cloud Services
1 8 (5.03%) SaaS
2 2 (1.26%) GitHub
Communications & Networking
1 6 (3.77%) Internet
2 2 (1.26%) HTTPS
Database & Business Intelligence
1 64 (40.25%) Big Data
2 43 (27.04%) MongoDB
3 41 (25.79%) Hadoop
4 34 (21.38%) NoSQL
5 29 (18.24%) Apache Hive
6 27 (16.98%) MySQL
7 21 (13.21%) SQL Server
8 19 (11.95%) Data Mining
9 17 (10.69%) Relational Database
10 16 (10.06%) Neo4j
10 16 (10.06%) QlikView
11 14 (8.81%) Amazon Redshift
11 14 (8.81%) Parquet
12 13 (8.18%) Impala
13 9 (5.66%) Apache Cassandra
13 9 (5.66%) SQL Server Reporting Services
14 6 (3.77%) RDBMS
14 6 (3.77%) SQL Server Integration Services
15 5 (3.14%) Data Warehouse
16 4 (2.52%) PostgreSQL
Development Applications
1 13 (8.18%) Git (software)
2 11 (6.92%) Grunt
3 10 (6.29%) gulp
4 8 (5.03%) JUnit
5 2 (1.26%) Visual Studio
6 1 (0.63%) Bower
6 1 (0.63%) JMeter
6 1 (0.63%) ProC
6 1 (0.63%) Protractor
6 1 (0.63%) Selenium
6 1 (0.63%) TestComplete
General
1 43 (27.04%) Finance
2 10 (6.29%) Games
3 9 (5.66%) Telecoms
4 8 (5.03%) Manufacturing
5 6 (3.77%) Banking
5 6 (3.77%) Investment Banking
6 5 (3.14%) Marketing
7 3 (1.89%) Electronics
7 3 (1.89%) Publishing
8 1 (0.63%) Financial Institution
8 1 (0.63%) Legal
Job Titles
1 55 (34.59%) Developer
2 38 (23.90%) Analyst
3 31 (19.50%) Data Analyst
4 27 (16.98%) Test Engineer
5 24 (15.09%) Data Scientist
6 22 (13.84%) Software Test Engineer
7 15 (9.43%) SQL Analyst
7 15 (9.43%) SQL Data Analyst
8 13 (8.18%) Analyst Developer
9 11 (6.92%) Chief Technology Officer
9 11 (6.92%) ETL Analyst
10 9 (5.66%) JavaScript Developer
11 8 (5.03%) Java Developer
11 8 (5.03%) Senior Developer
11 8 (5.03%) Software Developer
12 7 (4.40%) Developer Analyst
12 7 (4.40%) UI Developer
13 6 (3.77%) Agile Developer
13 6 (3.77%) ArcSight Specialist
13 6 (3.77%) Technical Specialist
Libraries, Frameworks & Software Standards
1 33 (20.75%) XML
2 28 (17.61%) HTML
2 28 (17.61%) HTML5
3 27 (16.98%) AngularJS
3 27 (16.98%) J2EE
4 25 (15.72%) CSS
5 14 (8.81%) JSON
6 13 (8.18%) Spark Streaming
7 12 (7.55%) CSS3
8 11 (6.92%) ODBC
9 10 (6.29%) Ajax
10 9 (5.66%) .NET
10 9 (5.66%) jQuery
11 8 (5.03%) Apache Camel
11 8 (5.03%) Hibernate
11 8 (5.03%) Spring
12 6 (3.77%) Middleware
12 6 (3.77%) Natural Language Processing
12 6 (3.77%) React
12 6 (3.77%) Twitter Bootstrap
Miscellaneous
1 43 (27.04%) Analytical Skills
2 40 (25.16%) Computer Science
3 35 (22.01%) Visualisation
4 19 (11.95%) Mathematics
5 18 (11.32%) Management Information System
6 17 (10.69%) Artificial Intelligence
7 9 (5.66%) Cyberthreat
8 7 (4.40%) Data Integration
8 7 (4.40%) Statistics
8 7 (4.40%) User Experience
9 6 (3.77%) Cybercrime
9 6 (3.77%) PKI
9 6 (3.77%) Security Operations Centre
10 5 (3.14%) Mobile App
11 2 (1.26%) Algorithms
11 2 (1.26%) Internet of Things
11 2 (1.26%) Neural Network
11 2 (1.26%) Smartphone
12 1 (0.63%) Reference Data
12 1 (0.63%) SWIFT
Operating Systems
1 31 (19.50%) Android
1 31 (19.50%) Apple iOS
2 24 (15.09%) Windows
3 21 (13.21%) Unix
4 15 (9.43%) Linux
5 5 (3.14%) Windows Server
6 1 (0.63%) Mac OS X
6 1 (0.63%) Ubuntu
Processes & Methodologies
1 159 (100.00%) Analytics
2 48 (30.19%) Agile Software Development
3 46 (28.93%) Machine Learning
4 36 (22.64%) Cybersecurity
4 36 (22.64%) Data Analysis
5 34 (21.38%) OO
6 32 (20.13%) Software Engineering
7 31 (19.50%) ETL
8 28 (17.61%) Data Visualisation
9 26 (16.35%) Big Data Analytics
10 24 (15.09%) Business Intelligence
11 23 (14.47%) Data Management
11 23 (14.47%) MapReduce
12 19 (11.95%) Open Source
13 17 (10.69%) OpenUP
13 17 (10.69%) Statistical Modelling
14 14 (8.81%) System Testing
15 13 (8.18%) Data Acquisition
15 13 (8.18%) RDF
16 12 (7.55%) Mentoring
Programming Languages
1 81 (50.94%) Java
2 68 (42.77%) SQL
3 58 (36.48%) Python
4 55 (34.59%) C++
5 47 (29.56%) JavaScript
6 37 (23.27%) R
7 26 (16.35%) Scala
8 24 (15.09%) Perl
9 16 (10.06%) C
9 16 (10.06%) VB
10 12 (7.55%) MATLAB
10 12 (7.55%) Ruby
11 8 (5.03%) C#
12 5 (3.14%) PHP
13 3 (1.89%) Erlang
14 2 (1.26%) SAS Macro
15 1 (0.63%) T-SQL
Qualifications
1 50 (31.45%) Degree
1 50 (31.45%) Security Cleared
2 39 (24.53%) PhD
3 35 (22.01%) DV Cleared
4 13 (8.18%) SC Cleared
Quality Assurance & Compliance
1 5 (3.14%) Data Quality
2 2 (1.26%) CRD IV
2 2 (1.26%) EMIR
2 2 (1.26%) MiFID
3 1 (0.63%) SEPA
System Software
1 6 (3.77%) Hyper-V
1 6 (3.77%) VMware Infrastructure
Vendors
1 24 (15.09%) Oracle
2 18 (11.32%) Microsoft
3 16 (10.06%) Tableau
4 13 (8.18%) TIBCO
5 6 (3.77%) ArcSight
5 6 (3.77%) Blue Coat
5 6 (3.77%) Cisco
5 6 (3.77%) FireEye
5 6 (3.77%) Forcepoint
5 6 (3.77%) Hortonworks
5 6 (3.77%) HP
5 6 (3.77%) Juniper
5 6 (3.77%) Palo Alto
5 6 (3.77%) VMware
6 3 (1.89%) SAP
7 2 (1.26%) Cloudera
7 2 (1.26%) i2
7 2 (1.26%) Informatica
8 1 (0.63%) Cognos
8 1 (0.63%) IBM
Exeter, Devon
Provide Consulting Ltd
Posted: 10 hours ago
Bristol, Avon
Oliver James Associates
Salary: £42500 - £47500 per annum + bonus & pension
Posted: 21 hours ago
Bristol, Avon
Opus Recruitment Solutions Ltd
Salary: £22k-£35k (Negotiable) Basic + Uncapped OTE +Excellent benefits
Posted: 5 days ago
Gloucester, Gloucestershire
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: 6 days ago
Gloucester, Gloucestershire
Raytheon
Posted: 6 days ago
Bristol, Avon
Resourcing People Ltd.
Salary: Excellent benefits; inc share scheme.
Posted: 6 days ago
Gloucestershire
People Source Consulting
Salary: £45000 - £60000 per annum
Posted: 11 days ago
Gloucester, Gloucestershire
CGI
Salary: £28000 - £50000 per annum + benefits
Posted: 13 days ago