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 27 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Jun 2016
Same period 2015 Same period 2014
Data Analytics
Rank 145 223 218
Rank change year-on-year
+78 -5
Permanent jobs citing Data Analytics 89 24 25
As % of all permanent IT jobs located in the South West 1.70% 0.40% 0.40%
As % of the Processes & Methodologies category 1.95% 0.47% 0.47%
Number of salaries quoted 69 15 23
Median salary £50,000 £42,500 £42,500
Median salary % change year-on-year
+17.64% -
90% offered a salary of more than £38,500 £29,000 £31,000
10% offered a salary of more than £90,000 £47,500 £65,000
UK excluding London median salary £54,000 £45,000 £43,500
% change year-on-year
+20.00% +3.44%
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
4575 5080 5279
As % of all permanent IT jobs located in the South West 87.53% 85.32% 85.52%
Number of salaries quoted 3835 4248 4299
Median salary £42,500 £40,000 £42,000
Median salary % change year-on-year
+6.25% -4.76%
90% offered a salary of more than £30,000 £27,500 £27,500
10% offered a salary of more than £65,000 £60,000 £60,000
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 27 June 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 27 June 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 +24 31 £54,000 -10.00% 4
Devon +19 25 £80,000 +175.86%
Bristol +34 23 £43,750 - 3
Wiltshire - 8 £38,500 -
Somerset -10 2 £42,500 -10.52%
Data Analytics
England

Data Analytics
Top 30 Related IT Skills in the South West

For the 6 months to 27 June 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.

1 154 (100.00%) Analytics
2 84 (54.55%) Java
3 68 (44.16%) SQL
3 68 (44.16%) Big Data
4 67 (43.51%) Python
5 60 (38.96%) C++
6 57 (37.01%) Analytical Skills
7 56 (36.36%) Machine Learning
8 55 (35.71%) Finance
9 53 (34.42%) Hadoop
10 48 (31.17%) R
11 47 (30.52%) Computer Science
12 46 (29.87%) Degree
13 44 (28.57%) PhD
13 44 (28.57%) Data Analysis
13 44 (28.57%) MongoDB
13 44 (28.57%) Apache Spark
14 43 (27.92%) Security Cleared
15 40 (25.97%) Apache Hive
15 40 (25.97%) SAS
15 40 (25.97%) JavaScript
16 37 (24.03%) Visualisation
16 37 (24.03%) Scala
17 35 (22.73%) Agile Software Development
18 34 (22.08%) ETL
19 33 (21.43%) DV Cleared
20 32 (20.78%) Oracle
21 31 (20.13%) MySQL
21 31 (20.13%) Cybersecurity
22 30 (19.48%) XML

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 44 (28.57%) Apache Spark
2 40 (25.97%) SAS
3 29 (18.83%) Apache Pig
4 8 (5.19%) Elasticsearch
5 3 (1.95%) CMS
5 3 (1.95%) PowerExchange
5 3 (1.95%) SharePoint
6 2 (1.30%) Apache
6 2 (1.30%) SharePoint 2010
6 2 (1.30%) SharePoint 2013
7 1 (0.65%) JBoss
7 1 (0.65%) Tomcat
Applications
1 16 (10.39%) SPSS
2 4 (2.60%) MS Office
3 3 (1.95%) MS Visio
4 2 (1.30%) MS Excel
5 1 (0.65%) Spreadsheet
Business Applications
1 4 (2.60%) SAP Oil and Gas
2 1 (0.65%) FastStats
Cloud Services
1 5 (3.25%) SaaS
2 2 (1.30%) GitHub
Communications & Networking
1 7 (4.55%) Internet
2 2 (1.30%) HTTPS
Database & Business Intelligence
1 68 (44.16%) Big Data
2 53 (34.42%) Hadoop
3 44 (28.57%) MongoDB
4 40 (25.97%) Apache Hive
5 31 (20.13%) MySQL
6 29 (18.83%) NoSQL
7 21 (13.64%) QlikView
8 19 (12.34%) SQL Server
9 18 (11.69%) Data Mining
9 18 (11.69%) Neo4j
9 18 (11.69%) Relational Database
10 16 (10.39%) Amazon Redshift
10 16 (10.39%) Parquet
11 15 (9.74%) Impala
12 14 (9.09%) Apache Cassandra
13 8 (5.19%) RDBMS
14 7 (4.55%) SQL Server Reporting Services
15 6 (3.90%) Data Warehouse
16 5 (3.25%) DB2
17 4 (2.60%) PostgreSQL
Development Applications
1 7 (4.55%) Git (software)
2 4 (2.60%) Grunt
2 4 (2.60%) JUnit
3 3 (1.95%) gulp
4 2 (1.30%) Visual Studio
5 1 (0.65%) Bower
5 1 (0.65%) Hudson
5 1 (0.65%) Jenkins
5 1 (0.65%) JIRA
5 1 (0.65%) ProC
5 1 (0.65%) Protractor
General
1 55 (35.71%) Finance
2 9 (5.84%) Telecoms
3 8 (5.19%) Manufacturing
4 6 (3.90%) Marketing
5 4 (2.60%) Banking
5 4 (2.60%) Electronics
6 3 (1.95%) Games
6 3 (1.95%) Publishing
7 2 (1.30%) Investment Banking
8 1 (0.65%) Legal
Job Titles
1 45 (29.22%) Analyst
1 45 (29.22%) Developer
2 35 (22.73%) Data Analyst
3 30 (19.48%) Data Scientist
4 21 (13.64%) Test Engineer
5 20 (12.99%) Software Test Engineer
6 15 (9.74%) Analyst Developer
7 14 (9.09%) SQL Analyst
7 14 (9.09%) SQL Data Analyst
8 11 (7.14%) Chief Technology Officer
8 11 (7.14%) ETL Analyst
9 9 (5.84%) Developer Analyst
9 9 (5.84%) Software Developer
10 8 (5.19%) Java Developer
10 8 (5.19%) Senior Developer
11 6 (3.90%) ArcSight Specialist
11 6 (3.90%) Technical Specialist
12 4 (2.60%) JavaScript Developer
13 3 (1.95%) Data Analytics Manager
13 3 (1.95%) UI Developer
Libraries, Frameworks & Software Standards
1 30 (19.48%) XML
2 22 (14.29%) J2EE
3 20 (12.99%) HTML
4 19 (12.34%) HTML5
5 17 (11.04%) AngularJS
5 17 (11.04%) JSON
6 16 (10.39%) CSS
7 15 (9.74%) Spark Streaming
8 12 (7.79%) Node.js
9 11 (7.14%) Hibernate
9 11 (7.14%) Spring
10 10 (6.49%) Apache Camel
10 10 (6.49%) CSS3
11 9 (5.84%) ODBC
12 8 (5.19%) jQuery
12 8 (5.19%) Middleware
13 7 (4.55%) .NET
14 6 (3.90%) Natural Language Processing
15 5 (3.25%) Java EE
15 5 (3.25%) REST
Miscellaneous
1 57 (37.01%) Analytical Skills
2 47 (30.52%) Computer Science
3 37 (24.03%) Visualisation
4 17 (11.04%) Artificial Intelligence
5 16 (10.39%) Mathematics
6 13 (8.44%) Management Information System
7 9 (5.84%) Cyberthreat
8 8 (5.19%) PKI
8 8 (5.19%) Statistics
9 7 (4.55%) Data Integration
10 6 (3.90%) Cybercrime
10 6 (3.90%) Security Operations Centre
11 4 (2.60%) Mobile App
11 4 (2.60%) User Experience
12 3 (1.95%) Internet of Things
13 2 (1.30%) Neural Network
13 2 (1.30%) PMI
14 1 (0.65%) Reference Data
14 1 (0.65%) Smartphone
14 1 (0.65%) SWIFT
Operating Systems
1 24 (15.58%) Android
1 24 (15.58%) Apple iOS
2 20 (12.99%) Windows
3 17 (11.04%) Unix
4 16 (10.39%) Linux
5 3 (1.95%) Windows Server
6 1 (0.65%) Oracle Linux
Processes & Methodologies
1 154 (100.00%) Analytics
2 56 (36.36%) Machine Learning
3 44 (28.57%) Data Analysis
4 35 (22.73%) Agile Software Development
5 34 (22.08%) ETL
6 31 (20.13%) Cybersecurity
7 30 (19.48%) Big Data Analytics
7 30 (19.48%) MapReduce
8 28 (18.18%) Business Intelligence
8 28 (18.18%) Data Visualisation
9 25 (16.23%) Software Engineering
10 24 (15.58%) OO
11 22 (14.29%) OpenUP
12 20 (12.99%) Data Management
12 20 (12.99%) Open Source
13 19 (12.34%) Statistical Modelling
14 16 (10.39%) Prototyping
15 15 (9.74%) Data Acquisition
15 15 (9.74%) RDF
16 12 (7.79%) System Testing
Programming Languages
1 84 (54.55%) Java
2 68 (44.16%) SQL
3 67 (43.51%) Python
4 60 (38.96%) C++
5 48 (31.17%) R
6 40 (25.97%) JavaScript
7 37 (24.03%) Scala
8 23 (14.94%) Perl
9 21 (13.64%) MATLAB
10 16 (10.39%) C
11 13 (8.44%) Ruby
12 12 (7.79%) VB
13 9 (5.84%) C#
14 3 (1.95%) PHP
15 2 (1.30%) Erlang
15 2 (1.30%) SAS Macro
16 1 (0.65%) Bash Shell
16 1 (0.65%) PL/SQL
16 1 (0.65%) T-SQL
Qualifications
1 46 (29.87%) Degree
2 44 (28.57%) PhD
3 43 (27.92%) Security Cleared
4 33 (21.43%) DV Cleared
5 10 (6.49%) SC Cleared
6 2 (1.30%) PMI Certification
Quality Assurance & Compliance
1 8 (5.19%) Data Quality
2 2 (1.30%) CRD IV
2 2 (1.30%) EMIR
2 2 (1.30%) MiFID
3 1 (0.65%) SEPA
System Software
1 8 (5.19%) Hyper-V
1 8 (5.19%) VMware Infrastructure
Systems Management
1 1 (0.65%) Opscode Chef
1 1 (0.65%) Puppet
Vendors
1 32 (20.78%) Oracle
2 20 (12.99%) Tableau
3 15 (9.74%) TIBCO
4 14 (9.09%) Microsoft
5 8 (5.19%) VMware
6 6 (3.90%) ArcSight
6 6 (3.90%) Blue Coat
6 6 (3.90%) Cisco
6 6 (3.90%) FireEye
6 6 (3.90%) Forcepoint
6 6 (3.90%) Hortonworks
6 6 (3.90%) HP
6 6 (3.90%) Juniper
6 6 (3.90%) Palo Alto
7 4 (2.60%) Informatica
7 4 (2.60%) SAP
8 2 (1.30%) Cloudera
8 2 (1.30%) i2
9 1 (0.65%) IBM
9 1 (0.65%) Red Hat
Bristol, Avon
onezeero.
Salary: £70000 - £78000 per annum + Car/Bonus
Posted: 14 hours ago
Gloucester, Gloucestershire
Executive Recruitment Services (ERS)
Salary: £35000 - £45000 per annum + Pension, Healthcare
Posted: 9 hours ago
Gloucester, Gloucestershire
Raytheon
Posted: 3 days ago
Bristol
Higher Education Funding Council for England
Salary: Pay band 6 (£24,475 - £25,699) and pay band 7 (£28,341 - 29,758)
Posted: 20 days ago
Bristol, Bristol, United Kingdom
XIST4 Recruitment
Salary: £30-60,000 + Bens
Posted: 26 days ago
Gloucestershire
People Source Consulting
Salary: £45000 - £60000 per annum
Posted: 18 days ago
Gloucester, Gloucestershire
CGI
Salary: £28000 - £50000 per annum + benefits
Posted: 20 days ago