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

3 months to
2 Dec 2016
Same period 2015 Same period 2014
Data Analytics
Rank 172 208 243
Rank change year-on-year
+36 +35
Permanent jobs citing Data Analytics 60 44 8
As % of all permanent IT jobs located in the South West 1.15% 0.75% 0.12%
As % of the Processes & Methodologies category 1.30% 0.85% 0.14%
Number of salaries quoted 44 34 4
Median salary £50,000 £42,750 £40,000
Median salary % change year-on-year
+16.95% +6.87%
90% offered a salary of more than £40,750 £35,000 £33,000
10% offered a salary of more than £62,750 £57,500 £45,250
UK excluding London median salary £50,000 £51,459 £45,000
% change year-on-year
-2.83% +14.35%
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
4600 5191 5665
As % of all permanent IT jobs located in the South West 87.97% 88.52% 85.92%
Number of salaries quoted 3812 4381 4663
Median salary £43,000 £42,500 £40,000
Median salary % change year-on-year
+1.17% +6.25%
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £65,000 £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 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 2 December 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 2 December 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
Bristol +9 17 £50,000 +25.00% 4
Gloucestershire -12 17 £53,250 +12.10% 3
Devon - 14 £52,500 -
Wiltshire +24 4 - - 1
Somerset +4 3 £45,000 +12.50% 2
Dorset +14 2 £92,500 +117.64%
Data Analytics
England

Data Analytics
Top 30 Related IT Skills in the South West

For the 6 months to 2 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 South West region with a requirement for Data Analytics.

1 130 (100.00%) Analytics
2 83 (63.85%) Java
3 74 (56.92%) Python
4 65 (50.00%) C++
5 63 (48.46%) Agile Software Development
6 55 (42.31%) Degree
7 53 (40.77%) MongoDB
7 53 (40.77%) Big Data
8 49 (37.69%) Apache Spark
9 47 (36.15%) Hadoop
10 46 (35.38%) SQL
11 44 (33.85%) Perl
11 44 (33.85%) Software Engineering
12 42 (32.31%) Machine Learning
13 41 (31.54%) Scrum
14 39 (30.00%) Apache Hive
15 38 (29.23%) JavaScript
16 36 (27.69%) Oracle
17 35 (26.92%) Node.js
17 35 (26.92%) Visualisation
18 34 (26.15%) Security Cleared
18 34 (26.15%) Apache Pig
19 33 (25.38%) C
19 33 (25.38%) MySQL
19 33 (25.38%) Linux
19 33 (25.38%) SAS
19 33 (25.38%) Finance
20 32 (24.62%) Ruby
20 32 (24.62%) Java EE
21 31 (23.85%) jQuery

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 49 (37.69%) Apache Spark
2 34 (26.15%) Apache Pig
3 33 (25.38%) SAS
4 29 (22.31%) Elasticsearch
5 5 (3.85%) Apache
6 4 (3.08%) SharePoint
7 1 (0.77%) JBoss
7 1 (0.77%) SharePoint 2010
7 1 (0.77%) Tomcat
Applications
1 24 (18.46%) SPSS
Business Applications
1 2 (1.54%) SAP Oil and Gas
Cloud Services
1 12 (9.23%) IaaS
1 12 (9.23%) PaaS
2 11 (8.46%) Amazon AWS
3 8 (6.15%) Microsoft Azure
4 3 (2.31%) Amazon EC2
5 2 (1.54%) GitHub
Communications & Networking
1 19 (14.62%) Internet
2 1 (0.77%) DHCP
2 1 (0.77%) DNS
2 1 (0.77%) Ethernet
2 1 (0.77%) Firewall
2 1 (0.77%) FTP
2 1 (0.77%) LAN
2 1 (0.77%) SMTP
2 1 (0.77%) TCP/IP
2 1 (0.77%) VPN
2 1 (0.77%) Wireless
Database & Business Intelligence
1 53 (40.77%) Big Data
1 53 (40.77%) MongoDB
2 47 (36.15%) Hadoop
3 39 (30.00%) Apache Hive
4 33 (25.38%) MySQL
5 29 (22.31%) Relational Database
6 28 (21.54%) RDBMS
7 18 (13.85%) NoSQL
8 5 (3.85%) Apache Cassandra
8 5 (3.85%) Data Warehouse
8 5 (3.85%) QlikView
8 5 (3.85%) SQL Server
9 4 (3.08%) Data Mining
10 3 (2.31%) Amazon Redshift
10 3 (2.31%) Redis
10 3 (2.31%) Spotfire
11 2 (1.54%) Apache Accumulo
11 2 (1.54%) HBase
11 2 (1.54%) Impala
11 2 (1.54%) Neo4j
Development Applications
1 4 (3.08%) Git (software)
2 2 (1.54%) JIRA
2 2 (1.54%) JUnit
3 1 (0.77%) Hudson
3 1 (0.77%) Jenkins
3 1 (0.77%) Team Foundation Server
General
1 33 (25.38%) Finance
2 15 (11.54%) Electronics
3 8 (6.15%) Telecoms
4 5 (3.85%) Manufacturing
4 5 (3.85%) Marketing
5 3 (2.31%) Banking
Job Titles
1 32 (24.62%) Software Engineer
2 30 (23.08%) Developer
3 20 (15.38%) Data Scientist
4 13 (10.00%) Analyst
5 12 (9.23%) C# Developer
5 12 (9.23%) Lead Software Engineer
6 10 (7.69%) Java Developer
7 9 (6.92%) .NET Developer
7 9 (6.92%) C# .NET Developer
7 9 (6.92%) Test Engineer
8 8 (6.15%) Data Analyst
8 8 (6.15%) Software Test Engineer
9 7 (5.38%) Senior Developer
9 7 (5.38%) Software Developer
10 6 (4.62%) Cloud Developer
10 6 (4.62%) Data Engineer
10 6 (4.62%) Tester
11 5 (3.85%) Analytics Manager
11 5 (3.85%) Azure Developer
12 4 (3.08%) Developer/Software Engineer
Libraries, Frameworks & Software Standards
1 35 (26.92%) Node.js
2 32 (24.62%) Java EE
3 31 (23.85%) AngularJS
3 31 (23.85%) Hibernate
3 31 (23.85%) HTML
3 31 (23.85%) jQuery
3 31 (23.85%) Spring
4 30 (23.08%) Apache Camel
4 30 (23.08%) CSS
4 30 (23.08%) LAMP
5 29 (22.31%) CSS3
5 29 (22.31%) HTML5
6 27 (20.77%) Middleware
7 13 (10.00%) Web Services
8 12 (9.23%) J2EE
8 12 (9.23%) XML
9 10 (7.69%) .NET
9 10 (7.69%) RESTful
10 8 (6.15%) .NET Framework
11 7 (5.38%) React
Miscellaneous
1 35 (26.92%) Visualisation
2 30 (23.08%) PKI
3 29 (22.31%) Analytical Skills
4 24 (18.46%) Computer Science
5 20 (15.38%) Mobile App
6 16 (12.31%) Internet of Things
7 7 (5.38%) Mathematics
8 5 (3.85%) Artificial Intelligence
9 4 (3.08%) Statistics
10 3 (2.31%) Algorithms
10 3 (2.31%) Data Centre
10 3 (2.31%) Economics
10 3 (2.31%) PMI
11 2 (1.54%) Embedded Systems
11 2 (1.54%) User Experience
12 1 (0.77%) Credit Risk
12 1 (0.77%) Digital TV
12 1 (0.77%) Enterprise Software
12 1 (0.77%) Management Information System
12 1 (0.77%) Neural Network
Operating Systems
1 33 (25.38%) Linux
2 12 (9.23%) Android
2 12 (9.23%) Apple iOS
3 10 (7.69%) Unix
4 1 (0.77%) Windows
4 1 (0.77%) Windows 7
4 1 (0.77%) Windows Vista
4 1 (0.77%) Windows XP
Processes & Methodologies
1 130 (100.00%) Analytics
2 63 (48.46%) Agile Software Development
3 44 (33.85%) Software Engineering
4 42 (32.31%) Machine Learning
5 41 (31.54%) Scrum
6 30 (23.08%) Big Data Analytics
6 30 (23.08%) DevOps
7 21 (16.15%) Time Management
8 16 (12.31%) Continuous Improvement
9 15 (11.54%) Cybersecurity
9 15 (11.54%) Prototyping
10 14 (10.77%) Front End Development
10 14 (10.77%) TDD
11 13 (10.00%) BDD
11 13 (10.00%) Kanban
11 13 (10.00%) Product Management
11 13 (10.00%) Use Case
11 13 (10.00%) Web Application Development
12 12 (9.23%) Business Intelligence
13 11 (8.46%) OO
Programming Languages
1 83 (63.85%) Java
2 74 (56.92%) Python
3 65 (50.00%) C++
4 46 (35.38%) SQL
5 44 (33.85%) Perl
6 38 (29.23%) JavaScript
7 33 (25.38%) C
8 32 (24.62%) Ruby
9 29 (22.31%) R
10 28 (21.54%) Scala
11 21 (16.15%) MATLAB
12 15 (11.54%) C#
13 9 (6.92%) VB
14 4 (3.08%) Haskell
14 4 (3.08%) T-SQL
15 3 (2.31%) Clojure
15 3 (2.31%) Erlang
16 2 (1.54%) PL/SQL
17 1 (0.77%) Lisp
17 1 (0.77%) VBScript
Qualifications
1 55 (42.31%) Degree
2 34 (26.15%) Security Cleared
3 28 (21.54%) PhD
3 28 (21.54%) SC Cleared
4 8 (6.15%) DV Cleared
5 3 (2.31%) PMI Certification
6 1 (0.77%) CEH
6 1 (0.77%) CISA
6 1 (0.77%) CISM
6 1 (0.77%) CISSP
6 1 (0.77%) GIAC
6 1 (0.77%) SANS
Quality Assurance & Compliance
1 12 (9.23%) ISO 14001
1 12 (9.23%) ISO 9001
2 4 (3.08%) Data Quality
3 1 (0.77%) ISO/IEC 27001
System Software
1 27 (20.77%) Hyper-V
1 27 (20.77%) VMware Infrastructure
2 13 (10.00%) Firmware
3 4 (3.08%) Docker
Systems Management
1 1 (0.77%) Opscode Chef
1 1 (0.77%) Puppet
1 1 (0.77%) QRadar
Vendors
1 36 (27.69%) Oracle
2 27 (20.77%) VMware
3 12 (9.23%) Microsoft
4 8 (6.15%) Tableau
5 3 (2.31%) Intel
6 2 (1.54%) SAP
6 2 (1.54%) TIBCO
7 1 (0.77%) ESRI
7 1 (0.77%) Google
7 1 (0.77%) Informatica
7 1 (0.77%) Red Hat
7 1 (0.77%) Splunk
Somerset
Parallel Consulting
Salary: £50 per annum
Posted: 10 hours ago
Swindon, Wiltshire
Hydrogen Group
Posted: 3 hours ago
Gloucester, Gloucestershire
Executive Recruitment Services (ERS)
Salary: £35000 - £45000 per annum + Pension, Healthcare
Posted: 2 days ago
Bristol, Avon
Novate IT Ltd
Salary: £25000 - £32000 per annum + Benefits
Posted: 4 days ago
Bristol, Avon
Novate IT Ltd
Salary: £45000 - £70000 per annum + bonus + pension + benefits
Posted: 4 days ago
Gloucestershire
Sanderson
Salary: £40000 - £60000 per annum
Posted: 4 days ago
Gloucester, Gloucestershire
Raytheon Systems Ltd
Salary: Competitive salary plus bonus and benefits
Posted: 11 days ago
Bristol, Avon
Swiis
Salary: From £30,000 to £45,000 per annum plus benefits
Posted: 24 days ago
Bath, Avon
myBench Ltd
Salary: From £30,000 to £47,000 per annum
Posted: 16 days ago
Bristol
XIST4 IT Recruitment
Salary: £45-55,000 + Share Options
Posted: 24 days ago