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 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 181 214 233
Rank change year-on-year
+33 +19
Permanent jobs citing Data Analytics 73 36 4
As % of all permanent IT jobs located in the South West 1.29% 0.60% 0.066%
As % of the Processes & Methodologies category 1.48% 0.69% 0.077%
Number of salaries quoted 53 28 4
Median salary £50,000 £46,250 £30,000
Median salary % change year-on-year
+8.10% +54.16%
90% offered a salary of more than £35,900 £40,000 £26,500
10% offered a salary of more than £77,500 £50,000 £35,250
UK excluding London median salary £52,500 £47,500 £45,000
% change year-on-year
+10.52% +5.55%
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
4939 5197 5173
As % of all permanent IT jobs located in the South West 87.56% 86.91% 85.03%
Number of salaries quoted 4131 4343 4202
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £29,500 £28,500 £27,500
10% offered a salary of more than £62,500 £60,000 £60,000
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 31 August 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 31 August 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 +16 30 £52,500 -67.69% 4
Devon +22 21 £50,000 +11.11%
Bristol +27 18 £40,000 -20.00%
Wiltshire - 2 - -
Somerset -22 1 £27,500 -42.10%
Dorset - 1 £77,500 - 1
Data Analytics
England

Data Analytics
Top 30 Related IT Skills in the South West

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 South West region with a requirement for Data Analytics.

1 167 (100.00%) Analytics
2 107 (64.07%) Java
3 93 (55.69%) Python
4 82 (49.10%) C++
5 76 (45.51%) SQL
6 74 (44.31%) Big Data
7 68 (40.72%) Hadoop
8 66 (39.52%) Degree
9 65 (38.92%) Machine Learning
10 63 (37.72%) Analytical Skills
10 63 (37.72%) Apache Spark
11 60 (35.93%) Finance
12 59 (35.33%) MongoDB
13 58 (34.73%) R
14 56 (33.53%) Apache Hive
15 54 (32.34%) Agile Software Development
16 50 (29.94%) Computer Science
16 50 (29.94%) PhD
16 50 (29.94%) SAS
17 49 (29.34%) Security Cleared
18 48 (28.74%) Oracle
19 47 (28.14%) JavaScript
19 47 (28.14%) Scala
20 46 (27.54%) MySQL
21 44 (26.35%) Visualisation
21 44 (26.35%) Apache Pig
22 40 (23.95%) Perl
23 37 (22.16%) Big Data Analytics
24 36 (21.56%) Data Analysis
24 36 (21.56%) Software Engineering

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 63 (37.72%) Apache Spark
2 50 (29.94%) SAS
3 44 (26.35%) Apache Pig
4 21 (12.57%) Elasticsearch
5 4 (2.40%) Apache
6 3 (1.80%) PowerExchange
6 3 (1.80%) SharePoint
7 1 (0.60%) JBoss
7 1 (0.60%) SharePoint 2010
7 1 (0.60%) Tomcat
Applications
1 26 (15.57%) SPSS
2 2 (1.20%) MS Excel
3 1 (0.60%) MS Office
3 1 (0.60%) Spreadsheet
Business Applications
1 5 (2.99%) SAP Oil and Gas
2 1 (0.60%) FastStats
Cloud Services
1 5 (2.99%) Amazon AWS
1 5 (2.99%) IaaS
1 5 (2.99%) Microsoft Azure
1 5 (2.99%) PaaS
2 3 (1.80%) SaaS
3 2 (1.20%) GitHub
Communications & Networking
1 12 (7.19%) Internet
2 1 (0.60%) DHCP
2 1 (0.60%) DNS
2 1 (0.60%) Ethernet
2 1 (0.60%) FTP
2 1 (0.60%) LAN
2 1 (0.60%) SMTP
2 1 (0.60%) TCP/IP
2 1 (0.60%) VPN
2 1 (0.60%) Wireless
Database & Business Intelligence
1 74 (44.31%) Big Data
2 68 (40.72%) Hadoop
3 59 (35.33%) MongoDB
4 56 (33.53%) Apache Hive
5 46 (27.54%) MySQL
6 33 (19.76%) NoSQL
7 27 (16.17%) Relational Database
8 23 (13.77%) Data Mining
9 22 (13.17%) QlikView
10 19 (11.38%) RDBMS
11 18 (10.78%) Neo4j
12 17 (10.18%) Amazon Redshift
13 16 (9.58%) Apache Cassandra
13 16 (9.58%) Parquet
14 15 (8.98%) Impala
14 15 (8.98%) SQL Server
15 7 (4.19%) Data Warehouse
16 6 (3.59%) HBase
17 5 (2.99%) DB2
17 5 (2.99%) PostgreSQL
Development Applications
1 5 (2.99%) Git (software)
2 2 (1.20%) JIRA
2 2 (1.20%) JUnit
3 1 (0.60%) Bower
3 1 (0.60%) Grunt
3 1 (0.60%) Hudson
3 1 (0.60%) Jenkins
3 1 (0.60%) Protractor
3 1 (0.60%) Visual Studio
General
1 60 (35.93%) Finance
2 10 (5.99%) Electronics
3 9 (5.39%) Manufacturing
4 8 (4.79%) Telecoms
5 5 (2.99%) Marketing
6 3 (1.80%) Banking
Job Titles
1 43 (25.75%) Developer
2 39 (23.35%) Analyst
3 38 (22.75%) Data Scientist
4 31 (18.56%) Data Analyst
5 19 (11.38%) Software Engineer
5 19 (11.38%) Software Test Engineer
5 19 (11.38%) Test Engineer
6 15 (8.98%) Analyst Developer
7 9 (5.39%) Developer Analyst
7 9 (5.39%) ETL Analyst
7 9 (5.39%) Java Developer
7 9 (5.39%) Senior Developer
7 9 (5.39%) Software Developer
7 9 (5.39%) SQL Analyst
7 9 (5.39%) SQL Data Analyst
8 6 (3.59%) ArcSight Specialist
8 6 (3.59%) Chief Technology Officer
8 6 (3.59%) Lead Software Engineer
8 6 (3.59%) Technical Specialist
9 5 (2.99%) .NET Developer
Libraries, Frameworks & Software Standards
1 29 (17.37%) HTML
1 29 (17.37%) XML
2 27 (16.17%) HTML5
3 26 (15.57%) AngularJS
4 25 (14.97%) CSS
5 24 (14.37%) Hibernate
5 24 (14.37%) Spring
6 23 (13.77%) Apache Camel
6 23 (13.77%) jQuery
6 23 (13.77%) Node.js
7 21 (12.57%) CSS3
7 21 (12.57%) J2EE
7 21 (12.57%) LAMP
8 20 (11.98%) Java EE
9 19 (11.38%) Middleware
10 16 (9.58%) JSON
10 16 (9.58%) Spark Streaming
11 9 (5.39%) .NET
12 8 (4.79%) Web Services
13 7 (4.19%) ODBC
Miscellaneous
1 63 (37.72%) Analytical Skills
2 50 (29.94%) Computer Science
3 44 (26.35%) Visualisation
4 21 (12.57%) PKI
5 15 (8.98%) Mathematics
6 13 (7.78%) Management Information System
7 12 (7.19%) Artificial Intelligence
7 12 (7.19%) Mobile App
8 8 (4.79%) Internet of Things
9 7 (4.19%) Cyberthreat
9 7 (4.19%) Data Integration
10 6 (3.59%) Cybercrime
10 6 (3.59%) Security Operations Centre
10 6 (3.59%) Statistics
11 3 (1.80%) PMI
12 2 (1.20%) Economics
12 2 (1.20%) Neural Network
13 1 (0.60%) Credit Risk
13 1 (0.60%) Reference Data
13 1 (0.60%) SWIFT
Operating Systems
1 30 (17.96%) Linux
2 20 (11.98%) Android
2 20 (11.98%) Apple iOS
3 15 (8.98%) Unix
3 15 (8.98%) Windows
4 1 (0.60%) Oracle Linux
4 1 (0.60%) Windows 7
4 1 (0.60%) Windows Vista
4 1 (0.60%) Windows XP
Processes & Methodologies
1 167 (100.00%) Analytics
2 65 (38.92%) Machine Learning
3 54 (32.34%) Agile Software Development
4 37 (22.16%) Big Data Analytics
5 36 (21.56%) Data Analysis
5 36 (21.56%) Software Engineering
6 32 (19.16%) Business Intelligence
7 30 (17.96%) MapReduce
8 29 (17.37%) ETL
9 26 (15.57%) Cybersecurity
9 26 (15.57%) DevOps
10 25 (14.97%) Scrum
11 23 (13.77%) Data Visualisation
12 21 (12.57%) Prototyping
13 20 (11.98%) OO
13 20 (11.98%) Open Source
14 19 (11.38%) Statistical Modelling
15 18 (10.78%) Data Management
16 17 (10.18%) OpenUP
17 15 (8.98%) RDF
Programming Languages
1 107 (64.07%) Java
2 93 (55.69%) Python
3 82 (49.10%) C++
4 76 (45.51%) SQL
5 58 (34.73%) R
6 47 (28.14%) JavaScript
6 47 (28.14%) Scala
7 40 (23.95%) Perl
8 30 (17.96%) MATLAB
9 27 (16.17%) C
10 26 (15.57%) Ruby
11 12 (7.19%) VB
12 11 (6.59%) C#
13 3 (1.80%) T-SQL
14 2 (1.20%) PL/SQL
15 1 (0.60%) Apple Swift
15 1 (0.60%) Bash Shell
15 1 (0.60%) Clojure
15 1 (0.60%) Haskell
15 1 (0.60%) SAS Macro
Qualifications
1 66 (39.52%) Degree
2 50 (29.94%) PhD
3 49 (29.34%) Security Cleared
4 24 (14.37%) DV Cleared
5 22 (13.17%) SC Cleared
6 3 (1.80%) PMI Certification
7 1 (0.60%) CEH
7 1 (0.60%) CISA
7 1 (0.60%) CISM
7 1 (0.60%) CISSP
7 1 (0.60%) GIAC
7 1 (0.60%) SANS
Quality Assurance & Compliance
1 9 (5.39%) Data Quality
2 4 (2.40%) ISO 14001
2 4 (2.40%) ISO 9001
3 2 (1.20%) CRD IV
3 2 (1.20%) EMIR
3 2 (1.20%) MiFID
4 1 (0.60%) SEPA
System Software
1 19 (11.38%) Hyper-V
1 19 (11.38%) VMware Infrastructure
2 5 (2.99%) Firmware
Systems Management
1 1 (0.60%) Opscode Chef
1 1 (0.60%) Puppet
Vendors
1 48 (28.74%) Oracle
2 21 (12.57%) Tableau
3 19 (11.38%) VMware
4 16 (9.58%) Microsoft
5 15 (8.98%) TIBCO
6 6 (3.59%) ArcSight
6 6 (3.59%) Blue Coat
6 6 (3.59%) Cisco
6 6 (3.59%) FireEye
6 6 (3.59%) Forcepoint
6 6 (3.59%) Hortonworks
6 6 (3.59%) HP
6 6 (3.59%) Juniper
6 6 (3.59%) Palo Alto
7 5 (2.99%) SAP
8 4 (2.40%) Informatica
9 1 (0.60%) Cognos
9 1 (0.60%) ESRI
9 1 (0.60%) i2
9 1 (0.60%) Red Hat
Gloucester, Gloucestershire
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: 5 days ago
Bournemouth, Dorset
JP Morgan
Salary: Competitive + Benefits
Posted: 5 days ago
Gloucester, Gloucestershire
Raytheon Systems Ltd
Salary: Competitive salary plus bonus and benefits
Posted: 7 days ago
Gloucester, Gloucestershire
Raytheon Systems Ltd
Salary: Competitive salary plus bonus and benefits
Posted: 7 days ago
Gloucester, Gloucestershire
CGI
Salary: £28000 - £50000 per annum + benefits
Posted: 15 days ago