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

3 months to
24 Jul 2016
Same period 2015 Same period 2014
Data Analytics
Rank 163 225 216
Rank change year-on-year
+62 -9
Permanent jobs citing Data Analytics 73 30 18
As % of all permanent IT jobs located in the South West 1.36% 0.51% 0.30%
As % of the Processes & Methodologies category 1.57% 0.59% 0.35%
Number of salaries quoted 59 21 17
Median salary £50,000 £45,000 £40,000
Median salary % change year-on-year
+11.11% +12.50%
90% offered a salary of more than £38,300 £29,000 £30,000
10% offered a salary of more than £80,000 £47,500 £55,500
UK excluding London median salary £52,000 £45,000 £42,500
% change year-on-year
+15.55% +5.88%
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
4656 5071 5126
As % of all permanent IT jobs located in the South West 86.78% 85.99% 85.48%
Number of salaries quoted 3904 4282 4181
Median salary £42,500 £40,000 £41,000
Median salary % change year-on-year
+6.25% -2.43%
90% offered a salary of more than £30,000 £27,500 £28,000
10% offered a salary of more than £62,500 £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 24 July 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 July 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 25 £54,000 -66.76% 4
Devon +24 23 £52,500 +81.03%
Bristol +28 18 £43,125 -4.16% 1
Wiltshire - 6 £38,500 -
Somerset -20 1 £27,500 -42.10%
Data Analytics
England

Data Analytics
Top 30 Related IT Skills in the South West

For the 6 months to 24 July 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.

1 158 (100.00%) Analytics
2 89 (56.33%) Java
3 75 (47.47%) Python
4 72 (45.57%) Big Data
5 70 (44.30%) SQL
6 65 (41.14%) C++
7 61 (38.61%) Analytical Skills
8 60 (37.97%) Machine Learning
8 60 (37.97%) Hadoop
9 58 (36.71%) Finance
10 51 (32.28%) Apache Spark
11 50 (31.65%) MongoDB
11 50 (31.65%) R
11 50 (31.65%) Degree
11 50 (31.65%) Computer Science
12 46 (29.11%) PhD
12 46 (29.11%) SAS
13 45 (28.48%) Apache Hive
14 44 (27.85%) Security Cleared
15 43 (27.22%) Data Analysis
16 40 (25.32%) JavaScript
16 40 (25.32%) Agile Software Development
16 40 (25.32%) Scala
16 40 (25.32%) Visualisation
17 38 (24.05%) Oracle
18 35 (22.15%) MySQL
19 34 (21.52%) ETL
19 34 (21.52%) Apache Pig
20 33 (20.89%) Big Data Analytics
21 30 (18.99%) MapReduce

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 51 (32.28%) Apache Spark
2 46 (29.11%) SAS
3 34 (21.52%) Apache Pig
4 15 (9.49%) Elasticsearch
5 3 (1.90%) PowerExchange
5 3 (1.90%) SharePoint
6 2 (1.27%) Apache
6 2 (1.27%) SharePoint 2010
6 2 (1.27%) SharePoint 2013
7 1 (0.63%) JBoss
7 1 (0.63%) Tomcat
Applications
1 20 (12.66%) SPSS
2 4 (2.53%) MS Office
3 3 (1.90%) MS Visio
4 2 (1.27%) MS Excel
5 1 (0.63%) Spreadsheet
Business Applications
1 4 (2.53%) SAP Oil and Gas
2 1 (0.63%) FastStats
Cloud Services
1 3 (1.90%) SaaS
2 2 (1.27%) Amazon AWS
2 2 (1.27%) GitHub
2 2 (1.27%) IaaS
2 2 (1.27%) Microsoft Azure
2 2 (1.27%) PaaS
Communications & Networking
1 9 (5.70%) Internet
2 2 (1.27%) HTTPS
Database & Business Intelligence
1 72 (45.57%) Big Data
2 60 (37.97%) Hadoop
3 50 (31.65%) MongoDB
4 45 (28.48%) Apache Hive
5 35 (22.15%) MySQL
6 30 (18.99%) NoSQL
7 23 (14.56%) Relational Database
8 22 (13.92%) QlikView
9 21 (13.29%) Data Mining
10 19 (12.03%) SQL Server
11 18 (11.39%) Neo4j
12 16 (10.13%) Amazon Redshift
12 16 (10.13%) Apache Cassandra
12 16 (10.13%) Parquet
13 15 (9.49%) Impala
14 13 (8.23%) RDBMS
15 6 (3.80%) Data Warehouse
15 6 (3.80%) HBase
16 5 (3.16%) DB2
16 5 (3.16%) Spotfire
Development Applications
1 4 (2.53%) Git (software)
2 2 (1.27%) JUnit
2 2 (1.27%) Visual Studio
3 1 (0.63%) Bower
3 1 (0.63%) Grunt
3 1 (0.63%) Hudson
3 1 (0.63%) Jenkins
3 1 (0.63%) JIRA
3 1 (0.63%) ProC
3 1 (0.63%) Protractor
General
1 58 (36.71%) Finance
2 7 (4.43%) Telecoms
3 6 (3.80%) Electronics
3 6 (3.80%) Manufacturing
3 6 (3.80%) Marketing
4 3 (1.90%) Banking
4 3 (1.90%) Publishing
5 1 (0.63%) Legal
Job Titles
1 45 (28.48%) Analyst
2 41 (25.95%) Developer
3 36 (22.78%) Data Analyst
4 32 (20.25%) Data Scientist
5 18 (11.39%) Test Engineer
6 17 (10.76%) Software Test Engineer
7 15 (9.49%) Analyst Developer
8 14 (8.86%) SQL Analyst
8 14 (8.86%) SQL Data Analyst
9 11 (6.96%) Chief Technology Officer
9 11 (6.96%) ETL Analyst
10 9 (5.70%) Developer Analyst
10 9 (5.70%) Java Developer
10 9 (5.70%) Software Developer
11 8 (5.06%) Senior Developer
12 7 (4.43%) Software Engineer
13 6 (3.80%) ArcSight Specialist
13 6 (3.80%) Technical Specialist
14 4 (2.53%) Analytics Manager
14 4 (2.53%) Data Analytics Manager
Libraries, Frameworks & Software Standards
1 27 (17.09%) XML
2 22 (13.92%) HTML
3 21 (13.29%) HTML5
4 19 (12.03%) AngularJS
4 19 (12.03%) J2EE
5 18 (11.39%) CSS
6 17 (10.76%) JSON
7 16 (10.13%) Hibernate
7 16 (10.13%) Node.js
7 16 (10.13%) Spring
8 15 (9.49%) Apache Camel
8 15 (9.49%) CSS3
8 15 (9.49%) Spark Streaming
9 13 (8.23%) jQuery
9 13 (8.23%) Middleware
10 10 (6.33%) Java EE
10 10 (6.33%) LAMP
11 9 (5.70%) ODBC
12 6 (3.80%) .NET
12 6 (3.80%) Web Services
Miscellaneous
1 61 (38.61%) Analytical Skills
2 50 (31.65%) Computer Science
3 40 (25.32%) Visualisation
4 17 (10.76%) Artificial Intelligence
5 14 (8.86%) Mathematics
6 13 (8.23%) Management Information System
6 13 (8.23%) PKI
7 9 (5.70%) Cyberthreat
8 7 (4.43%) Data Integration
8 7 (4.43%) Mobile App
8 7 (4.43%) Statistics
9 6 (3.80%) Cybercrime
9 6 (3.80%) Security Operations Centre
10 5 (3.16%) Internet of Things
11 3 (1.90%) PMI
12 2 (1.27%) Neural Network
13 1 (0.63%) Credit Risk
13 1 (0.63%) Reference Data
13 1 (0.63%) Smartphone
13 1 (0.63%) SWIFT
Operating Systems
1 19 (12.03%) Android
1 19 (12.03%) Apple iOS
1 19 (12.03%) Linux
2 17 (10.76%) Windows
3 14 (8.86%) Unix
4 1 (0.63%) Oracle Linux
Processes & Methodologies
1 158 (100.00%) Analytics
2 60 (37.97%) Machine Learning
3 43 (27.22%) Data Analysis
4 40 (25.32%) Agile Software Development
5 34 (21.52%) ETL
6 33 (20.89%) Big Data Analytics
7 30 (18.99%) MapReduce
8 28 (17.72%) Business Intelligence
9 27 (17.09%) Cybersecurity
9 27 (17.09%) Software Engineering
10 26 (16.46%) Data Visualisation
11 22 (13.92%) OpenUP
12 20 (12.66%) Data Management
12 20 (12.66%) Open Source
13 19 (12.03%) OO
13 19 (12.03%) Statistical Modelling
14 18 (11.39%) Prototyping
15 17 (10.76%) DevOps
16 15 (9.49%) Data Acquisition
16 15 (9.49%) RDF
Programming Languages
1 89 (56.33%) Java
2 75 (47.47%) Python
3 70 (44.30%) SQL
4 65 (41.14%) C++
5 50 (31.65%) R
6 40 (25.32%) JavaScript
6 40 (25.32%) Scala
7 27 (17.09%) Perl
8 24 (15.19%) MATLAB
9 19 (12.03%) C
10 18 (11.39%) Ruby
11 11 (6.96%) C#
11 11 (6.96%) VB
12 2 (1.27%) PL/SQL
12 2 (1.27%) SAS Macro
13 1 (0.63%) Bash Shell
13 1 (0.63%) T-SQL
Qualifications
1 50 (31.65%) Degree
2 46 (29.11%) PhD
3 44 (27.85%) Security Cleared
4 30 (18.99%) DV Cleared
5 14 (8.86%) SC Cleared
6 3 (1.90%) PMI Certification
Quality Assurance & Compliance
1 9 (5.70%) Data Quality
2 2 (1.27%) CRD IV
2 2 (1.27%) EMIR
2 2 (1.27%) ISO 14001
2 2 (1.27%) ISO 9001
2 2 (1.27%) MiFID
3 1 (0.63%) SEPA
System Software
1 13 (8.23%) Hyper-V
1 13 (8.23%) VMware Infrastructure
2 2 (1.27%) Firmware
Systems Management
1 1 (0.63%) Opscode Chef
1 1 (0.63%) Puppet
Vendors
1 38 (24.05%) Oracle
2 21 (13.29%) Tableau
3 15 (9.49%) TIBCO
4 13 (8.23%) VMware
5 12 (7.59%) Microsoft
6 6 (3.80%) ArcSight
6 6 (3.80%) Blue Coat
6 6 (3.80%) Cisco
6 6 (3.80%) FireEye
6 6 (3.80%) Forcepoint
6 6 (3.80%) Hortonworks
6 6 (3.80%) HP
6 6 (3.80%) Juniper
6 6 (3.80%) Palo Alto
7 4 (2.53%) Informatica
7 4 (2.53%) SAP
8 2 (1.27%) Cloudera
8 2 (1.27%) i2
9 1 (0.63%) IBM
9 1 (0.63%) Red Hat
Bristol, Avon
Opus Recruitment Solutions Ltd
Salary: £30000 - £45000 per annum
Posted: 5 days ago
Gloucester, Gloucestershire
Evolution Recruitment Solutions
Salary: 45,000 - 60,000 plus excellent benefits
Posted: 4 days ago
Gloucester, Gloucestershire
Evolution Recruitment Solutions
Salary: 30,000 - 45,000 plus excellent benefits
Posted: 4 days ago
Gloucestershire
People Source Consulting
Salary: £45000 - £60000 per annum
Posted: 5 days ago
Christchurch, Dorset
BAE Systems
Posted: 10 days ago
Gloucester, Gloucestershire
Raytheon
Salary: Salary Negotiable + Bonus & Benefits
Posted: 24 days ago