The table below looks at the statistics for Data Analysis 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 Analysis over the 3 months to 26 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Aug 2016
Same period 2015 Same period 2014
Data Analysis
Rank 150 157 157
Rank change year-on-year
+7 0
Permanent jobs citing Data Analysis 99 96 82
As % of all permanent IT jobs located in the South West 1.76% 1.62% 1.32%
As % of the Processes & Methodologies category 2.01% 1.88% 1.56%
Number of salaries quoted 73 74 58
Median salary £42,500 £40,000 £45,000
Median salary % change year-on-year
+6.25% -11.11%
90% offered a salary of more than £24,600 £27,500 £25,500
10% offered a salary of more than £70,000 £50,000 £60,000
UK excluding London median salary £40,000 £40,000 £38,750
% change year-on-year
- +3.22%
Data Analysis
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
4915 5112 5270
As % of all permanent IT jobs located in the South West 87.35% 86.48% 84.99%
Number of salaries quoted 4109 4274 4275
Median salary £42,500 £41,500 £40,000
Median salary % change year-on-year
+2.40% +3.75%
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 Analysis
Jobs Demand Trend in the South West

The demand trend of job ads across the South West region citing Data Analysis as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Analysis Jobs Demand Trend in the South West

Data Analysis
Salary Trend in the South West

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

Data Analysis Salary Trend in the South West

Data Analysis
Salary Histogram in the South West

This chart provides a salary histogram for IT jobs citing Data Analysis across the South West region over the 3 months to 26 August 2016.

Data Analysis Salary Histogram in the South West

Data Analysis
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 Analysis within the South West region over the 3 months to 26 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 31 £45,000 +42.85% 2
Devon +21 23 £32,500 +30.00%
Bristol +7 23 £32,500 -10.95% 10
Somerset +1 12 £27,500 -3.50%
Wiltshire -20 8 £45,000 +2.85%
Dorset -12 2 £62,500 +44.79%
Data Analysis
England

Data Analysis
Top 30 Related IT Skills in the South West

For the 6 months to 26 August 2016, IT jobs citing Data Analysis 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 Analysis.

1 100 (46.73%) SQL
2 87 (40.65%) Analytical Skills
3 84 (39.25%) Finance
4 68 (31.78%) Business Intelligence
5 52 (24.30%) SQL Server
6 50 (23.36%) Python
7 46 (21.50%) Big Data
7 46 (21.50%) Analytics
8 42 (19.63%) R
8 42 (19.63%) Java
9 41 (19.16%) SAS
9 41 (19.16%) Degree
10 39 (18.22%) Visualisation
11 37 (17.29%) Machine Learning
11 37 (17.29%) Data Analytics
12 36 (16.82%) Security Cleared
12 36 (16.82%) ETL
13 35 (16.36%) Oracle
13 35 (16.36%) Computer Science
14 30 (14.02%) Data Management
14 30 (14.02%) Hadoop
15 29 (13.55%) Apache Spark
16 28 (13.08%) Data Visualisation
16 28 (13.08%) Scala
16 28 (13.08%) JavaScript
16 28 (13.08%) C++
16 28 (13.08%) MS Excel
16 28 (13.08%) Microsoft
17 27 (12.62%) Management Information System
17 27 (12.62%) Apache Hive

Data Analysis
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 41 (19.16%) SAS
2 29 (13.55%) Apache Spark
3 17 (7.94%) Apache Pig
4 8 (3.74%) CMS
5 7 (3.27%) BizTalk Server
6 6 (2.80%) Exchange Server 2010
6 6 (2.80%) MS Exchange
7 5 (2.34%) WebSphere
8 4 (1.87%) SharePoint
9 2 (0.93%) IIS
10 1 (0.47%) Apache
Applications
1 28 (13.08%) MS Excel
2 15 (7.01%) MS Office
3 9 (4.21%) MS PowerPoint
4 7 (3.27%) MS Visio
5 4 (1.87%) SPSS
6 3 (1.40%) MS Project
6 3 (1.40%) Spreadsheet
Business Applications
1 7 (3.27%) Dynamics CRM
2 3 (1.40%) WebTrends
3 2 (0.93%) Salesforce.com CRM
3 2 (0.93%) SAP Oil and Gas
Cloud Services
1 6 (2.80%) Amazon AWS
2 2 (0.93%) Microsoft Azure
3 1 (0.47%) Google Analytics
3 1 (0.47%) Google Drive
3 1 (0.47%) IaaS
3 1 (0.47%) PaaS
3 1 (0.47%) SaaS
Communications & Networking
1 7 (3.27%) Internet
2 6 (2.80%) Firewall
2 6 (2.80%) Wi-Fi
3 1 (0.47%) DAB
Database & Business Intelligence
1 52 (24.30%) SQL Server
2 46 (21.50%) Big Data
3 30 (14.02%) Hadoop
4 27 (12.62%) Apache Hive
5 26 (12.15%) MongoDB
6 25 (11.68%) BusinessObjects
6 25 (11.68%) Data Warehouse
7 23 (10.75%) MySQL
8 18 (8.41%) QlikView
9 16 (7.48%) Amazon Redshift
9 16 (7.48%) NoSQL
9 16 (7.48%) Parquet
10 15 (7.01%) Impala
10 15 (7.01%) Neo4j
11 14 (6.54%) SQL Server Reporting Services
12 12 (5.61%) SQL Server Integration Services
13 10 (4.67%) Apache Cassandra
13 10 (4.67%) SQL Server 2008
13 10 (4.67%) SQL Server 2012
14 8 (3.74%) BusinessObjects Web Intelligence
Development Applications
1 8 (3.74%) Toad
2 7 (3.27%) Eclipse
3 5 (2.34%) JIRA
4 3 (1.40%) Team Foundation Server
5 1 (0.47%) Visual Studio
General
1 84 (39.25%) Finance
2 24 (11.21%) Marketing
3 19 (8.88%) Banking
4 13 (6.07%) Advertising
5 12 (5.61%) Retail
6 7 (3.27%) German Language
7 6 (2.80%) Games
7 6 (2.80%) Military
7 6 (2.80%) Pharmaceutical
7 6 (2.80%) Telecoms
8 3 (1.40%) Electronics
9 2 (0.93%) Billing
9 2 (0.93%) Manufacturing
9 2 (0.93%) Retail Banking
10 1 (0.47%) Aerospace
10 1 (0.47%) Legal
Job Titles
1 89 (41.59%) Analyst
2 59 (27.57%) Developer
3 54 (25.23%) Data Analyst
4 21 (9.81%) Data Scientist
5 18 (8.41%) Analyst Developer
6 14 (6.54%) Business Intelligence Analyst
6 14 (6.54%) Senior Analyst
7 13 (6.07%) Business Intelligence Developer
8 12 (5.61%) Business Analyst
8 12 (5.61%) Developer Analyst
9 11 (5.14%) Applications Support
9 11 (5.14%) Business Developer
9 11 (5.14%) Business Intelligence Data Analyst
10 10 (4.67%) Applications Support Analyst
10 10 (4.67%) Business Data Analyst
10 10 (4.67%) Django Developer
10 10 (4.67%) Python Developer
10 10 (4.67%) Python/Django Developer
10 10 (4.67%) Support Analyst
10 10 (4.67%) Web Developer
Libraries, Frameworks & Software Standards
1 19 (8.88%) CSS
1 19 (8.88%) HTML
1 19 (8.88%) XML
2 15 (7.01%) JSON
2 15 (7.01%) Spark Streaming
3 12 (5.61%) CSS3
3 12 (5.61%) D3.js
3 12 (5.61%) HTML5
3 12 (5.61%) jQuery
4 10 (4.67%) Django
4 10 (4.67%) Flask
4 10 (4.67%) Highcharts JS
4 10 (4.67%) Twitter Bootstrap
5 6 (2.80%) Web Services
6 4 (1.87%) .NET
7 3 (1.40%) ASP.NET
8 2 (0.93%) AngularJS
8 2 (0.93%) Backbone.js
8 2 (0.93%) Ember.js
8 2 (0.93%) Marionette.js
Miscellaneous
1 87 (40.65%) Analytical Skills
2 39 (18.22%) Visualisation
3 35 (16.36%) Computer Science
4 27 (12.62%) Management Information System
5 12 (5.61%) Mathematics
5 12 (5.61%) User Experience
6 10 (4.67%) Credit Risk
7 9 (4.21%) SWIFT
8 7 (3.27%) Artificial Intelligence
8 7 (3.27%) Statistics
9 6 (2.80%) Cybercrime
10 5 (2.34%) Economics
10 5 (2.34%) Mobile App
11 4 (1.87%) Algorithms
11 4 (1.87%) Digital Media
12 3 (1.40%) Data Structures
13 2 (0.93%) Physics
13 2 (0.93%) Security Operations Centre
14 1 (0.47%) CCTV
14 1 (0.47%) Cyberthreat
Operating Systems
1 17 (7.94%) Linux
2 16 (7.48%) Windows
3 13 (6.07%) Windows Server
4 7 (3.27%) Mac OS X
5 6 (2.80%) Apple iOS
6 1 (0.47%) Unix
Processes & Methodologies
1 68 (31.78%) Business Intelligence
2 46 (21.50%) Analytics
3 37 (17.29%) Data Analytics
3 37 (17.29%) Machine Learning
4 36 (16.82%) ETL
5 30 (14.02%) Data Management
6 28 (13.08%) Data Visualisation
7 26 (12.15%) MapReduce
8 21 (9.81%) Software Engineering
9 18 (8.41%) OpenUP
9 18 (8.41%) Statistical Modelling
10 17 (7.94%) ITIL
10 17 (7.94%) Time Management
11 16 (7.48%) Big Data Analytics
11 16 (7.48%) Data Acquisition
11 16 (7.48%) Open Source
11 16 (7.48%) Prototyping
12 15 (7.01%) RDF
13 14 (6.54%) UML
14 13 (6.07%) E-Commerce
Programming Languages
1 100 (46.73%) SQL
2 50 (23.36%) Python
3 42 (19.63%) Java
3 42 (19.63%) R
4 28 (13.08%) C++
4 28 (13.08%) JavaScript
4 28 (13.08%) Scala
5 23 (10.75%) C
6 18 (8.41%) MATLAB
7 15 (7.01%) T-SQL
8 13 (6.07%) PL/SQL
9 8 (3.74%) PowerShell
10 5 (2.34%) C#
10 5 (2.34%) Objective-C
10 5 (2.34%) Ruby
11 3 (1.40%) VB
12 2 (0.93%) PHP
13 1 (0.47%) Perl
13 1 (0.47%) SAS Macro
Qualifications
1 41 (19.16%) Degree
2 36 (16.82%) Security Cleared
3 19 (8.88%) PhD
4 13 (6.07%) DV Cleared
5 11 (5.14%) SC Cleared
6 9 (4.21%) CISA
6 9 (4.21%) CISM
6 9 (4.21%) CISSP
7 2 (0.93%) GCIA
7 2 (0.93%) GCIH
7 2 (0.93%) ISTQB
7 2 (0.93%) ISTQB Foundation Certification
7 2 (0.93%) SANS
8 1 (0.47%) PMI Certification
8 1 (0.47%) PMP
8 1 (0.47%) PRINCE2 Certification
8 1 (0.47%) SSCP
Quality Assurance & Compliance
1 16 (7.48%) SLA
2 12 (5.61%) Data Quality
3 7 (3.27%) COBIT
3 7 (3.27%) Sarbanes-Oxley
4 5 (2.34%) QA
5 2 (0.93%) GPG13
5 2 (0.93%) HMG Infosec
5 2 (0.93%) ISO/IEC 27001
System Software
1 11 (5.14%) Active Directory
2 6 (2.80%) VMware Infrastructure
3 2 (0.93%) Snort
4 1 (0.47%) Firmware
Systems Management
1 2 (0.93%) Nessus
Vendors
1 35 (16.36%) Oracle
2 28 (13.08%) Microsoft
3 23 (10.75%) SAP
4 19 (8.88%) Tableau
5 15 (7.01%) TIBCO
6 11 (5.14%) IBM
6 11 (5.14%) Informatica
7 9 (4.21%) Bloomberg
7 9 (4.21%) Reuters
8 7 (3.27%) Remedy
8 7 (3.27%) Salesforce.com
9 6 (2.80%) Ab Initio
9 6 (2.80%) VMware
10 5 (2.34%) Apple
11 2 (0.93%) ArcSight
11 2 (0.93%) Cognos
12 1 (0.47%) Cloudera
12 1 (0.47%) Facebook
12 1 (0.47%) Google
12 1 (0.47%) i2
Bristol, Avon
Redrock Consulting Ltd
Salary: £18000 - £24000 per annum + Excellent Benefits
Posted: Yesterday
Gloucester, Gloucestershire
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: 22 hours ago
Bristol, Avon
EasyWebRecruitment.com
Salary: £24,475 - £29,758
Posted: 3 days ago
Cheltenham, Gloucestershire
IT Executive Ltd
Salary: £35000 - £45000 per annum + DOE
Posted: 1 hour ago
Chipping Sodbury, Bristol
Networx
Salary: Circa £45,000
Posted: 9 days ago
Bristol, United Kingdom
Boeing
Salary: Competitive
Posted: 8 days ago
Bristol
Bluetown Online LTD
Posted: 22 days ago
Bristol
Computer Futures
Salary: £45000 - £50000 per annum + competitive
Posted: 25 days ago
Bristol
Computer Futures
Salary: £45000 - £50000 per annum + competitive
Posted: 18 days ago