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

3 months to
26 Sep 2016
Same period 2015 Same period 2014
Data Analysis
Rank 165 158 170
Rank change year-on-year
-7 +12
Permanent jobs citing Data Analysis 91 86 72
As % of all permanent IT jobs located in the South West 1.60% 1.46% 1.17%
As % of the Processes & Methodologies category 1.83% 1.67% 1.38%
Number of salaries quoted 60 67 51
Median salary £42,500 £42,500 £37,500
Median salary % change year-on-year
- +13.33%
90% offered a salary of more than £27,000 £30,000 £27,500
10% offered a salary of more than £70,000 £50,000 £70,000
UK excluding London median salary £42,500 £40,000 £37,500
% change year-on-year
+6.25% +6.66%
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
4979 5144 5223
As % of all permanent IT jobs located in the South West 87.67% 87.28% 84.53%
Number of salaries quoted 4167 4330 4296
Median salary £42,500 £41,250 £40,000
Median salary % change year-on-year
+3.03% +3.12%
90% offered a salary of more than £28,500 £29,000 £27,500
10% offered a salary of more than £62,500 £60,000 £61,000
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 September 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 September 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 +11 27 £45,000 -10.00% 4
Bristol +5 27 £37,500 -3.59% 5
Devon +17 18 £32,500 +23.80%
Wiltshire -19 16 £41,250 -8.33% 2
Dorset -10 2 £62,500 +65.20% 1
Somerset -2 1 - - 1
Data Analysis
England

Data Analysis
Top 30 Related IT Skills in the South West

For the 6 months to 26 September 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 84 (42.21%) SQL
2 77 (38.69%) Finance
2 77 (38.69%) Analytical Skills
3 62 (31.16%) Business Intelligence
4 47 (23.62%) Python
5 46 (23.12%) Degree
6 41 (20.60%) SQL Server
7 39 (19.60%) Java
8 38 (19.10%) Security Cleared
8 38 (19.10%) Big Data
9 37 (18.59%) R
10 35 (17.59%) Analytics
10 35 (17.59%) SAS
11 33 (16.58%) Computer Science
12 31 (15.58%) Machine Learning
13 30 (15.08%) Data Analytics
14 29 (14.57%) Hadoop
14 29 (14.57%) Apache Spark
15 28 (14.07%) Visualisation
16 27 (13.57%) C++
17 26 (13.07%) Scala
18 25 (12.56%) Apache Hive
18 25 (12.56%) JavaScript
19 24 (12.06%) Data Management
19 24 (12.06%) MongoDB
19 24 (12.06%) MapReduce
20 23 (11.56%) Marketing
20 23 (11.56%) Oracle
20 23 (11.56%) MS Excel
20 23 (11.56%) Microsoft

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 35 (17.59%) SAS
2 29 (14.57%) Apache Spark
3 15 (7.54%) Apache Pig
4 7 (3.52%) Exchange Server 2010
4 7 (3.52%) MS Exchange
5 6 (3.02%) Apache
6 5 (2.51%) BizTalk Server
6 5 (2.51%) WebSphere
7 4 (2.01%) SharePoint
8 2 (1.01%) IIS
Applications
1 23 (11.56%) MS Excel
2 10 (5.03%) MS Office
3 9 (4.52%) MS PowerPoint
4 6 (3.02%) MS Visio
5 5 (2.51%) SPSS
6 3 (1.51%) MS Project
6 3 (1.51%) Spreadsheet
Business Applications
1 5 (2.51%) Dynamics CRM
2 3 (1.51%) WebTrends
3 1 (0.50%) SAP Oil and Gas
Cloud Services
1 7 (3.52%) Amazon AWS
2 3 (1.51%) Microsoft Azure
3 2 (1.01%) IaaS
3 2 (1.01%) PaaS
4 1 (0.50%) Cloud Computing
4 1 (0.50%) SaaS
Communications & Networking
1 8 (4.02%) Internet
2 7 (3.52%) Firewall
2 7 (3.52%) Wi-Fi
3 1 (0.50%) DAB
Database & Business Intelligence
1 41 (20.60%) SQL Server
2 38 (19.10%) Big Data
3 29 (14.57%) Hadoop
4 25 (12.56%) Apache Hive
5 24 (12.06%) MongoDB
6 19 (9.55%) MySQL
7 18 (9.05%) QlikView
8 17 (8.54%) BusinessObjects
9 16 (8.04%) Data Warehouse
10 14 (7.04%) Amazon Redshift
10 14 (7.04%) NoSQL
10 14 (7.04%) Parquet
11 13 (6.53%) Impala
11 13 (6.53%) Neo4j
12 12 (6.03%) SQL Server Reporting Services
13 10 (5.03%) Apache Cassandra
13 10 (5.03%) SQL Server Integration Services
14 9 (4.52%) SQL Server 2008
15 8 (4.02%) Crystal Reports
16 6 (3.02%) SQL Server Analysis Services
Development Applications
1 7 (3.52%) Eclipse
2 3 (1.51%) Team Foundation Server
3 2 (1.01%) JIRA
4 1 (0.50%) LabVIEW
General
1 77 (38.69%) Finance
2 23 (11.56%) Marketing
3 18 (9.05%) Banking
4 13 (6.53%) Advertising
4 13 (6.53%) Retail
5 7 (3.52%) Games
5 7 (3.52%) German Language
6 6 (3.02%) Aerospace
6 6 (3.02%) Legal
6 6 (3.02%) Military
7 5 (2.51%) Pharmaceutical
7 5 (2.51%) Telecoms
8 4 (2.01%) Retail Banking
9 2 (1.01%) Billing
10 1 (0.50%) Electronics
10 1 (0.50%) Manufacturing
Job Titles
1 80 (40.20%) Analyst
2 49 (24.62%) Developer
3 48 (24.12%) Data Analyst
4 21 (10.55%) Data Scientist
5 16 (8.04%) Business Analyst
5 16 (8.04%) Senior Analyst
6 15 (7.54%) Architect
7 14 (7.04%) Analyst Developer
8 13 (6.53%) Business Intelligence Developer
9 12 (6.03%) Business Intelligence Analyst
10 10 (5.03%) Business Data Analyst
10 10 (5.03%) Business Intelligence Data Analyst
10 10 (5.03%) Django Developer
10 10 (5.03%) Python Developer
10 10 (5.03%) Python Web Developer
10 10 (5.03%) Python/Django Developer
10 10 (5.03%) Senior Business Analyst
10 10 (5.03%) Solutions Architect
10 10 (5.03%) Support Analyst
10 10 (5.03%) Web Developer
Libraries, Frameworks & Software Standards
1 17 (8.54%) XML
2 14 (7.04%) CSS
2 14 (7.04%) HTML
3 13 (6.53%) JSON
3 13 (6.53%) Spark Streaming
4 12 (6.03%) CSS3
4 12 (6.03%) D3.js
4 12 (6.03%) HTML5
4 12 (6.03%) jQuery
5 10 (5.03%) Django
5 10 (5.03%) Flask
5 10 (5.03%) Highcharts JS
5 10 (5.03%) Twitter Bootstrap
6 6 (3.02%) Web Services
7 2 (1.01%) .NET
7 2 (1.01%) AngularJS
7 2 (1.01%) ASP.NET
7 2 (1.01%) Ember.js
7 2 (1.01%) Marionette.js
7 2 (1.01%) React
Miscellaneous
1 77 (38.69%) Analytical Skills
2 33 (16.58%) Computer Science
3 28 (14.07%) Visualisation
4 23 (11.56%) Management Information System
5 15 (7.54%) Mathematics
6 12 (6.03%) User Experience
7 7 (3.52%) Credit Risk
8 6 (3.02%) Cybercrime
8 6 (3.02%) Economics
8 6 (3.02%) Statistics
8 6 (3.02%) SWIFT
9 4 (2.01%) Algorithms
9 4 (2.01%) Digital Media
10 3 (1.51%) Artificial Intelligence
10 3 (1.51%) Data Structures
10 3 (1.51%) Physics
11 2 (1.01%) Internet of Things
11 2 (1.01%) Mobile App
12 1 (0.50%) Learning Management System
12 1 (0.50%) Social Media
Operating Systems
1 19 (9.55%) Linux
2 17 (8.54%) Windows
3 14 (7.04%) Windows Server
4 8 (4.02%) Mac OS X
5 7 (3.52%) Apple iOS
6 2 (1.01%) Unix
Processes & Methodologies
1 62 (31.16%) Business Intelligence
2 35 (17.59%) Analytics
3 31 (15.58%) Machine Learning
4 30 (15.08%) Data Analytics
5 24 (12.06%) Data Management
5 24 (12.06%) MapReduce
6 22 (11.06%) ETL
7 20 (10.05%) Software Engineering
8 19 (9.55%) UML
9 18 (9.05%) TOGAF
10 17 (8.54%) Data Modelling
10 17 (8.54%) Data Visualisation
10 17 (8.54%) Matrix Organization
11 15 (7.54%) Statistical Modelling
11 15 (7.54%) Time Management
12 14 (7.04%) Big Data Analytics
12 14 (7.04%) Data Acquisition
12 14 (7.04%) Open Source
12 14 (7.04%) OpenUP
12 14 (7.04%) Prototyping
Programming Languages
1 84 (42.21%) SQL
2 47 (23.62%) Python
3 39 (19.60%) Java
4 37 (18.59%) R
5 27 (13.57%) C++
6 26 (13.07%) Scala
7 25 (12.56%) JavaScript
8 18 (9.05%) C
9 17 (8.54%) MATLAB
10 14 (7.04%) T-SQL
11 8 (4.02%) PL/SQL
12 6 (3.02%) PowerShell
13 2 (1.01%) C#
13 2 (1.01%) Objective-C
13 2 (1.01%) Perl
13 2 (1.01%) Ruby
13 2 (1.01%) VB
14 1 (0.50%) Shell Script
Qualifications
1 46 (23.12%) Degree
2 38 (19.10%) Security Cleared
3 17 (8.54%) PhD
4 15 (7.54%) DV Cleared
5 10 (5.03%) SC Cleared
6 8 (4.02%) CISA
6 8 (4.02%) CISM
6 8 (4.02%) CISSP
7 6 (3.02%) SSCP
8 1 (0.50%) GCIA
8 1 (0.50%) GCIH
8 1 (0.50%) HNC
8 1 (0.50%) HND
8 1 (0.50%) ISTQB
8 1 (0.50%) ISTQB Foundation Certification
8 1 (0.50%) PMI Certification
8 1 (0.50%) PMP
8 1 (0.50%) PRINCE2 Certification
8 1 (0.50%) SANS
Quality Assurance & Compliance
1 12 (6.03%) SLA
2 11 (5.53%) Data Quality
3 7 (3.52%) COBIT
3 7 (3.52%) Sarbanes-Oxley
4 2 (1.01%) QA
5 1 (0.50%) GPG13
5 1 (0.50%) HMG Infosec
5 1 (0.50%) ISO/IEC 27001
System Software
1 17 (8.54%) Active Directory
2 7 (3.52%) VMware Infrastructure
3 2 (1.01%) Firmware
4 1 (0.50%) Snort
Systems Management
1 1 (0.50%) Nessus
Vendors
1 23 (11.56%) Microsoft
1 23 (11.56%) Oracle
2 18 (9.05%) Tableau
3 14 (7.04%) SAP
4 13 (6.53%) TIBCO
5 11 (5.53%) IBM
6 10 (5.03%) Informatica
7 7 (3.52%) VMware
8 6 (3.02%) Bloomberg
8 6 (3.02%) Reuters
9 5 (2.51%) Ab Initio
9 5 (2.51%) Remedy
9 5 (2.51%) Salesforce.com
10 2 (1.01%) Apple
10 2 (1.01%) Cognos
11 1 (0.50%) ArcSight
11 1 (0.50%) Facebook
Cheltenham, Gloucestershire
Pontoon
Salary: benefits
Posted: 15 hours ago
Somerset
Nigel Frank International Ltd
Salary: £3000 - £35000 per annum + Corporate Bonus
Posted: 20 hours ago
Gloucestershire
Spring Technology
Salary: £30000.00 - £34000.00 per annum + + Benefits
Posted: 5 days ago
Bristol, Avon
Experis Ltd
Salary: £35000 - £45000 per annum
Posted: 3 days ago
Swindon
Tata Consultancy services
Salary: Competitive + Excellent Benefits
Posted: 12 days ago
Bournemouth
Fixed Recruitment Ltd
Salary: £24000 - £30000 per annum + Benefits
Posted: 22 days ago
Falmouth, Cornwall
IT Executive Ltd
Salary: £22000 - £26000 per annum
Posted: 3 days ago
Bristol
Hargreaves Lansdown
Salary: Competitive
Posted: 20 days ago
Bristol, Avon
Hargreaves Lansdown
Salary: Competitive
Posted: 24 days ago
Cheltenham, Gloucestershire
IT Executive Ltd
Salary: £35000 - £45000 per annum + DOE
Posted: 3 days ago
Salisbury
aap3
Salary: £40000.00 per annum + Excellent Benefits
Posted: 19 days ago
Bristol, Avon
Hargreaves Lansdown
Salary: Competitive
Posted: 21 days ago
Gloucestershire
Huxley
Salary: £35000 - £45000 per annum + Package
Posted: 24 days ago
Bristol
Recruitment Genius Ltd
Salary: £35000 - £40000 per annum
Posted: 26 days ago