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

3 months to
30 Sep 2016
Same period 2015 Same period 2014
Data Analytics
Rank 182 211 245
Rank change year-on-year
+29 +34
Permanent jobs citing Data Analytics 68 40 1
As % of all permanent IT jobs located in the South West 1.20% 0.67% 0.016%
As % of the Processes & Methodologies category 1.37% 0.77% 0.019%
Number of salaries quoted 48 29 1
Median salary £50,000 £47,500 £40,000
Median salary % change year-on-year
+5.26% +18.75%
UK excluding London median salary £50,000 £50,000 £45,000
% change year-on-year
- +11.11%
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
4954 5197 5227
As % of all permanent IT jobs located in the South West 87.77% 87.39% 84.76%
Number of salaries quoted 4163 4378 4296
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 £28,500 £29,000 £27,500
10% offered a salary of more than £62,500 £61,200 £62,500
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 30 September 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 30 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 +4 28 £49,750 +4.73% 3
Devon +20 20 £50,000 +11.11%
Bristol +12 12 £37,500 -25.00% 3
Wiltshire +9 4 - - 1
Somerset -16 1 £72,500 +52.63%
Dorset - 1 £77,500 - 1
Data Analytics
England

Data Analytics
Top 30 Related IT Skills in the South West

For the 6 months to 30 September 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.

1 153 (100.00%) Analytics
2 99 (64.71%) Java
3 93 (60.78%) Python
4 78 (50.98%) C++
5 71 (46.41%) Degree
6 70 (45.75%) SQL
7 65 (42.48%) Big Data
8 64 (41.83%) Hadoop
9 63 (41.18%) Apache Spark
10 61 (39.87%) Machine Learning
11 57 (37.25%) Analytical Skills
11 57 (37.25%) R
11 57 (37.25%) Finance
12 55 (35.95%) Apache Hive
12 55 (35.95%) MongoDB
13 54 (35.29%) Agile Software Development
14 49 (32.03%) SAS
15 48 (31.37%) Scala
16 46 (30.07%) Computer Science
16 46 (30.07%) PhD
17 43 (28.10%) Oracle
17 43 (28.10%) Apache Pig
18 42 (27.45%) JavaScript
19 40 (26.14%) MySQL
19 40 (26.14%) Visualisation
20 39 (25.49%) Security Cleared
21 38 (24.84%) Perl
22 35 (22.88%) Big Data Analytics
23 34 (22.22%) MATLAB
24 31 (20.26%) Business Intelligence

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 (41.18%) Apache Spark
2 49 (32.03%) SAS
3 43 (28.10%) Apache Pig
4 22 (14.38%) Elasticsearch
5 4 (2.61%) Apache
5 4 (2.61%) SharePoint
6 3 (1.96%) PowerExchange
7 2 (1.31%) JBoss
7 2 (1.31%) Tomcat
8 1 (0.65%) SharePoint 2010
Applications
1 30 (19.61%) SPSS
2 1 (0.65%) MS Excel
2 1 (0.65%) MS Office
2 1 (0.65%) Spreadsheet
Business Applications
1 5 (3.27%) SAP Oil and Gas
2 1 (0.65%) FastStats
Cloud Services
1 8 (5.23%) Amazon AWS
2 7 (4.58%) IaaS
2 7 (4.58%) Microsoft Azure
2 7 (4.58%) PaaS
3 2 (1.31%) GitHub
4 1 (0.65%) Amazon EC2
4 1 (0.65%) SaaS
Communications & Networking
1 15 (9.80%) Internet
2 1 (0.65%) DHCP
2 1 (0.65%) DNS
2 1 (0.65%) Ethernet
2 1 (0.65%) FTP
2 1 (0.65%) LAN
2 1 (0.65%) SMTP
2 1 (0.65%) TCP/IP
2 1 (0.65%) VPN
2 1 (0.65%) Wireless
Database & Business Intelligence
1 65 (42.48%) Big Data
2 64 (41.83%) Hadoop
3 55 (35.95%) Apache Hive
3 55 (35.95%) MongoDB
4 40 (26.14%) MySQL
5 25 (16.34%) Data Mining
5 25 (16.34%) NoSQL
5 25 (16.34%) Relational Database
6 20 (13.07%) RDBMS
7 18 (11.76%) QlikView
8 14 (9.15%) Apache Cassandra
9 13 (8.50%) Amazon Redshift
9 13 (8.50%) Neo4j
10 12 (7.84%) Parquet
11 11 (7.19%) Impala
11 11 (7.19%) SQL Server
12 9 (5.88%) Data Warehouse
13 5 (3.27%) DB2
13 5 (3.27%) Spotfire
14 4 (2.61%) HBase
Development Applications
1 6 (3.92%) Git (software)
2 3 (1.96%) JIRA
3 2 (1.31%) Hudson
3 2 (1.31%) Jenkins
3 2 (1.31%) JUnit
4 1 (0.65%) Bower
4 1 (0.65%) Grunt
4 1 (0.65%) Protractor
General
1 57 (37.25%) Finance
2 12 (7.84%) Electronics
3 9 (5.88%) Telecoms
4 8 (5.23%) Manufacturing
5 7 (4.58%) Marketing
6 3 (1.96%) Banking
Job Titles
1 36 (23.53%) Data Scientist
1 36 (23.53%) Developer
2 32 (20.92%) Analyst
3 24 (15.69%) Data Analyst
4 22 (14.38%) Software Engineer
5 11 (7.19%) Analyst Developer
5 11 (7.19%) Software Test Engineer
5 11 (7.19%) Test Engineer
6 8 (5.23%) Software Developer
7 7 (4.58%) .NET Developer
7 7 (4.58%) C# .NET Developer
7 7 (4.58%) C# Developer
7 7 (4.58%) Developer Analyst
7 7 (4.58%) ETL Analyst
7 7 (4.58%) Java Developer
7 7 (4.58%) Lead Software Engineer
7 7 (4.58%) Senior Developer
8 6 (3.92%) Analytics Manager
8 6 (3.92%) SQL Analyst
8 6 (3.92%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 30 (19.61%) HTML
2 27 (17.65%) HTML5
3 26 (16.99%) AngularJS
3 26 (16.99%) CSS
3 26 (16.99%) Hibernate
3 26 (16.99%) Spring
4 25 (16.34%) jQuery
4 25 (16.34%) Node.js
5 24 (15.69%) Apache Camel
6 22 (14.38%) CSS3
6 22 (14.38%) LAMP
7 21 (13.73%) Java EE
7 21 (13.73%) XML
8 20 (13.07%) Middleware
9 13 (8.50%) J2EE
9 13 (8.50%) JSON
9 13 (8.50%) Spark Streaming
10 10 (6.54%) Web Services
11 9 (5.88%) .NET
11 9 (5.88%) RESTful
Miscellaneous
1 57 (37.25%) Analytical Skills
2 46 (30.07%) Computer Science
3 40 (26.14%) Visualisation
4 22 (14.38%) PKI
5 15 (9.80%) Mobile App
6 12 (7.84%) Mathematics
7 11 (7.19%) Internet of Things
8 7 (4.58%) Management Information System
9 5 (3.27%) Artificial Intelligence
9 5 (3.27%) Data Integration
9 5 (3.27%) Statistics
10 4 (2.61%) Cybercrime
11 3 (1.96%) Economics
11 3 (1.96%) PMI
12 2 (1.31%) Cyberthreat
12 2 (1.31%) Reference Data
12 2 (1.31%) Security Operations Centre
12 2 (1.31%) User Experience
13 1 (0.65%) Algorithms
13 1 (0.65%) Embedded Systems
Operating Systems
1 27 (17.65%) Linux
2 13 (8.50%) Android
2 13 (8.50%) Apple iOS
3 12 (7.84%) Unix
4 8 (5.23%) Windows
5 1 (0.65%) Oracle Linux
5 1 (0.65%) Windows 7
5 1 (0.65%) Windows Vista
5 1 (0.65%) Windows XP
Processes & Methodologies
1 153 (100.00%) Analytics
2 61 (39.87%) Machine Learning
3 54 (35.29%) Agile Software Development
4 35 (22.88%) Big Data Analytics
5 31 (20.26%) Business Intelligence
5 31 (20.26%) Software Engineering
6 28 (18.30%) Data Analysis
6 28 (18.30%) Scrum
7 26 (16.99%) DevOps
8 24 (15.69%) MapReduce
9 22 (14.38%) ETL
10 19 (12.42%) Prototyping
11 18 (11.76%) Data Visualisation
12 15 (9.80%) Continuous Improvement
12 15 (9.80%) Time Management
13 14 (9.15%) Cybersecurity
13 14 (9.15%) Data Management
13 14 (9.15%) Open Source
13 14 (9.15%) OpenUP
14 13 (8.50%) Statistical Modelling
Programming Languages
1 99 (64.71%) Java
2 93 (60.78%) Python
3 78 (50.98%) C++
4 70 (45.75%) SQL
5 57 (37.25%) R
6 48 (31.37%) Scala
7 42 (27.45%) JavaScript
8 38 (24.84%) Perl
9 34 (22.22%) MATLAB
10 26 (16.99%) C
11 24 (15.69%) Ruby
12 11 (7.19%) C#
13 10 (6.54%) VB
14 3 (1.96%) PL/SQL
14 3 (1.96%) T-SQL
15 2 (1.31%) Bash Shell
15 2 (1.31%) Haskell
16 1 (0.65%) Clojure
16 1 (0.65%) Erlang
16 1 (0.65%) Lisp
Qualifications
1 71 (46.41%) Degree
2 46 (30.07%) PhD
3 39 (25.49%) Security Cleared
4 24 (15.69%) SC Cleared
5 14 (9.15%) DV Cleared
6 3 (1.96%) PMI Certification
7 1 (0.65%) CEH
7 1 (0.65%) CISA
7 1 (0.65%) CISM
7 1 (0.65%) CISSP
7 1 (0.65%) GIAC
7 1 (0.65%) SANS
Quality Assurance & Compliance
1 10 (6.54%) Data Quality
2 6 (3.92%) ISO 14001
2 6 (3.92%) ISO 9001
3 2 (1.31%) CRD IV
3 2 (1.31%) EMIR
3 2 (1.31%) MiFID
System Software
1 20 (13.07%) Hyper-V
1 20 (13.07%) VMware Infrastructure
2 7 (4.58%) Firmware
Systems Management
1 2 (1.31%) Opscode Chef
1 2 (1.31%) Puppet
Vendors
1 43 (28.10%) Oracle
2 20 (13.07%) VMware
3 17 (11.11%) Microsoft
3 17 (11.11%) Tableau
4 11 (7.19%) TIBCO
5 5 (3.27%) SAP
6 4 (2.61%) Informatica
7 2 (1.31%) ArcSight
7 2 (1.31%) Blue Coat
7 2 (1.31%) Cisco
7 2 (1.31%) FireEye
7 2 (1.31%) Forcepoint
7 2 (1.31%) Hortonworks
7 2 (1.31%) HP
7 2 (1.31%) Juniper
7 2 (1.31%) Palo Alto
7 2 (1.31%) Red Hat
8 1 (0.65%) ESRI
8 1 (0.65%) Google
8 1 (0.65%) Intel
Bristol, Avon
Opus Recruitment Solutions Ltd
Salary: £30000 - £45000 per annum
Posted: 19 hours ago
Bristol, Avon
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Salary: £25000 - £32000 per annum + Benefits
Posted: 19 hours ago
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Salary: Competitive + Benefits
Posted: 8 days ago
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Salary: Competive plus benefits
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Salary: Competitive salary plus bonus and benefits
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Salary: Competitive
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Salary: £28000 - £50000 per annum + benefits
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