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 average salaries offered in IT jobs that have cited Data Analytics over the 3 months to 1 May 2016 with a comparison to the same period in the previous 2 years.

3 months to
1 May 2016
Same period 2015 Same period 2014
Data Analytics
Rank 169 223 224
Rank change year-on-year
+54 +1
Permanent jobs citing Data Analytics 86 21 18
As % of all permanent IT jobs located in the South West 1.52% 0.34% 0.31%
As % of the Processes & Methodologies category 1.74% 0.39% 0.36%
Number of salaries quoted 58 10 11
Average salary £55,000 £45,000 £65,000
Average salary % change year-on-year
+22.22% -30.76%
90% offered a salary of more than £38,500 £29,000 £37,500
10% offered a salary of more than £120,000 £60,000 £76,000
UK excluding London average salary £52,500 £45,000 £46,000
% change year-on-year
+16.66% -2.17%
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 5322 5020
As % of all permanent IT jobs located in the South West 87.32% 86.02% 86.05%
Number of salaries quoted 4095 4342 4169
Average salary £42,500 £40,000 £40,000
Average salary % change year-on-year
+6.25% -
90% offered a salary of more than £30,000 £27,500 £27,500
10% offered a salary of more than £65,000 £60,000 £62,500
UK excluding London average salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Analytics
Jobs Demand Trend in the South West

This chart provides a 3-month moving total of permanent IT jobs citing Data Analytics across the South West region as a proportion of the total demand within 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 1 May 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 average salaries quoted in IT jobs citing Data Analytics within the South West region over the 3 months to 1 May 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Gloucestershire +29 40 £54,500 -9.16% 7
Bristol +15 20 £43,125 +7.81% 6
Devon +26 17 £120,000 +313.79%
Wiltshire - 6 £38,500 - 1
Somerset -2 3 £70,000 +36.58% 1
Data Analytics
England

Data Analytics
Top 30 Related IT Skills in the South West

For the 6 months to 1 May 2016, IT jobs across the South West region citing Data Analytics also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Analytics.

1 139 (100.00%) Analytics
2 62 (44.60%) Java
3 54 (38.85%) SQL
3 54 (38.85%) Big Data
4 45 (32.37%) C++
4 45 (32.37%) Security Cleared
5 44 (31.65%) Degree
5 44 (31.65%) Python
6 42 (30.22%) Agile Software Development
7 40 (28.78%) JavaScript
8 37 (26.62%) Machine Learning
9 36 (25.90%) Finance
10 35 (25.18%) MongoDB
11 34 (24.46%) Analytical Skills
12 33 (23.74%) Cybersecurity
13 32 (23.02%) DV Cleared
14 31 (22.30%) Computer Science
14 31 (22.30%) NoSQL
14 31 (22.30%) Hadoop
14 31 (22.30%) OO
15 30 (21.58%) PhD
15 30 (21.58%) Data Analysis
15 30 (21.58%) Software Engineering
16 29 (20.86%) Visualisation
16 29 (20.86%) Android
16 29 (20.86%) Apple iOS
16 29 (20.86%) R
17 28 (20.14%) XML
18 26 (18.71%) ETL
19 24 (17.27%) SAS

Data Analytics
Top Related IT Skills in the South West by Category

For the 6 months to 1 May 2016, IT jobs across the South West region citing Data Analytics also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Analytics. Up to 20 skills are shown per category.

Application Platforms
1 24 (17.27%) SAS
2 22 (15.83%) Apache Spark
3 17 (12.23%) Apache Pig
4 16 (11.51%) Node.js
5 10 (7.19%) CMS
6 5 (3.60%) Elasticsearch
7 3 (2.16%) SharePoint
8 2 (1.44%) SharePoint 2010
8 2 (1.44%) SharePoint 2013
9 1 (0.72%) PowerExchange
Applications
1 8 (5.76%) SPSS
2 4 (2.88%) MS Excel
3 3 (2.16%) MS Office
3 3 (2.16%) MS Visio
Business Applications
1 1 (0.72%) SAP Oil and Gas
Cloud Services
1 7 (5.04%) SaaS
Communications & Networking
1 3 (2.16%) Internet
2 2 (1.44%) HTTPS
Database & Business Intelligence
1 54 (38.85%) Big Data
2 35 (25.18%) MongoDB
3 31 (22.30%) Hadoop
3 31 (22.30%) NoSQL
4 20 (14.39%) Apache Hive
4 20 (14.39%) MySQL
5 17 (12.23%) SQL Server
6 16 (11.51%) Data Mining
7 14 (10.07%) Relational Database
8 13 (9.35%) Neo4j
9 12 (8.63%) QlikView
10 11 (7.91%) Amazon Redshift
10 11 (7.91%) Impala
10 11 (7.91%) Parquet
11 9 (6.47%) SQL Server Reporting Services
12 7 (5.04%) SQL Server Integration Services
13 6 (4.32%) Apache Cassandra
14 5 (3.60%) Data Warehouse
14 5 (3.60%) RDBMS
15 4 (2.88%) PostgreSQL
Development Applications
1 10 (7.19%) Git (software)
1 10 (7.19%) Grunt
1 10 (7.19%) gulp
2 6 (4.32%) JUnit
3 2 (1.44%) Visual Studio
4 1 (0.72%) JMeter
4 1 (0.72%) ProC
4 1 (0.72%) Selenium
4 1 (0.72%) TestComplete
General
1 36 (25.90%) Finance
2 10 (7.19%) Games
3 9 (6.47%) Telecoms
4 6 (4.32%) Banking
4 6 (4.32%) Investment Banking
4 6 (4.32%) Manufacturing
5 3 (2.16%) Marketing
5 3 (2.16%) Publishing
6 2 (1.44%) German Language
6 2 (1.44%) Italian Language
6 2 (1.44%) Spanish Language
7 1 (0.72%) Electronics
7 1 (0.72%) Financial Institution
7 1 (0.72%) Legal
7 1 (0.72%) Portuguese Language
Job Titles
1 46 (33.09%) Developer
2 35 (25.18%) Analyst
3 27 (19.42%) Data Analyst
4 24 (17.27%) Test Engineer
5 19 (13.67%) Software Test Engineer
6 17 (12.23%) Data Scientist
7 13 (9.35%) SQL Analyst
7 13 (9.35%) SQL Data Analyst
8 11 (7.91%) Analyst Developer
8 11 (7.91%) Chief Technology Officer
9 9 (6.47%) ETL Analyst
10 8 (5.76%) JavaScript Developer
11 6 (4.32%) Agile Developer
11 6 (4.32%) ArcSight Specialist
11 6 (4.32%) Software Developer
11 6 (4.32%) Technical Specialist
11 6 (4.32%) UI Developer
12 5 (3.60%) Developer Analyst
12 5 (3.60%) Systems Engineer
13 4 (2.88%) Senior Developer
Libraries, Frameworks & Software Standards
1 28 (20.14%) XML
2 24 (17.27%) AngularJS
3 23 (16.55%) HTML
3 23 (16.55%) HTML5
4 22 (15.83%) J2EE
5 21 (15.11%) CSS
6 12 (8.63%) JSON
7 11 (7.91%) CSS3
7 11 (7.91%) Spark Streaming
8 10 (7.19%) Ajax
9 9 (6.47%) .NET
9 9 (6.47%) ODBC
10 8 (5.76%) jQuery
11 6 (4.32%) Natural Language Processing
11 6 (4.32%) React
11 6 (4.32%) Twitter Bootstrap
12 5 (3.60%) Apache Camel
12 5 (3.60%) Hibernate
12 5 (3.60%) Middleware
12 5 (3.60%) Spring
Miscellaneous
1 34 (24.46%) Analytical Skills
2 31 (22.30%) Computer Science
3 29 (20.86%) Visualisation
4 21 (15.11%) Mathematics
5 19 (13.67%) Management Information System
6 17 (12.23%) Artificial Intelligence
7 9 (6.47%) Cyberthreat
7 9 (6.47%) Statistics
8 7 (5.04%) User Experience
9 6 (4.32%) Cybercrime
9 6 (4.32%) Data Integration
9 6 (4.32%) Security Operations Centre
10 5 (3.60%) PKI
11 4 (2.88%) Mobile App
12 3 (2.16%) Digital Media
12 3 (2.16%) Smartphone
13 2 (1.44%) Algorithms
13 2 (1.44%) Neural Network
14 1 (0.72%) Social Media
14 1 (0.72%) SWIFT
Operating Systems
1 29 (20.86%) Android
1 29 (20.86%) Apple iOS
2 22 (15.83%) Windows
3 18 (12.95%) Unix
4 14 (10.07%) Linux
5 5 (3.60%) Windows Server
6 1 (0.72%) Mac OS X
6 1 (0.72%) Ubuntu
Processes & Methodologies
1 139 (100.00%) Analytics
2 42 (30.22%) Agile Software Development
3 37 (26.62%) Machine Learning
4 33 (23.74%) Cybersecurity
5 31 (22.30%) OO
6 30 (21.58%) Data Analysis
6 30 (21.58%) Software Engineering
7 26 (18.71%) ETL
8 23 (16.55%) Data Management
8 23 (16.55%) Data Visualisation
9 21 (15.11%) Big Data Analytics
10 20 (14.39%) Business Intelligence
11 18 (12.95%) Statistical Modelling
12 17 (12.23%) MapReduce
13 16 (11.51%) Open Source
14 14 (10.07%) OpenUP
14 14 (10.07%) System Testing
15 11 (7.91%) Mentoring
15 11 (7.91%) RDF
15 11 (7.91%) Web Development
Programming Languages
1 62 (44.60%) Java
2 54 (38.85%) SQL
3 45 (32.37%) C++
4 44 (31.65%) Python
5 40 (28.78%) JavaScript
6 29 (20.86%) R
7 20 (14.39%) Perl
8 16 (11.51%) Scala
9 13 (9.35%) C
9 13 (9.35%) VB
10 11 (7.91%) Ruby
11 8 (5.76%) C#
12 5 (3.60%) MATLAB
12 5 (3.60%) PHP
13 3 (2.16%) Erlang
14 2 (1.44%) SAS Macro
15 1 (0.72%) T-SQL
Qualifications
1 45 (32.37%) Security Cleared
2 44 (31.65%) Degree
3 32 (23.02%) DV Cleared
4 30 (21.58%) PhD
5 11 (7.91%) SC Cleared
Quality Assurance & Compliance
1 3 (2.16%) Data Quality
2 1 (0.72%) CRD IV
2 1 (0.72%) EMIR
2 1 (0.72%) MiFID
2 1 (0.72%) SEPA
System Software
1 5 (3.60%) Hyper-V
1 5 (3.60%) VMware Infrastructure
Vendors
1 18 (12.95%) Oracle
2 16 (11.51%) Microsoft
3 15 (10.79%) Tableau
4 11 (7.91%) TIBCO
5 6 (4.32%) ArcSight
5 6 (4.32%) Blue Coat
5 6 (4.32%) Cisco
5 6 (4.32%) FireEye
5 6 (4.32%) Forcepoint
5 6 (4.32%) Hortonworks
5 6 (4.32%) HP
5 6 (4.32%) Juniper
5 6 (4.32%) Palo Alto
6 5 (3.60%) VMware
7 3 (2.16%) IBM
8 2 (1.44%) Cloudera
8 2 (1.44%) i2
9 1 (0.72%) Informatica
9 1 (0.72%) SAP
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