Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the South West with a requirement for Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytics over the 6 months to 18 November 2017 with a comparison to the same period in the previous 2 years.

Analytics
England > South West
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 84 99 100
Rank change year-on-year +15 +1 +50
Permanent jobs citing Analytics 392 336 356
As % of all permanent IT jobs advertised in the South West 3.82% 3.07% 2.99%
As % of the Processes & Methodologies category 4.26% 3.46% 3.37%
Number of salaries quoted 312 258 273
South West median annual salary £47,500 £47,500 £47,500
10th Percentile £28,188 £29,750 £31,900
90th Percentile £75,000 £68,250 £65,000
England median annual salary £55,000 £55,000 £51,459
% change year-on-year - +6.88% +2.92%

Analytics is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the South West with a requirement for process or methodology skills.

All Process and Methodology Skills
South West
Permanent vacancies with a requirement for process or methodology skills 9192 9719 10557
As % of all permanent IT jobs advertised in the South West 89.56% 88.87% 88.80%
Number of salaries quoted 7569 8101 8871
South West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +3.90%
10th Percentile £26,250 £26,250 £25,000
90th Percentile £65,000 £63,750 £63,250
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Analytics
Job Vacancy Trend in the South West

Job postings citing Analytics as a percentage of all IT jobs advertised in the South West.

Job vacancy trend for Analytics in the South West

Analytics
Salary Trend in the South West

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

Salary trend for Analytics in the South West

Analytics
Salary Histogram in the South West

The salary distribution of IT jobs citing Analytics in the South West over the 6 months to 18 November 2017.

Salary histogram for Analytics in the South West

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 Analytics within the South West region over the 6 months to 18 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Bristol +16 142 £55,000 +22.22% 8
Somerset +38 59 £46,250 -2.63% 4
Wiltshire +13 56 £40,000 -15.79% 5
Gloucestershire +10 56 £47,500 - 4
Devon 0 35 £44,000 -12.00%
Dorset +19 34 £40,000 -5.88% 2
Cornwall -12 1 - -
Analytics
England

For the 6 months to 18 November 2017, IT jobs citing 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 Analytics.

1 147 (37.50%) SQL
2 126 (32.14%) Business Intelligence
3 123 (31.38%) Agile Software Development
4 108 (27.55%) Python
5 95 (24.23%) Data Analytics
6 81 (20.66%) Java
7 75 (19.13%) Degree
8 69 (17.60%) Marketing
8 69 (17.60%) JavaScript
9 64 (16.33%) SQL Server
10 60 (15.31%) Data Warehouse
11 59 (15.05%) Finance
11 59 (15.05%) Tableau
12 58 (14.80%) Big Data
13 56 (14.29%) Analytical Skills
14 55 (14.03%) ETL
15 54 (13.78%) Security Cleared
16 52 (13.27%) Visualisation
17 49 (12.50%) Amazon AWS
18 46 (11.73%) HTML
19 44 (11.22%) CSS
19 44 (11.22%) Microsoft
19 44 (11.22%) Data Management
20 43 (10.97%) Test Automation
20 43 (10.97%) Google
21 42 (10.71%) Data Modelling
21 42 (10.71%) AngularJS
22 41 (10.46%) Machine Learning
22 41 (10.46%) User Experience
22 41 (10.46%) Mathematics

Analytics
Co-occurring 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 38 (9.69%) Apache Spark
2 19 (4.85%) Elasticsearch
3 14 (3.57%) Apache
4 9 (2.30%) SharePoint
5 7 (1.79%) SAS
6 6 (1.53%) CMS
6 6 (1.53%) IIS
6 6 (1.53%) OpenStack
6 6 (1.53%) SharePoint 2010
6 6 (1.53%) SharePoint 2013
7 5 (1.28%) Apache Pig
8 4 (1.02%) Apache Solr
9 3 (0.77%) nginx
10 1 (0.26%) Drupal
10 1 (0.26%) JBoss
10 1 (0.26%) Tomcat
10 1 (0.26%) WordPress
Applications
1 30 (7.65%) Microsoft Excel
2 12 (3.06%) SPSS
3 6 (1.53%) Adobe Illustrator
3 6 (1.53%) Photoshop
4 5 (1.28%) Spreadsheet
5 4 (1.02%) SPSS Modeler
6 2 (0.51%) Microsoft Office
6 2 (0.51%) Microsoft PowerPoint
Business Applications
1 8 (2.04%) Dynamics NAV
2 6 (1.53%) Maximo
3 5 (1.28%) SAP Business ByDesign
3 5 (1.28%) SAP Business One
4 4 (1.02%) Dynamics AX
5 2 (0.51%) Adobe Campaign
5 2 (0.51%) Dynamics CRM
5 2 (0.51%) Magento
5 2 (0.51%) Shopify
6 1 (0.26%) SAP ERP
6 1 (0.26%) SAP Hybris
6 1 (0.26%) SAP InfiniteInsight
6 1 (0.26%) SDL Web 8
6 1 (0.26%) WebTrends
Cloud Services
1 49 (12.50%) Amazon AWS
2 24 (6.12%) Microsoft Azure
3 20 (5.10%) Google Analytics
4 14 (3.57%) Amazon Kinesis
5 12 (3.06%) Amazon EMR
5 12 (3.06%) GitHub
6 11 (2.81%) Google Cloud Platform
7 7 (1.79%) SaaS
8 5 (1.28%) Azure Data Factory
8 5 (1.28%) Cortana Intelligence Suite
9 4 (1.02%) Amazon S3
10 3 (0.77%) AWS Elastic Beanstalk
10 3 (0.77%) AWS Lambda
11 2 (0.51%) Adobe Analytics
11 2 (0.51%) Bluemix
11 2 (0.51%) Dynamics 365
11 2 (0.51%) IBM Cloud
11 2 (0.51%) Slack
11 2 (0.51%) Yarn
12 1 (0.26%) Cloud Computing
Communications & Networking
1 22 (5.61%) Internet
2 17 (4.34%) Firewall
3 16 (4.08%) HTTP
4 11 (2.81%) DNS
5 6 (1.53%) FTP
6 5 (1.28%) VPN
7 2 (0.51%) SMS
8 1 (0.26%) ICMP
8 1 (0.26%) Kerberos
8 1 (0.26%) MQTT
8 1 (0.26%) SNMP
8 1 (0.26%) TCP/IP
Database & Business Intelligence
1 64 (16.33%) SQL Server
2 60 (15.31%) Data Warehouse
3 58 (14.80%) Big Data
4 32 (8.16%) Power BI
5 28 (7.14%) Hadoop
6 27 (6.89%) PostgreSQL
6 27 (6.89%) SQL Server Integration Services
7 26 (6.63%) SQL Server Reporting Services
8 25 (6.38%) Relational Database
9 24 (6.12%) Amazon Redshift
10 19 (4.85%) MongoDB
11 18 (4.59%) SQL Server Analysis Services
12 17 (4.34%) Apache Cassandra
13 16 (4.08%) MySQL
14 15 (3.83%) BusinessObjects
15 14 (3.57%) QlikView
16 13 (3.32%) Apache Hive
17 12 (3.06%) Neo4j
17 12 (3.06%) RDBMS
18 11 (2.81%) BigQuery
Development Applications
1 29 (7.40%) Git (software)
2 21 (5.36%) Jenkins
3 11 (2.81%) Team Foundation Server
4 10 (2.55%) Cucumber
4 10 (2.55%) Oracle Forms
5 8 (2.04%) GitLab
5 8 (2.04%) Selenium
6 7 (1.79%) JIRA
7 6 (1.53%) gulp
7 6 (1.53%) Visual Studio
8 5 (1.28%) ERwin
8 5 (1.28%) Gradle
9 4 (1.02%) Balsamiq Mockups
9 4 (1.02%) Grunt
9 4 (1.02%) PHPUnit
9 4 (1.02%) RStudio
10 3 (0.77%) Talend Open Studio
10 3 (0.77%) webpack
11 2 (0.51%) Mercurial
11 2 (0.51%) NetBeans
General
1 69 (17.60%) Marketing
2 59 (15.05%) Finance
3 24 (6.12%) Electronics
4 23 (5.87%) Telecoms
5 21 (5.36%) Manufacturing
6 15 (3.83%) Retail
7 9 (2.30%) Back Office
7 9 (2.30%) Front Office
8 7 (1.79%) Advertising
9 6 (1.53%) Law
10 5 (1.28%) Banking
10 5 (1.28%) Legal
11 4 (1.02%) Private Banking
12 3 (0.77%) Games
13 2 (0.51%) Military
14 1 (0.26%) Digital Economy
14 1 (0.26%) Publishing
Job Titles
1 97 (24.74%) Developer
2 76 (19.39%) Analyst
3 34 (8.67%) Data Analyst
4 26 (6.63%) Consultant
5 25 (6.38%) Java Developer
6 21 (5.36%) Junior
7 17 (4.34%) .NET Developer
7 17 (4.34%) Analytics Manager
7 17 (4.34%) Senior Developer
8 16 (4.08%) Data Manager
8 16 (4.08%) Software Engineer
9 15 (3.83%) Architect
10 14 (3.57%) Data Engineer
10 14 (3.57%) Insight Manager
10 14 (3.57%) JavaScript Developer
10 14 (3.57%) SQL Analyst
11 13 (3.32%) Data Scientist
11 13 (3.32%) Product Manager
12 12 (3.06%) Business Intelligence Consultant
12 12 (3.06%) Junior Developer
Libraries, Frameworks & Software Standards
1 46 (11.73%) HTML
2 44 (11.22%) CSS
3 42 (10.71%) AngularJS
4 34 (8.67%) Node.js
4 34 (8.67%) React
5 31 (7.91%) jQuery
6 30 (7.65%) .NET
7 26 (6.63%) Web Services
8 22 (5.61%) Spring
9 21 (5.36%) HTML5
9 21 (5.36%) REST
10 18 (4.59%) Hibernate
11 17 (4.34%) MLlib
11 17 (4.34%) XML
12 16 (4.08%) Twitter Bootstrap
13 14 (3.57%) CSS3
13 14 (3.57%) JSON
14 13 (3.32%) .NET Framework
14 13 (3.32%) Backbone.js
15 12 (3.06%) ASP.NET MVC
Miscellaneous
1 56 (14.29%) Analytical Skills
2 41 (10.46%) User Experience
3 20 (5.10%) Mobile App
4 17 (4.34%) Algorithms
5 14 (3.57%) Computer Science
6 11 (2.81%) Clustering
7 10 (2.55%) Fintech
7 10 (2.55%) Virtual Team
8 9 (2.30%) Derivative
8 9 (2.30%) Foreign Exchange (FX)
8 9 (2.30%) Greenfield Project
8 9 (2.30%) OTC Derivatives
9 8 (2.04%) Internet of Things
10 7 (1.79%) Management Information System
10 7 (1.79%) Social Media
11 6 (1.53%) CESG
11 6 (1.53%) CESG CLAS
11 6 (1.53%) Cyber Defence
12 5 (1.28%) Data Protection Act
12 5 (1.28%) Embedded Systems
Operating Systems
1 24 (6.12%) Linux
2 9 (2.30%) Unix
3 8 (2.04%) Android
3 8 (2.04%) Apple iOS
4 6 (1.53%) Windows
5 3 (0.77%) OpenWrt
6 2 (0.51%) Debian
6 2 (0.51%) Embedded Linux
6 2 (0.51%) Ubuntu
6 2 (0.51%) Windows Server
Processes & Methodologies
1 126 (32.14%) Business Intelligence
2 123 (31.38%) Agile Software Development
3 95 (24.23%) Data Analytics
4 55 (14.03%) ETL
5 52 (13.27%) Visualisation
6 44 (11.22%) Data Management
7 43 (10.97%) Test Automation
8 42 (10.71%) Data Modelling
9 41 (10.46%) Machine Learning
9 41 (10.46%) Mathematics
10 37 (9.44%) Data Analysis
10 37 (9.44%) Software Engineering
11 31 (7.91%) DevOps
12 30 (7.65%) Digital Marketing
12 30 (7.65%) Migration
13 27 (6.89%) Digital Analytics
14 25 (6.38%) Scrum
15 22 (5.61%) Programme Management
15 22 (5.61%) Web Development
16 21 (5.36%) Artificial Intelligence
Programming Languages
1 147 (37.50%) SQL
2 108 (27.55%) Python
3 81 (20.66%) Java
4 69 (17.60%) JavaScript
5 40 (10.20%) R
6 30 (7.65%) C
6 30 (7.65%) C#
7 21 (5.36%) Scala
8 17 (4.34%) T-SQL
9 16 (4.08%) C++
10 14 (3.57%) PHP
11 12 (3.06%) Perl
12 10 (2.55%) VBA
13 9 (2.30%) MATLAB
14 8 (2.04%) PowerShell
15 7 (1.79%) Bash Shell
15 7 (1.79%) Ruby
15 7 (1.79%) VB
16 6 (1.53%) Shell Script
17 5 (1.28%) ES6
Qualifications
1 75 (19.13%) Degree
2 54 (13.78%) Security Cleared
3 35 (8.93%) SC Cleared
4 20 (5.10%) DV Cleared
5 17 (4.34%) Numerate Degree
6 10 (2.55%) PhD
7 7 (1.79%) Computer Science Degree
8 6 (1.53%) CESG Certified Professional
8 6 (1.53%) CISSP
8 6 (1.53%) CLAS
8 6 (1.53%) IISP
8 6 (1.53%) Master's Degree
8 6 (1.53%) MCPD
8 6 (1.53%) Microsoft Certification
9 5 (1.28%) BC Cleared
10 1 (0.26%) APMP
10 1 (0.26%) HND
10 1 (0.26%) ISEB
10 1 (0.26%) ISTQB
Quality Assurance & Compliance
1 13 (3.32%) Data Quality
2 11 (2.81%) QA
3 6 (1.53%) GPG13
3 6 (1.53%) HMG Security Policy Framework
3 6 (1.53%) ISO/IEC 27001
3 6 (1.53%) RMADS
4 2 (0.51%) Government Security Classifications
4 2 (0.51%) PMO
5 1 (0.26%) GCP
5 1 (0.26%) GDPR
5 1 (0.26%) SLA
System Software
1 19 (4.85%) Docker
2 10 (2.55%) Oracle RAC
3 6 (1.53%) Snort
4 4 (1.02%) VMware Infrastructure
5 2 (0.51%) KVM
5 2 (0.51%) Xen
6 1 (0.26%) Corosync
6 1 (0.26%) HDFS
Systems Management
1 10 (2.55%) Opscode Chef
1 10 (2.55%) Puppet
2 9 (2.30%) Ansible
3 6 (1.53%) ArcSight ESM
3 6 (1.53%) Host Intrusion Detection System
3 6 (1.53%) RSA Archer
3 6 (1.53%) RSA enVision
3 6 (1.53%) RSA Security Analytics
3 6 (1.53%) Symantec Endpoint Protection
4 5 (1.28%) Systems Management Server (SMS)
5 4 (1.02%) Terraform
6 2 (0.51%) Ganeti
6 2 (0.51%) Hadoop YARN
6 2 (0.51%) Kubernetes
6 2 (0.51%) Marathon
6 2 (0.51%) Mesos
7 1 (0.26%) CFEngine
7 1 (0.26%) HAProxy
7 1 (0.26%) Linux-HA
7 1 (0.26%) Pacemaker
Vendors
1 59 (15.05%) Tableau
2 44 (11.22%) Microsoft
3 43 (10.97%) Google
4 30 (7.65%) SAP
5 15 (3.83%) Oracle
6 11 (2.81%) Cognos
7 7 (1.79%) IBM
8 6 (1.53%) ArcSight
8 6 (1.53%) LogLogic
8 6 (1.53%) Sourcefire
8 6 (1.53%) Symantec
8 6 (1.53%) Trend Micro
9 4 (1.02%) Adobe
9 4 (1.02%) Twitter
9 4 (1.02%) VMware
9 4 (1.02%) Zend
10 3 (0.77%) Atlassian
10 3 (0.77%) Capita
10 3 (0.77%) Minitab
10 3 (0.77%) Talend