Period
to 18 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Gloucestershire 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 2018 with a comparison to the same period in the previous 2 years.

Analytics
South West > Gloucestershire
6 months to
18 Nov 2018
Same period 2017 Same period 2016
Rank 40 83 93
Rank change year-on-year +43 +10 -24
Permanent jobs citing Analytics 101 56 76
As % of all permanent IT jobs advertised in Gloucestershire 6.49% 3.74% 3.35%
As % of the Processes & Methodologies category 7.04% 4.14% 3.61%
Number of salaries quoted 75 46 56
Gloucestershire median annual salary £60,000 £47,500 £47,500
Median salary % change year-on-year +26.32% - -13.64%
10th Percentile £34,850 £23,125 £32,500
90th Percentile £76,250 £76,250 £60,625
South West median annual salary £52,500 £47,500 £47,500
% change year-on-year +10.53% - -

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 Gloucestershire with a requirement for process or methodology skills.

All Process and Methodology Skills
Gloucestershire
Permanent vacancies with a requirement for process or methodology skills 1,434 1,353 2,104
As % of all permanent IT jobs advertised in Gloucestershire 92.10% 90.38% 92.65%
Number of salaries quoted 1,118 1,102 1,725
Gloucestershire median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% -
10th Percentile £26,250 £25,500 £26,250
90th Percentile £68,750 £62,500 £62,500
South West median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% -

Analytics
Job Vacancy Trend in Gloucestershire

Job postings citing Analytics as a percentage of all IT jobs advertised in Gloucestershire.

Job vacancy trend for Analytics in Gloucestershire

Analytics
Salary Trend in Gloucestershire

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

Salary trend for Analytics in Gloucestershire

Analytics
Salary Histogram in Gloucestershire

The salary distribution of IT jobs citing Analytics in Gloucestershire over the 6 months to 18 November 2018.

Salary histogram for Analytics in Gloucestershire

Analytics
Job Locations in Gloucestershire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytics within the Gloucestershire region over the 6 months to 18 November 2018. 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
Cheltenham +14 26 £60,000 +52.87% 4
Gloucester +23 24 £57,500 +35.29% 5
Cirencester +11 8 £70,000 +143.48% 1
Tewkesbury - 1 £35,000 -
Analytics
South West

For the 6 months to 18 November 2018, IT jobs citing Analytics also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Gloucestershire region with a requirement for Analytics.

1 50 (49.50%) Data Analytics
2 42 (41.58%) Security Cleared
3 39 (38.61%) DV Cleared
4 38 (37.62%) Degree
5 36 (35.64%) Python
6 33 (32.67%) Data Science
7 31 (30.69%) C
7 31 (30.69%) SC Cleared
8 29 (28.71%) Agile Software Development
9 27 (26.73%) Machine Learning
10 26 (25.74%) Java
11 24 (23.76%) C++
12 22 (21.78%) Statistics
13 20 (19.80%) JavaScript
14 17 (16.83%) Artificial Intelligence
14 17 (16.83%) Software Engineering
14 17 (16.83%) AngularJS
14 17 (16.83%) Amazon AWS
14 17 (16.83%) Mathematics
15 16 (15.84%) Business Development
15 16 (15.84%) Microsoft Azure
15 16 (15.84%) Big Data
15 16 (15.84%) Finance
16 14 (13.86%) PowerShell
16 14 (13.86%) Git (software)
17 13 (12.87%) Computer Science
17 13 (12.87%) R
17 13 (12.87%) SQL
17 13 (12.87%) IT Strategy
18 12 (11.88%) Algorithms

Analytics
Co-occurring IT Skills in Gloucestershire 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 10 (9.90%) Apache Spark
2 8 (7.92%) SAS
3 6 (5.94%) Apache Pig
4 5 (4.95%) Elasticsearch
5 4 (3.96%) Apache
6 3 (2.97%) WordPress
7 1 (0.99%) CMS
Applications
1 6 (5.94%) Chatbot
2 1 (0.99%) Microsoft Excel
Business Applications
1 3 (2.97%) Cognos TM1
2 1 (0.99%) Cognos Planning
Cloud Services
1 17 (16.83%) Amazon AWS
2 16 (15.84%) Microsoft Azure
3 6 (5.94%) Google Play
4 5 (4.95%) Cloud Computing
5 4 (3.96%) Google Analytics
6 1 (0.99%) Amazon EC2
6 1 (0.99%) Amazon EMR
6 1 (0.99%) Azure Data Factory
6 1 (0.99%) IaaS
6 1 (0.99%) PaaS
Communications & Networking
1 4 (3.96%) Internet
2 2 (1.98%) TCP/IP
2 2 (1.98%) VLAN
Database & Business Intelligence
1 16 (15.84%) Big Data
2 12 (11.88%) Data Warehouse
3 9 (8.91%) Apache Hive
4 8 (7.92%) Hadoop
5 5 (4.95%) MongoDB
5 5 (4.95%) MySQL
6 4 (3.96%) Data Lake
6 4 (3.96%) Neo4j
6 4 (3.96%) SQL Server Integration Services
7 3 (2.97%) Amazon Redshift
7 3 (2.97%) Apache Cassandra
7 3 (2.97%) BusinessObjects
7 3 (2.97%) Data Mining
7 3 (2.97%) Presto
7 3 (2.97%) Text Mining
8 2 (1.98%) PostgreSQL
9 1 (0.99%) Azure SQL Database
9 1 (0.99%) SQL Server
9 1 (0.99%) SQL Server Analysis Services
9 1 (0.99%) SQL Server Reporting Services
Development Applications
1 14 (13.86%) Git (software)
2 3 (2.97%) ERwin
2 3 (2.97%) Maven
2 3 (2.97%) Subversion
3 2 (1.98%) Cucumber
3 2 (1.98%) GitLab
3 2 (1.98%) Jenkins
3 2 (1.98%) Selenium
3 2 (1.98%) Vagrant
General
1 16 (15.84%) Finance
2 8 (7.92%) Marketing
3 7 (6.93%) Law
4 6 (5.94%) Electronics
4 6 (5.94%) Manufacturing
4 6 (5.94%) Telecoms
5 1 (0.99%) Advertising
5 1 (0.99%) Retail
Job Titles
1 24 (23.76%) Data Scientist
2 18 (17.82%) Developer
3 13 (12.87%) Senior Data Scientist
4 9 (8.91%) Software Developer
5 8 (7.92%) Systems Engineer
6 7 (6.93%) Software Engineer
7 6 (5.94%) Android Engineer
8 5 (4.95%) Architect
8 5 (4.95%) Integration Engineer
8 5 (4.95%) JavaScript Developer
8 5 (4.95%) Principal Engineer
8 5 (4.95%) Principal Systems Engineer
8 5 (4.95%) Test and Integration Engineer
8 5 (4.95%) Test Engineer
9 4 (3.96%) Data Architect
9 4 (3.96%) Java Developer
10 3 (2.97%) C++ Developer
10 3 (2.97%) C++ Software Developer
10 3 (2.97%) PHP Developer
10 3 (2.97%) Systems Test Engineer
Libraries, Frameworks & Software Standards
1 17 (16.83%) AngularJS
2 11 (10.89%) HTML
3 9 (8.91%) J2EE
3 9 (8.91%) Node.js
4 8 (7.92%) React
4 8 (7.92%) XML
5 6 (5.94%) Java EE
5 6 (5.94%) Retrofit
5 6 (5.94%) RxJava
5 6 (5.94%) Spring
6 5 (4.95%) Middleware
6 5 (4.95%) Vue.js
7 4 (3.96%) CSS
7 4 (3.96%) EJB
7 4 (3.96%) Hibernate
8 3 (2.97%) JSON
8 3 (2.97%) LAMP
8 3 (2.97%) Web Services
9 2 (1.98%) Django
9 2 (1.98%) Spring Boot
Miscellaneous
1 13 (12.87%) Computer Science
2 12 (11.88%) Algorithms
3 11 (10.89%) Analytical Skills
4 7 (6.93%) Cybercrime
5 6 (5.94%) Greenfield Project
6 5 (4.95%) Cyber Defence
6 5 (4.95%) Social Media
7 4 (3.96%) Data Protection Act
7 4 (3.96%) Management Information System
8 3 (2.97%) Data Structures
8 3 (2.97%) Industry 4.0
8 3 (2.97%) Self-Motivation
9 2 (1.98%) Blog
9 2 (1.98%) CUDA
9 2 (1.98%) Embedded Systems
9 2 (1.98%) Enterprise Software
9 2 (1.98%) Public Cloud
9 2 (1.98%) User Experience
9 2 (1.98%) Virtual Team
10 1 (0.99%) Mobile App
Operating Systems
1 11 (10.89%) Android
2 7 (6.93%) Linux
3 6 (5.94%) Unix
4 5 (4.95%) Apple iOS
5 3 (2.97%) Windows
Processes & Methodologies
1 50 (49.50%) Data Analytics
2 33 (32.67%) Data Science
3 29 (28.71%) Agile Software Development
4 27 (26.73%) Machine Learning
5 22 (21.78%) Statistics
6 17 (16.83%) Artificial Intelligence
6 17 (16.83%) Mathematics
6 17 (16.83%) Software Engineering
7 16 (15.84%) Business Development
8 13 (12.87%) IT Strategy
9 12 (11.88%) Business Intelligence
10 11 (10.89%) Cybersecurity
10 11 (10.89%) Mentoring
11 10 (9.90%) Open Source
11 10 (9.90%) TDD
12 9 (8.91%) Data Analysis
12 9 (8.91%) Enterprise Architecture
12 9 (8.91%) Scrum
13 8 (7.92%) Operations Research
13 8 (7.92%) Programme Management
Programming Languages
1 36 (35.64%) Python
2 31 (30.69%) C
3 26 (25.74%) Java
4 24 (23.76%) C++
5 20 (19.80%) JavaScript
6 14 (13.86%) PowerShell
7 13 (12.87%) R
7 13 (12.87%) SQL
8 11 (10.89%) Ruby
9 9 (8.91%) C#
10 7 (6.93%) Perl
11 5 (4.95%) Go
12 3 (2.97%) PHP
13 2 (1.98%) Bash Shell
14 1 (0.99%) Rust
14 1 (0.99%) VBA
Qualifications
1 42 (41.58%) Security Cleared
2 39 (38.61%) DV Cleared
3 38 (37.62%) Degree
4 31 (30.69%) SC Cleared
5 5 (4.95%) Master's Degree
6 4 (3.96%) PhD
7 2 (1.98%) Computer Science Degree
8 1 (0.99%) ITIL Certification
Quality Assurance & Compliance
1 5 (4.95%) Data Quality
1 5 (4.95%) GDPR
System Software
1 7 (6.93%) Docker
2 2 (1.98%) VirtualBox
2 2 (1.98%) vSphere
Systems Management
1 3 (2.97%) Ansible
1 3 (2.97%) Plesk
2 2 (1.98%) Kubernetes
2 2 (1.98%) Opscode Chef
2 2 (1.98%) Puppet
2 2 (1.98%) Salt
Vendors
1 10 (9.90%) Google
2 6 (5.94%) Cognos
2 6 (5.94%) SAP
3 3 (2.97%) Informatica
3 3 (2.97%) Talend
4 1 (0.99%) IBM
4 1 (0.99%) Microsoft
4 1 (0.99%) Tableau