Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the South West with a requirement for Predictive Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Predictive Analytics over the 6 months to 19 November 2017 with a comparison to the same period in the previous 2 years.

Predictive Analytics
England > South West
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 297 342 340
Rank change year-on-year +45 -2 +3
Permanent jobs citing Predictive Analytics 19 3 27
As % of all permanent IT jobs advertised in the South West 0.19% 0.028% 0.23%
As % of the Processes & Methodologies category 0.21% 0.031% 0.26%
Number of salaries quoted 6 2 35
South West median annual salary £52,500 £75,000 £55,000
Median salary % change year-on-year -30.00% +36.36% +37.50%
10th Percentile £41,250 £67,000 £41,250
90th Percentile £61,250 £81,000 £62,500
England median annual salary £65,000 £57,500 £55,000
% change year-on-year +13.04% +4.55% -

Predictive 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 9149 9655 10558
As % of all permanent IT jobs advertised in the South West 89.57% 88.86% 88.80%
Number of salaries quoted 7532 8042 8867
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 £63,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Predictive Analytics
Job Vacancy Trend in the South West

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

Job vacancy trend for Predictive Analytics in the South West

Predictive Analytics
Salary Trend in the South West

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

Salary trend for Predictive Analytics in the South West

Predictive Analytics
Salary Histogram in the South West

The salary distribution of IT jobs citing Predictive Analytics in the South West over the 6 months to 19 November 2017.

Salary histogram for Predictive Analytics in the South West

Predictive 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 Predictive Analytics within the South West region over the 6 months to 19 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 - 19 £52,500 - 1
Predictive Analytics
England

For the 6 months to 19 November 2017, IT jobs citing Predictive 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 Predictive Analytics.

1 19 (100.00%) Analytics
2 14 (73.68%) Python
2 14 (73.68%) Degree
3 13 (68.42%) Agile Software Development
4 12 (63.16%) JavaScript
5 11 (57.89%) MongoDB
5 11 (57.89%) Neo4j
6 10 (52.63%) DevOps
6 10 (52.63%) Java
7 9 (47.37%) Git (software)
8 6 (31.58%) Microservices
8 6 (31.58%) Software Engineering
9 5 (26.32%) Adobe Illustrator
9 5 (26.32%) Ruby
9 5 (26.32%) Marketing
9 5 (26.32%) Firewall
9 5 (26.32%) VPN
9 5 (26.32%) DNS
9 5 (26.32%) HTML
9 5 (26.32%) Photoshop
9 5 (26.32%) CSS
9 5 (26.32%) Linux
9 5 (26.32%) Jenkins
9 5 (26.32%) Mobile App
9 5 (26.32%) Machine Learning
9 5 (26.32%) Bash Shell
9 5 (26.32%) Wireframes
10 4 (21.05%) React
10 4 (21.05%) Continuous Delivery
10 4 (21.05%) Terraform

Predictive 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 3 (15.79%) Elasticsearch
2 1 (5.26%) SAS
Applications
1 5 (26.32%) Adobe Illustrator
1 5 (26.32%) Photoshop
2 1 (5.26%) SPSS
Communications & Networking
1 5 (26.32%) DNS
1 5 (26.32%) Firewall
1 5 (26.32%) VPN
Database & Business Intelligence
1 11 (57.89%) MongoDB
1 11 (57.89%) Neo4j
2 3 (15.79%) Apache Cassandra
2 3 (15.79%) Big Data
3 1 (5.26%) NoSQL
3 1 (5.26%) PostgreSQL
Development Applications
1 9 (47.37%) Git (software)
2 5 (26.32%) Jenkins
3 4 (21.05%) Balsamiq Mockups
4 3 (15.79%) Gradle
General
1 5 (26.32%) Marketing
Job Titles
1 6 (31.58%) Software Engineer
2 5 (26.32%) Designer
2 5 (26.32%) DevOps Engineer
2 5 (26.32%) UI Designer
3 4 (21.05%) Junior
3 4 (21.05%) Junior DevOps
3 4 (21.05%) Junior DevOps Engineer
3 4 (21.05%) Junior Linux Engineer
3 4 (21.05%) Linux DevOps Engineer
3 4 (21.05%) Linux Engineer
3 4 (21.05%) Linux/Unix DevOps
4 2 (10.53%) Developer
4 2 (10.53%) Full Stack Developer
4 2 (10.53%) Java Engineer
4 2 (10.53%) Java Software Engineer
4 2 (10.53%) JavaScript Engineer
5 1 (5.26%) Data Scientist
Libraries, Frameworks & Software Standards
1 5 (26.32%) CSS
1 5 (26.32%) HTML
2 4 (21.05%) AngularJS
2 4 (21.05%) CSS3
2 4 (21.05%) HTML5
2 4 (21.05%) React
3 2 (10.53%) jQuery
3 2 (10.53%) Node.js
Miscellaneous
1 5 (26.32%) Mobile App
2 4 (21.05%) User Experience
3 1 (5.26%) Algorithms
Operating Systems
1 5 (26.32%) Linux
Processes & Methodologies
1 19 (100.00%) Analytics
2 13 (68.42%) Agile Software Development
3 10 (52.63%) DevOps
4 6 (31.58%) Microservices
4 6 (31.58%) Software Engineering
5 5 (26.32%) Machine Learning
5 5 (26.32%) Wireframes
6 4 (21.05%) Artificial Intelligence
6 4 (21.05%) Continuous Delivery
6 4 (21.05%) Data Analytics
7 3 (15.79%) Kanban
7 3 (15.79%) Scrum
8 1 (5.26%) Business Intelligence
8 1 (5.26%) Marketing Strategy
8 1 (5.26%) Mathematics
8 1 (5.26%) Statistical Modelling
8 1 (5.26%) Statistics
Programming Languages
1 14 (73.68%) Python
2 12 (63.16%) JavaScript
3 10 (52.63%) Java
4 5 (26.32%) Bash Shell
4 5 (26.32%) Ruby
5 4 (21.05%) Perl
6 1 (5.26%) R
6 1 (5.26%) SQL
Qualifications
1 14 (73.68%) Degree
System Software
1 3 (15.79%) Docker
Systems Management
1 4 (21.05%) Ansible
1 4 (21.05%) Opscode Chef
1 4 (21.05%) Puppet
1 4 (21.05%) Terraform
Vendors
1 3 (15.79%) Google