Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Bristol 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 18 November 2017 with a comparison to the same period in the previous 2 years.

Predictive Analytics
South West > Bristol
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 187 - 192
Rank change year-on-year - +192 -4
Permanent jobs citing Predictive Analytics 19 0 5
As % of all permanent IT jobs advertised in Bristol 0.50% - 0.13%
As % of the Processes & Methodologies category 0.54% - 0.15%
Number of salaries quoted 6 0 4
Bristol median annual salary £52,500 - £58,750
10th Percentile £41,250 - £46,250
90th Percentile £61,250 - £65,000
South West median annual salary £52,500 £75,000 £55,000
% change year-on-year -30.00% +36.36% +37.50%

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 Bristol with a requirement for process or methodology skills.

All Process and Methodology Skills
Bristol
Permanent vacancies with a requirement for process or methodology skills 3515 2932 3421
As % of all permanent IT jobs advertised in Bristol 91.80% 90.97% 90.34%
Number of salaries quoted 2903 2483 2950
Bristol median annual salary £45,000 £44,000 £41,500
Median salary % change year-on-year +2.27% +6.02% +3.75%
10th Percentile £26,250 £27,500 £26,250
90th Percentile £67,500 £70,000 £67,500
South West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +3.90%

Predictive Analytics
Job Vacancy Trend in Bristol

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

Job vacancy trend for Predictive Analytics in Bristol

Predictive Analytics
Salary Trend in Bristol

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

Salary trend for Predictive Analytics in Bristol

Predictive Analytics
Salary Histogram in Bristol

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

Salary histogram for Predictive Analytics in Bristol

For the 6 months to 18 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 Bristol 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 Bristol 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