Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Bristol with a requirement for Postgraduate qualifications. Included is a benchmarking guide to the salaries offered over the 6 months to 18 November 2017 with a comparison to the same period in the previous 2 years.

Postgraduate
South West > Bristol
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 199 - 196
Rank change year-on-year - +196 -9
Permanent jobs citing Postgraduate 7 0 1
As % of all permanent IT jobs advertised in Bristol 0.18% - 0.026%
As % of the Qualifications category 0.63% - 0.085%
Number of salaries quoted 6 0 0
Bristol median annual salary £39,991 - -
South West median annual salary £39,991 £39,179 -
% change year-on-year +2.07% - -

Postgraduate is in the Academic Qualifications and Professional Certifications 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 academic qualifications or professional certifications.

All Academic and Professional Certifications
Bristol
Permanent vacancies requiring academic qualifications or professional certifications 1115 890 1172
As % of all permanent IT jobs advertised in Bristol 29.12% 27.61% 30.95%
Number of salaries quoted 830 698 946
Bristol median annual salary £40,750 £44,000 £40,000
Median salary % change year-on-year -7.39% +10.00% +1.27%
10th Percentile £23,500 £26,250 £23,750
90th Percentile £65,000 £73,750 £63,750
South West median annual salary £40,000 £40,000 £40,000

Postgraduate
Job Vacancy Trend in Bristol

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

Job vacancy trend for Postgraduate in Bristol

Postgraduate
Salary Trend in Bristol

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

Salary trend for Postgraduate in Bristol

Postgraduate
Salary Histogram in Bristol

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

Salary histogram for Postgraduate in Bristol

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

1 6 (85.71%) Degree
2 5 (71.43%) Mathematics
2 5 (71.43%) Agile Software Development
3 4 (57.14%) SQL
3 4 (57.14%) Python
3 4 (57.14%) MATLAB
3 4 (57.14%) Unit Testing
3 4 (57.14%) Marketing
3 4 (57.14%) Statistics
3 4 (57.14%) Machine Learning
3 4 (57.14%) Hadoop
3 4 (57.14%) Analytical Skills
3 4 (57.14%) Apache Spark
4 3 (42.86%) Algorithms
4 3 (42.86%) BigQuery
4 3 (42.86%) Google Cloud Platform
4 3 (42.86%) Visualisation
4 3 (42.86%) TensorFlow
4 3 (42.86%) Cloud Computing
4 3 (42.86%) Theano
4 3 (42.86%) Econometric Modelling
4 3 (42.86%) Geospatial Data
4 3 (42.86%) Collaborative Working
4 3 (42.86%) D3.js
4 3 (42.86%) Big Data
4 3 (42.86%) Impala
4 3 (42.86%) Data Privacy
4 3 (42.86%) Data Munging
4 3 (42.86%) Bayesian Methods
4 3 (42.86%) Time Series Analysis

Postgraduate
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 4 (57.14%) Apache Spark
2 3 (42.86%) SAS
Applications
1 3 (42.86%) SPSS
2 1 (14.29%) Microsoft Excel
2 1 (14.29%) Microsoft Office
2 1 (14.29%) Microsoft PowerPoint
2 1 (14.29%) Simulink
Cloud Services
1 3 (42.86%) Cloud Computing
1 3 (42.86%) Google Cloud Platform
2 1 (14.29%) Amazon AWS
2 1 (14.29%) Microsoft Azure
Database & Business Intelligence
1 4 (57.14%) Hadoop
2 3 (42.86%) Apache Hive
2 3 (42.86%) Big Data
2 3 (42.86%) BigQuery
2 3 (42.86%) Geospatial Data
2 3 (42.86%) GIS
2 3 (42.86%) Impala
2 3 (42.86%) NoSQL
3 1 (14.29%) Power BI
3 1 (14.29%) SQL Server
Development Applications
1 1 (14.29%) Bugzilla
1 1 (14.29%) JIRA
1 1 (14.29%) TestRail
General
1 4 (57.14%) Marketing
2 3 (42.86%) Law
3 1 (14.29%) Finance
Job Titles
1 3 (42.86%) Data Scientist
2 1 (14.29%) Analyst
2 1 (14.29%) Consultant
2 1 (14.29%) Developer
2 1 (14.29%) IT Consultant
2 1 (14.29%) Junior
2 1 (14.29%) Junior Consultant
2 1 (14.29%) Junior IT Consultant
2 1 (14.29%) MATLAB Engineer
2 1 (14.29%) Software Engineer
2 1 (14.29%) Test Analyst
Libraries, Frameworks & Software Standards
1 3 (42.86%) D3.js
1 3 (42.86%) Natural Language Processing
1 3 (42.86%) TensorFlow
1 3 (42.86%) Theano
2 1 (14.29%) .NET
2 1 (14.29%) XML
Miscellaneous
1 4 (57.14%) Analytical Skills
2 3 (42.86%) Algorithms
2 3 (42.86%) Blog
2 3 (42.86%) Data Protection Act
2 3 (42.86%) Management Information System
3 1 (14.29%) NHS
Processes & Methodologies
1 5 (71.43%) Agile Software Development
1 5 (71.43%) Mathematics
2 4 (57.14%) Machine Learning
2 4 (57.14%) Statistics
2 4 (57.14%) Unit Testing
3 3 (42.86%) Applied Mathematics
3 3 (42.86%) Bayesian Methods
3 3 (42.86%) Cluster Analysis
3 3 (42.86%) Collaborative Working
3 3 (42.86%) Data Munging
3 3 (42.86%) Data Privacy
3 3 (42.86%) Data Protection
3 3 (42.86%) Econometric Modelling
3 3 (42.86%) Factor Analysis
3 3 (42.86%) Project Planning
3 3 (42.86%) Rapid Prototyping
3 3 (42.86%) Statistical Analysis
3 3 (42.86%) Time Series Analysis
3 3 (42.86%) Visualisation
3 3 (42.86%) Web Development
Programming Languages
1 4 (57.14%) MATLAB
1 4 (57.14%) Python
1 4 (57.14%) SQL
2 3 (42.86%) JavaScript
2 3 (42.86%) R
3 1 (14.29%) Ada
3 1 (14.29%) C
3 1 (14.29%) C#
Qualifications
1 6 (85.71%) Degree
2 2 (28.57%) Security Cleared
3 1 (14.29%) PhD
3 1 (14.29%) SC Cleared
Quality Assurance & Compliance
1 1 (14.29%) ECSS
Vendors
1 1 (14.29%) Microsoft
1 1 (14.29%) Tableau