Period
to 19 November 2017

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

Data Analytics
South West > Bristol
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 163 146 172
Rank change year-on-year -17 +26 +11
Permanent jobs citing Data Analytics 39 36 25
As % of all permanent IT jobs advertised in Bristol 1.03% 1.12% 0.66%
As % of the Processes & Methodologies category 1.12% 1.23% 0.73%
Number of salaries quoted 32 28 24
Bristol median annual salary £50,000 £46,250 £41,250
Median salary % change year-on-year +8.11% +12.12% +65.00%
10th Percentile £31,391 £30,750 £32,500
90th Percentile £80,000 £81,250 £63,125
South West median annual salary £50,000 £50,000 £45,000
% change year-on-year - +11.11% +12.50%

Data 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 3487 2918 3417
As % of all permanent IT jobs advertised in Bristol 91.84% 90.93% 90.37%
Number of salaries quoted 2876 2468 2945
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%

Data Analytics
Job Vacancy Trend in Bristol

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

Job vacancy trend for Data Analytics in Bristol

Data Analytics
Salary Trend in Bristol

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

Salary trend for Data Analytics in Bristol

Data Analytics
Salary Histogram in Bristol

The salary distribution of IT jobs citing Data Analytics in Bristol over the 6 months to 19 November 2017.

Salary histogram for Data Analytics in Bristol

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

1 39 (100.00%) Analytics
2 18 (46.15%) Agile Software Development
3 14 (35.90%) Python
4 13 (33.33%) Business Intelligence
4 13 (33.33%) Big Data
5 12 (30.77%) Java
6 11 (28.21%) SQL
6 11 (28.21%) Project Management
6 11 (28.21%) User Experience
7 9 (23.08%) DevOps
7 9 (23.08%) Tableau
7 9 (23.08%) C#
7 9 (23.08%) Software Engineering
7 9 (23.08%) Marketing
8 8 (20.51%) Cybersecurity
8 8 (20.51%) Collaborative Working
9 7 (17.95%) Amazon AWS
9 7 (17.95%) JavaScript
9 7 (17.95%) Finance
10 6 (15.38%) .NET
10 6 (15.38%) Technical Architecture
10 6 (15.38%) Degree
10 6 (15.38%) Retail
10 6 (15.38%) Zachman Framework
10 6 (15.38%) TOGAF
10 6 (15.38%) Artificial Intelligence
10 6 (15.38%) Migration
10 6 (15.38%) Scala
10 6 (15.38%) R
10 6 (15.38%) Analytical Skills

Data 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 5 (12.82%) Apache Spark
2 3 (7.69%) Apache Pig
2 3 (7.69%) Elasticsearch
3 1 (2.56%) SAS
Applications
1 5 (12.82%) Spreadsheet
2 2 (5.13%) Adobe Illustrator
2 2 (5.13%) Photoshop
3 1 (2.56%) SPSS
Cloud Services
1 7 (17.95%) Amazon AWS
2 3 (7.69%) Amazon EMR
2 3 (7.69%) Amazon Kinesis
2 3 (7.69%) GitHub
2 3 (7.69%) Google Cloud Platform
2 3 (7.69%) Microsoft Azure
3 1 (2.56%) Cloud Computing
Database & Business Intelligence
1 13 (33.33%) Big Data
2 5 (12.82%) Apache Hive
2 5 (12.82%) Hadoop
2 5 (12.82%) Relational Database
3 4 (10.26%) Spotfire
3 4 (10.26%) SQL Server
4 3 (7.69%) Amazon Redshift
4 3 (7.69%) BigQuery
4 3 (7.69%) Impala
4 3 (7.69%) MongoDB
4 3 (7.69%) Power BI
4 3 (7.69%) Presto
5 2 (5.13%) Data Warehouse
5 2 (5.13%) Neo4j
5 2 (5.13%) Pentaho
5 2 (5.13%) SQL Server Integration Services
6 1 (2.56%) GIS
6 1 (2.56%) QlikView
Development Applications
1 3 (7.69%) JIRA
2 2 (5.13%) Balsamiq Mockups
3 1 (2.56%) Git (software)
General
1 9 (23.08%) Marketing
2 7 (17.95%) Finance
3 6 (15.38%) Retail
4 5 (12.82%) Law
5 3 (7.69%) Electronics
Job Titles
1 11 (28.21%) Analyst
2 6 (15.38%) Analytics Manager
2 6 (15.38%) Architect
2 6 (15.38%) Data Analyst
2 6 (15.38%) Solutions Architect
2 6 (15.38%) Technical Architect
2 6 (15.38%) Technical Solutions Architect
3 5 (12.82%) Customer Analyst
3 5 (12.82%) Data Engineer
3 5 (12.82%) Implementation Analyst
3 5 (12.82%) Insight Manager
4 4 (10.26%) Data Analytics Manager
4 4 (10.26%) Data Manager
5 3 (7.69%) AWS Engineer
5 3 (7.69%) Hadoop Engineer
5 3 (7.69%) Senior Data Engineer
5 3 (7.69%) Senior Hadoop Engineer
6 2 (5.13%) Big Data Engineer
6 2 (5.13%) CRM Manager
6 2 (5.13%) UI Designer
Libraries, Frameworks & Software Standards
1 6 (15.38%) .NET
2 5 (12.82%) Velocity
3 3 (7.69%) CSS
3 3 (7.69%) CSS3
3 3 (7.69%) MLlib
3 3 (7.69%) Pandas
4 2 (5.13%) AngularJS
4 2 (5.13%) HTML
4 2 (5.13%) HTML5
4 2 (5.13%) jQuery
4 2 (5.13%) React
5 1 (2.56%) Angular 2
5 1 (2.56%) D3.js
5 1 (2.56%) Highcharts JS
5 1 (2.56%) J2EE
5 1 (2.56%) Java EE
5 1 (2.56%) Node.js
5 1 (2.56%) Sass
Miscellaneous
1 11 (28.21%) User Experience
2 6 (15.38%) Analytical Skills
3 5 (12.82%) Data Protection Act
4 3 (7.69%) Clustering
5 2 (5.13%) Data Structures
5 2 (5.13%) Management Information System
5 2 (5.13%) Mobile App
5 2 (5.13%) Smartphone
6 1 (2.56%) Computer Science
6 1 (2.56%) iPad
Processes & Methodologies
1 39 (100.00%) Analytics
2 18 (46.15%) Agile Software Development
3 13 (33.33%) Business Intelligence
4 11 (28.21%) Project Management
5 9 (23.08%) DevOps
5 9 (23.08%) Software Engineering
6 8 (20.51%) Collaborative Working
6 8 (20.51%) Cybersecurity
7 6 (15.38%) Artificial Intelligence
7 6 (15.38%) Migration
7 6 (15.38%) Software Delivery
7 6 (15.38%) Technical Architecture
7 6 (15.38%) TOGAF
7 6 (15.38%) Zachman Framework
8 5 (12.82%) API Design
8 5 (12.82%) Data Analysis
8 5 (12.82%) Data Protection
8 5 (12.82%) ETL
8 5 (12.82%) Machine Learning
8 5 (12.82%) Visualisation
Programming Languages
1 14 (35.90%) Python
2 12 (30.77%) Java
3 11 (28.21%) SQL
4 9 (23.08%) C#
5 7 (17.95%) JavaScript
6 6 (15.38%) R
6 6 (15.38%) Scala
Qualifications
1 6 (15.38%) Degree
2 1 (2.56%) Computer Science Degree
Quality Assurance & Compliance
1 3 (7.69%) Data Quality
2 1 (2.56%) GDPR
System Software
1 4 (10.26%) Docker
Vendors
1 9 (23.08%) Tableau
2 3 (7.69%) Atlassian
2 3 (7.69%) Google
3 2 (5.13%) Informatica
4 1 (2.56%) ESRI