Period
to 17 January 2019

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 17 January 2019 with a comparison to the same period in the previous 2 years.

Data Analytics
South West > Bristol
6 months to
17 Jan 2019
Same period 2018 Same period 2017
Rank 136 155 156
Rank change year-on-year +19 +1 -1
Permanent jobs citing Data Analytics 49 40 31
As % of all permanent IT jobs advertised in Bristol 1.39% 1.10% 0.95%
As % of the Processes & Methodologies category 1.47% 1.18% 1.02%
Number of salaries quoted 32 34 27
Bristol median annual salary £45,000 £50,000 £45,000
Median salary % change year-on-year -10.00% +11.11% +12.50%
10th Percentile £36,950 £31,674 £30,750
90th Percentile £94,000 £80,000 £64,500
South West median annual salary £55,000 £48,750 £50,000
% change year-on-year +12.82% -2.50% +13.64%

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 3,338 3,388 3,037
As % of all permanent IT jobs advertised in Bristol 94.61% 93.10% 93.36%
Number of salaries quoted 2,661 2,797 2,505
Bristol median annual salary £45,000 £45,000 £45,000
10th Percentile £27,500 £26,250 £27,500
90th Percentile £71,000 £67,500 £71,250
South West median annual salary £45,000 £42,500 £41,000
% change year-on-year +5.88% +3.66% +2.50%

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 17 January 2019.

Salary histogram for Data Analytics in Bristol

For the 6 months to 17 January 2019, IT jobs citing Data 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 Bristol region with a requirement for Data Analytics.

1 49 (100.00%) Analytics
2 31 (63.27%) Business Intelligence
3 21 (42.86%) Visualisation
4 18 (36.73%) Tableau
5 17 (34.69%) Analytical Skills
6 15 (30.61%) Degree
7 13 (26.53%) R
8 12 (24.49%) SQL
8 12 (24.49%) Finance
9 11 (22.45%) SAS
9 11 (22.45%) Data Governance
9 11 (22.45%) Data Quality
10 10 (20.41%) Problem-Solving
10 10 (20.41%) SPSS
10 10 (20.41%) Java
10 10 (20.41%) Stakeholder Management
10 10 (20.41%) Spotfire
10 10 (20.41%) QlikView
10 10 (20.41%) Data Cleansing
11 9 (18.37%) ISTQB
12 8 (16.33%) IBM
12 8 (16.33%) Artificial Intelligence
12 8 (16.33%) Machine Learning
13 7 (14.29%) Rational DOORS
13 7 (14.29%) SoapUI
13 7 (14.29%) Test Planning
13 7 (14.29%) HP ALM
13 7 (14.29%) Information Exploitation
13 7 (14.29%) Banking
13 7 (14.29%) Spring

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 11 (22.45%) SAS
2 2 (4.08%) Apache Spark
Applications
1 10 (20.41%) SPSS
2 3 (6.12%) Adobe Illustrator
2 3 (6.12%) Photoshop
3 1 (2.04%) Microsoft Office
Cloud Services
1 1 (2.04%) Amazon AWS
1 1 (2.04%) Cloud Computing
1 1 (2.04%) IaaS
1 1 (2.04%) IBM Cloud
1 1 (2.04%) Microsoft Azure
1 1 (2.04%) PaaS
1 1 (2.04%) SaaS
1 1 (2.04%) Serverless
Database & Business Intelligence
1 10 (20.41%) QlikView
1 10 (20.41%) Spotfire
2 6 (12.24%) Power BI
3 5 (10.20%) Big Data
3 5 (10.20%) GIS
4 4 (8.16%) Data Warehouse
5 2 (4.08%) Apache Hive
5 2 (4.08%) Hadoop
6 1 (2.04%) Data Mart
6 1 (2.04%) SQL Server
6 1 (2.04%) SQL Server Analysis Services
6 1 (2.04%) SQL Server Integration Services
6 1 (2.04%) SQL Server Reporting Services
Development Applications
1 7 (14.29%) Cucumber
1 7 (14.29%) Eclipse
1 7 (14.29%) Rational DOORS
1 7 (14.29%) Selenium
1 7 (14.29%) SoapUI
2 2 (4.08%) JIRA
2 2 (4.08%) Team Foundation Server
General
1 12 (24.49%) Finance
2 7 (14.29%) Banking
2 7 (14.29%) Electronics
2 7 (14.29%) Legal
3 6 (12.24%) Manufacturing
3 6 (12.24%) Marketing
3 6 (12.24%) Telecoms
Job Titles
1 12 (24.49%) Consultant
2 10 (20.41%) Analytics Consultant
2 10 (20.41%) Data Analytics Consultant
2 10 (20.41%) Data Consultant
2 10 (20.41%) Developer
2 10 (20.41%) Senior Consultant
2 10 (20.41%) Senior Data Analytics Consultant
3 9 (18.37%) Test Engineer
4 8 (16.33%) Senior Developer
5 7 (14.29%) Java Developer
6 6 (12.24%) Java Software Developer
6 6 (12.24%) Node.js Developer
6 6 (12.24%) PHP Developer
6 6 (12.24%) Senior Java Developer
6 6 (12.24%) Senior Java Software Developer
6 6 (12.24%) Senior PHP Developer
6 6 (12.24%) Senior Software Developer
6 6 (12.24%) Software Developer
6 6 (12.24%) Software Engineer
6 6 (12.24%) Test Automation Engineer
Libraries, Frameworks & Software Standards
1 7 (14.29%) SOAP
1 7 (14.29%) Spring
2 6 (12.24%) Node.js
2 6 (12.24%) Spring MVC
3 4 (8.16%) HTML
4 3 (6.12%) CSS
4 3 (6.12%) CSS3
4 3 (6.12%) HTML5
5 2 (4.08%) XML
6 1 (2.04%) Hibernate
6 1 (2.04%) Middleware
6 1 (2.04%) REST
6 1 (2.04%) TensorFlow
Miscellaneous
1 17 (34.69%) Analytical Skills
2 3 (6.12%) User Experience
3 2 (4.08%) Algorithms
4 1 (2.04%) GPGPU
4 1 (2.04%) Management Information System
4 1 (2.04%) Reinsurance
4 1 (2.04%) Robotics
4 1 (2.04%) Virtual Team
Operating Systems
1 1 (2.04%) Linux
1 1 (2.04%) Windows
Processes & Methodologies
1 49 (100.00%) Analytics
2 31 (63.27%) Business Intelligence
3 21 (42.86%) Visualisation
4 11 (22.45%) Data Governance
5 10 (20.41%) Data Cleansing
5 10 (20.41%) Problem-Solving
5 10 (20.41%) Stakeholder Management
6 8 (16.33%) Artificial Intelligence
6 8 (16.33%) Machine Learning
7 7 (14.29%) Information Exploitation
7 7 (14.29%) Test Automation
7 7 (14.29%) Test Planning
8 6 (12.24%) Agile Software Development
8 6 (12.24%) Digital Marketing
8 6 (12.24%) MVC
8 6 (12.24%) Programme Management
8 6 (12.24%) Project Management
8 6 (12.24%) SDLC
8 6 (12.24%) Software Engineering
9 5 (10.20%) Predictive Analytics
Programming Languages
1 13 (26.53%) R
2 12 (24.49%) SQL
3 10 (20.41%) Java
4 7 (14.29%) C++
4 7 (14.29%) JavaScript
4 7 (14.29%) Python
5 6 (12.24%) C#
5 6 (12.24%) Go
5 6 (12.24%) PHP
6 3 (6.12%) Java 8
7 1 (2.04%) C
Qualifications
1 15 (30.61%) Degree
2 9 (18.37%) ISTQB
3 5 (10.20%) PhD
4 2 (4.08%) Computer Science Degree
4 2 (4.08%) ISEB
4 2 (4.08%) ISTQB Foundation Certification
4 2 (4.08%) SC Cleared
4 2 (4.08%) Security Cleared
Quality Assurance & Compliance
1 11 (22.45%) Data Quality
2 3 (6.12%) QA
Systems Management
1 7 (14.29%) HP ALM
1 7 (14.29%) HP Quality Center
2 2 (4.08%) Kubernetes
Vendors
1 18 (36.73%) Tableau
2 8 (16.33%) IBM
3 7 (14.29%) HP
4 6 (12.24%) SAP
5 5 (10.20%) Microsoft
6 3 (6.12%) Adobe
7 2 (4.08%) BT