Period
to 18 August 2018

The following table provides summary statistics for permanent job vacancies advertised in Bristol with a requirement for Data Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analysis over the 6 months to 18 August 2018 with a comparison to the same period in the previous 2 years.

Data Analysis
South West > Bristol
6 months to
18 Aug 2018
Same period 2017 Same period 2016
Rank 142 142 126
Rank change year-on-year 0 -16 +36
Permanent jobs citing Data Analysis 52 62 57
As % of all permanent IT jobs advertised in Bristol 1.38% 1.60% 1.67%
As % of the Processes & Methodologies category 1.49% 1.73% 1.84%
Number of salaries quoted 37 40 49
Bristol median annual salary £40,000 £37,000 £40,000
Median salary % change year-on-year +8.11% -7.50% +6.67%
10th Percentile £28,500 £24,175 £28,250
90th Percentile £57,250 £65,250 £63,000
South West median annual salary £40,000 £36,750 £45,000
% change year-on-year +8.84% -18.33% +15.38%

Data Analysis 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 3,498 3,590 3,097
As % of all permanent IT jobs advertised in Bristol 93.06% 92.86% 90.98%
Number of salaries quoted 2,866 2,982 2,699
Bristol median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £27,063 £26,250 £26,250
90th Percentile £67,500 £67,500 £67,300
South West median annual salary £42,500 £42,000 £40,000
% change year-on-year +1.19% +5.00% -

Data Analysis
Job Vacancy Trend in Bristol

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

Job vacancy trend for Data Analysis in Bristol

Data Analysis
Salary Trend in Bristol

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

Salary trend for Data Analysis in Bristol

Data Analysis
Salary Histogram in Bristol

The salary distribution of IT jobs citing Data Analysis in Bristol over the 6 months to 18 August 2018.

Salary histogram for Data Analysis in Bristol

For the 6 months to 18 August 2018, IT jobs citing Data Analysis 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 Analysis.

1 27 (51.92%) SQL
2 19 (36.54%) Business Intelligence
3 14 (26.92%) Problem-Solving
4 13 (25.00%) Finance
5 12 (23.08%) Power BI
5 12 (23.08%) Degree
6 11 (21.15%) Visualisation
6 11 (21.15%) Analytical Skills
6 11 (21.15%) Analytics
6 11 (21.15%) SQL Server Reporting Services
6 11 (21.15%) SQL Server
7 9 (17.31%) C
7 9 (17.31%) Project Management
7 9 (17.31%) Data Analytics
7 9 (17.31%) Security Cleared
8 8 (15.38%) Time Management
8 8 (15.38%) Marketing
8 8 (15.38%) Computer Science
8 8 (15.38%) Tableau
8 8 (15.38%) Agile Software Development
9 7 (13.46%) Microsoft
9 7 (13.46%) Java
9 7 (13.46%) UML
9 7 (13.46%) CRM
9 7 (13.46%) Big Data
9 7 (13.46%) SC Cleared
9 7 (13.46%) Decision-Making
10 6 (11.54%) Actionable Insight
10 6 (11.54%) QA
10 6 (11.54%) Mathematics

Data Analysis
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 (7.69%) Blackberry Enterprise Server
1 4 (7.69%) SharePoint
2 2 (3.85%) SAS
3 1 (1.92%) Apache Solr
3 1 (1.92%) Elasticsearch
Applications
1 4 (7.69%) Microsoft Excel
2 3 (5.77%) Microsoft Office
Cloud Services
1 3 (5.77%) Microsoft Azure
1 3 (5.77%) Office 365
2 1 (1.92%) Amazon AWS
2 1 (1.92%) IaaS
2 1 (1.92%) SaaS
Communications & Networking
1 4 (7.69%) DAB
1 4 (7.69%) VPN
2 3 (5.77%) Modbus
3 1 (1.92%) DHCP
3 1 (1.92%) DNS
3 1 (1.92%) Firewall
3 1 (1.92%) IPv4
3 1 (1.92%) LAN
3 1 (1.92%) TCP/IP
3 1 (1.92%) Wi-Fi
Database & Business Intelligence
1 12 (23.08%) Power BI
2 11 (21.15%) SQL Server
2 11 (21.15%) SQL Server Reporting Services
3 7 (13.46%) Big Data
4 6 (11.54%) Data Mining
4 6 (11.54%) QlikView
5 5 (9.62%) SQL Server Integration Services
6 4 (7.69%) Data Warehouse
6 4 (7.69%) Geospatial Data
7 3 (5.77%) BusinessObjects
7 3 (5.77%) Crystal Reports
7 3 (5.77%) Microsoft Power View
7 3 (5.77%) PowerPivot
8 2 (3.85%) Hadoop
8 2 (3.85%) Oracle Reports
8 2 (3.85%) Relational Database
8 2 (3.85%) SQL Server Analysis Services
9 1 (1.92%) MS Access
9 1 (1.92%) OLAP
9 1 (1.92%) RDBMS
Development Applications
1 3 (5.77%) Eclipse
2 1 (1.92%) Ant
2 1 (1.92%) Apache Ivy
2 1 (1.92%) Bitbucket
2 1 (1.92%) ERwin
2 1 (1.92%) Maven
2 1 (1.92%) Subversion
2 1 (1.92%) Visual Studio
2 1 (1.92%) XMLSpy
General
1 13 (25.00%) Finance
2 8 (15.38%) Marketing
3 6 (11.54%) Manufacturing
4 5 (9.62%) Telecoms
5 4 (7.69%) Advertising
5 4 (7.69%) Electronics
5 4 (7.69%) Legal
6 2 (3.85%) Billing
7 1 (1.92%) Banking
7 1 (1.92%) Games
Job Titles
1 18 (34.62%) Analyst
2 15 (28.85%) Developer
3 6 (11.54%) Business Developer
3 6 (11.54%) Business Intelligence Analyst
3 6 (11.54%) Business Intelligence Developer
3 6 (11.54%) Consultant
3 6 (11.54%) SQL Analyst
3 6 (11.54%) SQL Developer
4 5 (9.62%) Business Analyst
5 4 (7.69%) Account Manager
5 4 (7.69%) Report Developer
5 4 (7.69%) Senior Analyst
5 4 (7.69%) Systems Developer
6 3 (5.77%) SQL BI Developer
7 2 (3.85%) Payments Analyst
7 2 (3.85%) Product Owner
7 2 (3.85%) Senior Reporting Analyst
7 2 (3.85%) SQL Reporting Analyst
7 2 (3.85%) SQL Server BI Developer
7 2 (3.85%) Technology Consultant
Libraries, Frameworks & Software Standards
1 5 (9.62%) .NET
2 2 (3.85%) OpenCV
3 1 (1.92%) ASP.NET
3 1 (1.92%) Lucene
3 1 (1.92%) Natural Language Processing
3 1 (1.92%) ODBC
3 1 (1.92%) Qt
3 1 (1.92%) RESTful
Miscellaneous
1 11 (21.15%) Analytical Skills
2 8 (15.38%) Computer Science
3 4 (7.69%) Management Information System
4 2 (3.85%) Blog
4 2 (3.85%) CUDA
4 2 (3.85%) Life Science
4 2 (3.85%) User Experience
5 1 (1.92%) Acoustics
5 1 (1.92%) Algorithms
5 1 (1.92%) Embedded Systems
5 1 (1.92%) Field-Programmable Gate Array
Operating Systems
1 6 (11.54%) Linux
2 1 (1.92%) Android
2 1 (1.92%) Apple iOS
2 1 (1.92%) CentOS
2 1 (1.92%) Ubuntu
2 1 (1.92%) Windows
2 1 (1.92%) Windows Server
Processes & Methodologies
1 19 (36.54%) Business Intelligence
2 14 (26.92%) Problem-Solving
3 11 (21.15%) Analytics
3 11 (21.15%) Visualisation
4 9 (17.31%) Data Analytics
4 9 (17.31%) Project Management
5 8 (15.38%) Agile Software Development
5 8 (15.38%) Time Management
6 7 (13.46%) CRM
6 7 (13.46%) Decision-Making
6 7 (13.46%) UML
7 6 (11.54%) Actionable Insight
7 6 (11.54%) Business Analysis
7 6 (11.54%) Change Control
7 6 (11.54%) Data Visualisation
7 6 (11.54%) Mathematics
8 5 (9.62%) People Management
8 5 (9.62%) Statistics
8 5 (9.62%) Validation
9 4 (7.69%) Programme Management
Programming Languages
1 27 (51.92%) SQL
2 9 (17.31%) C
3 7 (13.46%) Java
4 6 (11.54%) C++
4 6 (11.54%) Python
4 6 (11.54%) T-SQL
5 4 (7.69%) C#
5 4 (7.69%) VB.NET
6 2 (3.85%) R
7 1 (1.92%) Fortran
7 1 (1.92%) MATLAB
7 1 (1.92%) Perl
7 1 (1.92%) Ruby
7 1 (1.92%) VB
7 1 (1.92%) VBA
7 1 (1.92%) VBScript
Qualifications
1 12 (23.08%) Degree
2 9 (17.31%) Security Cleared
3 7 (13.46%) SC Cleared
4 5 (9.62%) Numerate Degree
5 4 (7.69%) DV Cleared
6 1 (1.92%) Microsoft Certification
Quality Assurance & Compliance
1 6 (11.54%) QA
2 1 (1.92%) Data Quality
System Software
1 1 (1.92%) Active Directory
Systems Management
1 1 (1.92%) Systems Management Server (SMS)
Vendors
1 8 (15.38%) Tableau
2 7 (13.46%) Microsoft
3 5 (9.62%) SAP
4 4 (7.69%) Panasonic
5 2 (3.85%) Informatica
5 2 (3.85%) Oracle
6 1 (1.92%) Google
6 1 (1.92%) TOWER Software