Period
to 17 February 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 17 February 2018 with a comparison to the same period in the previous 2 years.

Data Analysis
South West > Bristol
6 months to
17 Feb 2018
Same period 2017 Same period 2016
Rank 137 147 147
Rank change year-on-year +10 0 -19
Permanent jobs citing Data Analysis 62 33 49
As % of all permanent IT jobs advertised in Bristol 1.74% 1.00% 1.33%
As % of the Processes & Methodologies category 1.91% 1.08% 1.46%
Number of salaries quoted 48 20 24
Bristol median annual salary £37,500 £35,000 £45,000
Median salary % change year-on-year +7.14% -22.22% +28.57%
10th Percentile £25,000 £21,700 £30,575
90th Percentile £67,500 £50,500 £76,750
South West median annual salary £40,000 £37,500 £40,000
% change year-on-year +6.67% -6.25% +14.29%

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 3,245 3,048 3,365
As % of all permanent IT jobs advertised in Bristol 91.15% 92.03% 91.12%
Number of salaries quoted 2,708 2,476 2,950
Bristol median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +6.25%
10th Percentile £26,750 £28,250 £27,500
90th Percentile £66,250 £71,250 £66,250
South West median annual salary £42,500 £42,000 £40,000
% change year-on-year +1.19% +5.00% +2.56%

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 17 February 2018.

Salary histogram for Data Analysis in Bristol

For the 6 months to 17 February 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 25 (40.32%) SQL
2 22 (35.48%) Business Intelligence
3 21 (33.87%) Big Data
4 19 (30.65%) Degree
5 17 (27.42%) C
5 17 (27.42%) Java
6 14 (22.58%) Python
6 14 (22.58%) Agile Software Development
7 13 (20.97%) Validation
7 13 (20.97%) Security Cleared
7 13 (20.97%) Amazon AWS
8 12 (19.35%) UML
9 11 (17.74%) Data Warehouse
9 11 (17.74%) Project Management
10 10 (16.13%) ETL
10 10 (16.13%) C#
10 10 (16.13%) Continuous Integration
10 10 (16.13%) Machine Learning
10 10 (16.13%) Analytical Skills
11 9 (14.52%) R
11 9 (14.52%) Scrum
11 9 (14.52%) Finance
11 9 (14.52%) T-SQL
11 9 (14.52%) SAP
12 8 (12.90%) CRM
12 8 (12.90%) TOGAF
12 8 (12.90%) MODAF
12 8 (12.90%) SysML
12 8 (12.90%) Requirements Engineering
12 8 (12.90%) SC Cleared

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 2 (3.23%) SharePoint
2 1 (1.61%) Apache Pig
2 1 (1.61%) Apache Spark
2 1 (1.61%) Elasticsearch
2 1 (1.61%) JBoss
2 1 (1.61%) SAS
Applications
1 2 (3.23%) Microsoft Excel
Business Applications
1 1 (1.61%) Cognos TM1
Cloud Services
1 13 (20.97%) Amazon AWS
2 6 (9.68%) Google Cloud Platform
2 6 (9.68%) Microsoft Azure
Communications & Networking
1 4 (6.45%) SMS
Database & Business Intelligence
1 21 (33.87%) Big Data
2 11 (17.74%) Data Warehouse
3 8 (12.90%) Geospatial Data
3 8 (12.90%) Relational Database
4 7 (11.29%) BusinessObjects
4 7 (11.29%) RDBMS
5 5 (8.06%) Amazon Redshift
5 5 (8.06%) Data Mart
5 5 (8.06%) SQL Server
6 4 (6.45%) SQL Server Reporting Services
7 3 (4.84%) QlikView
8 2 (3.23%) Crystal Reports
8 2 (3.23%) NoSQL
8 2 (3.23%) Power BI
8 2 (3.23%) SQL Server Analysis Services
8 2 (3.23%) SQL Server Integration Services
9 1 (1.61%) Azure SQL Database
9 1 (1.61%) GIS
9 1 (1.61%) Microsoft Analysis Services
9 1 (1.61%) MySQL
Development Applications
1 3 (4.84%) Eclipse
2 1 (1.61%) Git (software)
2 1 (1.61%) JBehave
2 1 (1.61%) JUnit
2 1 (1.61%) Selenium
2 1 (1.61%) SonarQube
2 1 (1.61%) SQL Server Management Studio (SSMS)
General
1 9 (14.52%) Finance
2 4 (6.45%) Marketing
3 3 (4.84%) Telecoms
4 2 (3.23%) Electronics
4 2 (3.23%) Manufacturing
Job Titles
1 25 (40.32%) Analyst
2 13 (20.97%) Developer
3 10 (16.13%) Business Intelligence Developer
3 10 (16.13%) Data Analyst
4 9 (14.52%) Business Intelligence Analyst
4 9 (14.52%) Consultant
4 9 (14.52%) Senior Analyst
5 7 (11.29%) SQL Developer
6 6 (9.68%) Insight Analyst
6 6 (9.68%) Senior Business Intelligence Analyst
6 6 (9.68%) SQL BI Developer
6 6 (9.68%) T-SQL Developer
7 5 (8.06%) Agile Developer
7 5 (8.06%) Business Developer
7 5 (8.06%) ETL Developer
7 5 (8.06%) Senior Insight Analyst
7 5 (8.06%) Software Test Engineer
7 5 (8.06%) Test Engineer
8 4 (6.45%) Financial Analyst
8 4 (6.45%) Service Analyst
Libraries, Frameworks & Software Standards
1 6 (9.68%) RESTful
2 1 (1.61%) .NET
2 1 (1.61%) ADO
2 1 (1.61%) HTML
2 1 (1.61%) Kafka
2 1 (1.61%) LDAP
2 1 (1.61%) Natural Language Processing
2 1 (1.61%) ODBC
2 1 (1.61%) Ramda
2 1 (1.61%) Redux
2 1 (1.61%) RxJS
2 1 (1.61%) TensorFlow
2 1 (1.61%) Web Services
2 1 (1.61%) XML
Miscellaneous
1 10 (16.13%) Analytical Skills
2 6 (9.68%) Management Information System
3 4 (6.45%) Embedded Systems
4 3 (4.84%) Computer Science
5 2 (3.23%) Algorithms
5 2 (3.23%) Fintech
5 2 (3.23%) Robotics
5 2 (3.23%) User Experience
6 1 (1.61%) 3D Graphics
6 1 (1.61%) Acoustics
6 1 (1.61%) Blog
6 1 (1.61%) CUDA
6 1 (1.61%) e-Learning
6 1 (1.61%) Enterprise Software
6 1 (1.61%) N-Tier
6 1 (1.61%) Taxonomies
Operating Systems
1 7 (11.29%) Linux
2 2 (3.23%) Unix
3 1 (1.61%) Robot Operating System
3 1 (1.61%) Windows
Processes & Methodologies
1 22 (35.48%) Business Intelligence
2 14 (22.58%) Agile Software Development
3 13 (20.97%) Validation
4 12 (19.35%) UML
5 11 (17.74%) Project Management
6 10 (16.13%) Continuous Integration
6 10 (16.13%) ETL
6 10 (16.13%) Machine Learning
7 9 (14.52%) Scrum
8 8 (12.90%) CRM
8 8 (12.90%) Data Science
8 8 (12.90%) MODAF
8 8 (12.90%) Requirements Engineering
8 8 (12.90%) SysML
8 8 (12.90%) TOGAF
9 6 (9.68%) Actionable Insight
9 6 (9.68%) Data Visualisation
9 6 (9.68%) Visualisation
10 5 (8.06%) Information Management
10 5 (8.06%) Test Automation
Programming Languages
1 25 (40.32%) SQL
2 17 (27.42%) C
2 17 (27.42%) Java
3 14 (22.58%) Python
4 10 (16.13%) C#
5 9 (14.52%) R
5 9 (14.52%) T-SQL
6 7 (11.29%) C++
7 3 (4.84%) JavaScript
7 3 (4.84%) PowerShell
7 3 (4.84%) Scala
8 2 (3.23%) Perl
8 2 (3.23%) PL/SQL
9 1 (1.61%) Clojure
9 1 (1.61%) Embedded C++
9 1 (1.61%) F#
9 1 (1.61%) Fortran
9 1 (1.61%) Haskell
9 1 (1.61%) MATLAB
9 1 (1.61%) VBA
Qualifications
1 19 (30.65%) Degree
2 13 (20.97%) Security Cleared
3 8 (12.90%) DV Cleared
3 8 (12.90%) SC Cleared
4 1 (1.61%) Numerate Degree
Quality Assurance & Compliance
1 1 (1.61%) Data Quality
1 1 (1.61%) ISO 9001
1 1 (1.61%) QA
System Software
1 1 (1.61%) Active Directory
Vendors
1 9 (14.52%) SAP
2 7 (11.29%) Tableau
3 6 (9.68%) Google
4 3 (4.84%) Microsoft
5 1 (1.61%) Cognos
5 1 (1.61%) Coverity
5 1 (1.61%) IBM
5 1 (1.61%) NVIDIA
5 1 (1.61%) Oracle
5 1 (1.61%) Symantec
5 1 (1.61%) TOWER Software