The table below looks at the statistics for Data Analysis skills in IT jobs advertised for the Bristol region. Included is a guide to the salaries offered in IT jobs that have cited Data Analysis over the 3 months to 5 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 May 2016
Same period 2015 Same period 2014
Data Analysis
Rank 94 110 102
Rank change year-on-year
+16 -8
Permanent jobs citing Data Analysis 37 24 26
As % of all permanent IT jobs located in Bristol 2.05% 1.19% 1.29%
As % of the Processes & Methodologies category 2.30% 1.39% 1.47%
Number of salaries quoted 34 16 21
Median salary £41,750 £43,750 £42,500
Median salary % change year-on-year
-4.57% +2.94%
90% offered a salary of more than £31,500 £28,500 £27,500
10% offered a salary of more than £61,800 £59,500 £55,000
UK excluding London median salary £40,000 £37,500 £38,500
% change year-on-year
+6.66% -2.59%
Data Analysis
South West

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Bristol region.

Processes & Methodologies Category
Bristol
Permanent IT job ads with a match in the
Processes & Methodologies category
1610 1721 1768
As % of all permanent IT jobs located in Bristol 89.25% 85.28% 87.92%
Number of salaries quoted 1408 1450 1407
Median salary £42,500 £42,500 £42,500
90% offered a salary of more than £29,600 £30,000 £28,900
10% offered a salary of more than £63,000 £60,000 £65,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Analysis
Jobs Demand Trend in Bristol

The demand trend of job ads across the Bristol region citing Data Analysis as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Analysis Jobs Demand Trend 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 across the Bristol region.

Data Analysis Salary Trend in Bristol

Data Analysis
Salary Histogram in Bristol

This chart provides a salary histogram for IT jobs citing Data Analysis across the Bristol region over the 3 months to 5 May 2016.

Data Analysis Salary Histogram in Bristol

Data Analysis
Top 30 Related IT Skills in Bristol

For the 6 months to 5 May 2016, IT jobs citing Data Analysis 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 Analysis.

1 31 (46.97%) SQL
2 22 (33.33%) Software Engineering
3 20 (30.30%) SQL Server
4 17 (25.76%) Security Cleared
5 16 (24.24%) UML
5 16 (24.24%) Business Intelligence
6 14 (21.21%) Management Information System
6 14 (21.21%) Visualisation
6 14 (21.21%) Big Data
7 13 (19.70%) Data Warehouse
7 13 (19.70%) Finance
7 13 (19.70%) TOGAF
8 12 (18.18%) MS Excel
8 12 (18.18%) Requirements Engineering
8 12 (18.18%) Analytical Skills
9 11 (16.67%) Data Visualisation
9 11 (16.67%) Stakeholder Management
10 10 (15.15%) Banking
10 10 (15.15%) Microsoft
10 10 (15.15%) Data Modelling
10 10 (15.15%) ETL
10 10 (15.15%) SAS
10 10 (15.15%) C++
10 10 (15.15%) Data Governance
11 9 (13.64%) SQL Server Analysis Services
11 9 (13.64%) Data Management
11 9 (13.64%) SQL Server Reporting Services
11 9 (13.64%) SQL Server Integration Services
12 8 (12.12%) Supplier Management
12 8 (12.12%) Validation

Data Analysis
Top Related 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 10 (15.15%) SAS
2 3 (4.55%) SharePoint
Applications
1 12 (18.18%) MS Excel
2 7 (10.61%) MS Office
3 6 (9.09%) MS PowerPoint
3 6 (9.09%) MS Visio
4 2 (3.03%) MS Project
4 2 (3.03%) Spreadsheet
4 2 (3.03%) SPSS
Business Applications
1 1 (1.52%) SAP Oil and Gas
Cloud Services
1 2 (3.03%) Amazon AWS
1 2 (3.03%) SaaS
2 1 (1.52%) Google Analytics
2 1 (1.52%) Google Drive
Communications & Networking
1 5 (7.58%) SSL
2 2 (3.03%) Firewall
2 2 (3.03%) Internet
3 1 (1.52%) Radio Access Network
Database & Business Intelligence
1 20 (30.30%) SQL Server
2 14 (21.21%) Big Data
3 13 (19.70%) Data Warehouse
4 9 (13.64%) SQL Server Analysis Services
4 9 (13.64%) SQL Server Integration Services
4 9 (13.64%) SQL Server Reporting Services
5 3 (4.55%) Data Mining
6 2 (3.03%) Amazon Redshift
6 2 (3.03%) BusinessObjects
6 2 (3.03%) Enterprise Data Warehouse
6 2 (3.03%) Microsoft Power View
6 2 (3.03%) MS Access
6 2 (3.03%) OLAP
6 2 (3.03%) OLAP Cube
6 2 (3.03%) Pentaho
6 2 (3.03%) QlikView
6 2 (3.03%) Relational Database
7 1 (1.52%) Base SAS
7 1 (1.52%) MySQL
7 1 (1.52%) SAS Enterprise Guide
Development Applications
1 8 (12.12%) Eclipse
2 2 (3.03%) LabVIEW
General
1 13 (19.70%) Finance
2 10 (15.15%) Banking
3 7 (10.61%) Military
4 6 (9.09%) Pharmaceutical
5 4 (6.06%) Retail
5 4 (6.06%) Telecoms
6 3 (4.55%) Electronics
6 3 (4.55%) Manufacturing
7 1 (1.52%) Advertising
7 1 (1.52%) Legal
7 1 (1.52%) Marketing
Job Titles
1 22 (33.33%) Analyst
2 12 (18.18%) Developer
3 11 (16.67%) Data Analyst
4 9 (13.64%) Business Intelligence Developer
5 8 (12.12%) Software Engineer
6 7 (10.61%) Business Developer
7 6 (9.09%) Architect
7 6 (9.09%) Business Analyst
7 6 (9.09%) Data Quality Analyst
7 6 (9.09%) Java Engineer
7 6 (9.09%) Java Software Engineer
7 6 (9.09%) Quality Analyst
7 6 (9.09%) Solutions Architect
8 5 (7.58%) Data Business Analyst
9 4 (6.06%) Operations Manager
9 4 (6.06%) SOC Manager
10 3 (4.55%) Administrator
10 3 (4.55%) Business Intelligence Analyst
10 3 (4.55%) DBA
10 3 (4.55%) SQL DBA
Libraries, Frameworks & Software Standards
1 3 (4.55%) .NET
1 3 (4.55%) ASP.NET
1 3 (4.55%) D3.js
1 3 (4.55%) XML
Miscellaneous
1 14 (21.21%) Management Information System
1 14 (21.21%) Visualisation
2 12 (18.18%) Analytical Skills
3 7 (10.61%) Statistics
4 5 (7.58%) Algorithms
4 5 (7.58%) Security Operations Centre
5 4 (6.06%) Physics
6 3 (4.55%) Computer Science
6 3 (4.55%) Cyberthreat
6 3 (4.55%) Data Integration
6 3 (4.55%) Mathematics
7 2 (3.03%) Arduino
7 2 (3.03%) Embedded Systems
7 2 (3.03%) Internet of Things
7 2 (3.03%) Mechatronics
7 2 (3.03%) Raspberry Pi
8 1 (1.52%) Credit Risk
8 1 (1.52%) Data Structures
8 1 (1.52%) Economics
8 1 (1.52%) Mobile App
Operating Systems
1 8 (12.12%) Linux
Processes & Methodologies
1 22 (33.33%) Software Engineering
2 16 (24.24%) Business Intelligence
2 16 (24.24%) UML
3 13 (19.70%) TOGAF
4 12 (18.18%) Requirements Engineering
5 11 (16.67%) Data Visualisation
5 11 (16.67%) Stakeholder Management
6 10 (15.15%) Data Governance
6 10 (15.15%) Data Modelling
6 10 (15.15%) ETL
7 9 (13.64%) Data Management
8 8 (12.12%) Matrix Management
8 8 (12.12%) Mentoring
8 8 (12.12%) Supplier Management
8 8 (12.12%) Validation
9 7 (10.61%) ArchiMate
9 7 (10.61%) BPMN
9 7 (10.61%) E-Commerce
9 7 (10.61%) Logistics
9 7 (10.61%) Use Case
Programming Languages
1 31 (46.97%) SQL
2 10 (15.15%) C++
3 8 (12.12%) C
3 8 (12.12%) Java
3 8 (12.12%) T-SQL
4 4 (6.06%) Python
4 4 (6.06%) R
5 3 (4.55%) VB
6 1 (1.52%) PHP
6 1 (1.52%) VBA
Qualifications
1 17 (25.76%) Security Cleared
2 8 (12.12%) SC Cleared
3 5 (7.58%) Degree
4 3 (4.55%) CISA
4 3 (4.55%) CISM
4 3 (4.55%) CISSP
4 3 (4.55%) GCIA
4 3 (4.55%) GCIH
4 3 (4.55%) ISEB
4 3 (4.55%) SANS
5 2 (3.03%) DV Cleared
Quality Assurance & Compliance
1 8 (12.12%) HMG Infosec
2 7 (10.61%) Data Quality
3 5 (7.58%) GPG13
3 5 (7.58%) ISO/IEC 27001
4 1 (1.52%) QA
System Software
1 5 (7.58%) Snort
Systems Management
1 3 (4.55%) Nessus
Vendors
1 10 (15.15%) Microsoft
2 8 (12.12%) SAP
3 7 (10.61%) IBM
4 6 (9.09%) Ab Initio
4 6 (9.09%) Informatica
5 5 (7.58%) ArcSight
6 3 (4.55%) Teradata
7 2 (3.03%) Hyperion
7 2 (3.03%) Oracle
7 2 (3.03%) SolarWinds
7 2 (3.03%) Tableau
8 1 (1.52%) Google
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