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 29 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Jul 2016
Same period 2015 Same period 2014
Data Analysis
Rank 101 118 93
Rank change year-on-year
+17 -25
Permanent jobs citing Data Analysis 20 21 31
As % of all permanent IT jobs located in Bristol 1.23% 1.14% 1.71%
As % of the Processes & Methodologies category 1.37% 1.26% 1.94%
Number of salaries quoted 15 16 19
Median salary £32,500 £35,500 £35,000
Median salary % change year-on-year
-8.45% +1.42%
90% offered a salary of more than £30,000 £27,500 £29,900
10% offered a salary of more than £71,000 £62,500 £55,000
UK excluding London median salary £40,000 £38,000 £39,000
% change year-on-year
+5.26% -2.56%
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
1456 1663 1601
As % of all permanent IT jobs located in Bristol 89.71% 90.18% 88.36%
Number of salaries quoted 1257 1443 1268
Median salary £43,000 £42,500 £42,500
Median salary % change year-on-year
+1.17% -
90% offered a salary of more than £31,350 £27,500 £28,576
10% offered a salary of more than £65,000 £61,500 £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 29 July 2016.

Data Analysis Salary Histogram in Bristol

Data Analysis
Top 30 Related IT Skills in Bristol

For the 6 months to 29 July 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 27 (47.37%) SQL
2 22 (38.60%) SQL Server
3 20 (35.09%) Business Intelligence
4 19 (33.33%) Finance
5 14 (24.56%) UML
5 14 (24.56%) Matrix Organization
6 13 (22.81%) Security Cleared
6 13 (22.81%) Data Governance
6 13 (22.81%) Data Warehouse
6 13 (22.81%) TOGAF
7 12 (21.05%) MS Excel
7 12 (21.05%) Analytical Skills
8 11 (19.30%) SAS
8 11 (19.30%) Management Information System
8 11 (19.30%) SQL Server Reporting Services
9 10 (17.54%) Data Management
9 10 (17.54%) Software Engineering
9 10 (17.54%) Requirements Engineering
10 9 (15.79%) Data Quality
10 9 (15.79%) Big Data
10 9 (15.79%) Matrix Management
11 8 (14.04%) ETL
11 8 (14.04%) SAP
11 8 (14.04%) T-SQL
11 8 (14.04%) Logistics
11 8 (14.04%) Banking
11 8 (14.04%) SQL Server Integration Services
12 7 (12.28%) Use Case
12 7 (12.28%) BPMN
12 7 (12.28%) Military

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 11 (19.30%) SAS
2 4 (7.02%) SharePoint
3 2 (3.51%) Apache Pig
3 2 (3.51%) Apache Spark
Applications
1 12 (21.05%) MS Excel
2 7 (12.28%) MS Office
3 6 (10.53%) MS PowerPoint
3 6 (10.53%) MS Visio
4 2 (3.51%) Spreadsheet
4 2 (3.51%) SPSS
Business Applications
1 3 (5.26%) WebTrends
2 1 (1.75%) SAP Oil and Gas
Cloud Services
1 1 (1.75%) Google Analytics
1 1 (1.75%) Google Drive
Communications & Networking
1 1 (1.75%) Radio Access Network
Database & Business Intelligence
1 22 (38.60%) SQL Server
2 13 (22.81%) Data Warehouse
3 11 (19.30%) SQL Server Reporting Services
4 9 (15.79%) Big Data
5 8 (14.04%) SQL Server Integration Services
6 6 (10.53%) SQL Server Analysis Services
7 5 (8.77%) Data Mining
8 3 (5.26%) Data Mart
8 3 (5.26%) Relational Database
9 2 (3.51%) Apache Hive
9 2 (3.51%) Base SAS
9 2 (3.51%) Hadoop
9 2 (3.51%) Mahout
10 1 (1.75%) BusinessObjects
10 1 (1.75%) MS Access
10 1 (1.75%) Power BI
Development Applications
1 6 (10.53%) Eclipse
General
1 19 (33.33%) Finance
2 8 (14.04%) Banking
3 7 (12.28%) Military
4 6 (10.53%) Pharmaceutical
5 4 (7.02%) Telecoms
6 2 (3.51%) Retail
7 1 (1.75%) Advertising
7 1 (1.75%) Electronics
7 1 (1.75%) Legal
7 1 (1.75%) Manufacturing
7 1 (1.75%) Marketing
Job Titles
1 21 (36.84%) Analyst
2 16 (28.07%) Developer
3 13 (22.81%) Data Analyst
4 9 (15.79%) Business Developer
4 9 (15.79%) Business Intelligence Developer
5 6 (10.53%) Data Quality Analyst
5 6 (10.53%) Quality Analyst
6 5 (8.77%) Architect
6 5 (8.77%) Java Developer
6 5 (8.77%) Solutions Architect
7 3 (5.26%) Business Analyst
7 3 (5.26%) Business Intelligence Analyst
8 2 (3.51%) Administrator
8 2 (3.51%) Data Business Analyst
8 2 (3.51%) DBA
8 2 (3.51%) Operations Manager
8 2 (3.51%) SAS Developer
8 2 (3.51%) Senior Data Scientist
8 2 (3.51%) Software Engineer
8 2 (3.51%) SQL DBA
Libraries, Frameworks & Software Standards
1 3 (5.26%) .NET
1 3 (5.26%) ASP.NET
1 3 (5.26%) XML
Miscellaneous
1 12 (21.05%) Analytical Skills
2 11 (19.30%) Management Information System
3 5 (8.77%) Visualisation
4 4 (7.02%) Algorithms
4 4 (7.02%) Statistics
5 2 (3.51%) Digital Media
5 2 (3.51%) Mathematics
5 2 (3.51%) Security Operations Centre
6 1 (1.75%) Data Structures
6 1 (1.75%) Economics
Operating Systems
1 6 (10.53%) Linux
Processes & Methodologies
1 20 (35.09%) Business Intelligence
2 14 (24.56%) Matrix Organization
2 14 (24.56%) UML
3 13 (22.81%) Data Governance
3 13 (22.81%) TOGAF
4 10 (17.54%) Data Management
4 10 (17.54%) Requirements Engineering
4 10 (17.54%) Software Engineering
5 9 (15.79%) Matrix Management
6 8 (14.04%) ETL
6 8 (14.04%) Logistics
7 7 (12.28%) ArchiMate
7 7 (12.28%) BPMN
7 7 (12.28%) Coaching
7 7 (12.28%) Use Case
8 6 (10.53%) Cost-Benefit Analysis
8 6 (10.53%) Data Modelling
8 6 (10.53%) E-Commerce
8 6 (10.53%) Root Cause Analysis
8 6 (10.53%) Validation
Programming Languages
1 27 (47.37%) SQL
2 8 (14.04%) T-SQL
3 6 (10.53%) C
3 6 (10.53%) C++
3 6 (10.53%) Java
4 3 (5.26%) Python
4 3 (5.26%) R
4 3 (5.26%) VB
5 2 (3.51%) MATLAB
5 2 (3.51%) Scala
6 1 (1.75%) VBA
Qualifications
1 13 (22.81%) Security Cleared
2 4 (7.02%) SC Cleared
3 3 (5.26%) Degree
4 2 (3.51%) CISA
4 2 (3.51%) CISM
4 2 (3.51%) CISSP
4 2 (3.51%) GCIA
4 2 (3.51%) GCIH
4 2 (3.51%) SANS
5 1 (1.75%) DV Cleared
5 1 (1.75%) PRINCE2 Certification
Quality Assurance & Compliance
1 9 (15.79%) Data Quality
2 2 (3.51%) GPG13
2 2 (3.51%) HMG Infosec
2 2 (3.51%) ISO/IEC 27001
3 1 (1.75%) SLA
System Software
1 2 (3.51%) Snort
Systems Management
1 2 (3.51%) Nessus
Vendors
1 8 (14.04%) SAP
2 7 (12.28%) IBM
3 6 (10.53%) Ab Initio
3 6 (10.53%) Informatica
4 5 (8.77%) Microsoft
5 2 (3.51%) ArcSight
5 2 (3.51%) Oracle
6 1 (1.75%) Google
Bristol, Avon
Hargreaves Lansdown
Salary: Competitive
Posted: Yesterday
Bristol, Avon
Novate IT Ltd
Salary: £0.000 per hour
Posted: 2 days ago
Bristol, Avon
Abide Financial
Salary: From £25,000 to £35,000 per annum
Posted: 7 days ago
Bristol, South West, United Kingdom
Hargreaves Lansdown
Salary: Competitive + Benefits
Posted: 4 days ago