The table below looks at the statistics for Data Mining skills in IT jobs advertised for the Bristol region. Included is a guide to the salaries offered in IT jobs that have cited Data Mining over the 3 months to 25 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 May 2016
Same period 2015 Same period 2014
Data Mining
Rank 118 130 127
Rank change year-on-year
+12 -3
Permanent jobs citing Data Mining 6 3 1
As % of all permanent IT jobs located in Bristol 0.35% 0.15% 0.050%
As % of the Database & Business Intelligence category 1.21% 0.53% 0.16%
Number of salaries quoted 4 3 1
Median salary £53,750 £37,500 £37,500
Median salary % change year-on-year
+43.33% -
UK excluding London median salary £47,000 £45,000 £42,500
% change year-on-year
+4.44% +5.88%
Data Mining
South West

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

Database & Business Intelligence Category
Bristol
Permanent IT job ads with a match in the
Database & Business Intelligence category
496 562 619
As % of all permanent IT jobs located in Bristol 29.06% 28.86% 30.98%
Number of salaries quoted 433 513 521
Median salary £40,000 £40,000 £37,500
Median salary % change year-on-year
- +6.66%
90% offered a salary of more than £29,000 £27,500 £29,000
10% offered a salary of more than £55,000 £52,500 £57,500
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year
+3.65% +2.50%

Data Mining
Jobs Demand Trend in Bristol

The demand trend of job ads across the Bristol region citing Data Mining as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Data Mining Jobs Demand Trend in Bristol

Data Mining
Salary Trend in Bristol

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

Data Mining Salary Trend in Bristol

Data Mining
Salary Histogram in Bristol

This chart provides a salary histogram for IT jobs citing Data Mining across the Bristol region over the 3 months to 25 May 2016.

Data Mining Salary Histogram in Bristol

Data Mining
Top 30 Related IT Skills in Bristol

For the 6 months to 25 May 2016, IT jobs citing Data Mining 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 Mining.

1 12 (57.14%) SQL
2 11 (52.38%) SQL Server
3 10 (47.62%) JavaScript
4 9 (42.86%) C#
5 8 (38.10%) .NET
5 8 (38.10%) Finance
6 7 (33.33%) Machine Learning
7 6 (28.57%) Business Intelligence
8 5 (23.81%) E-Commerce
8 5 (23.81%) MySQL
8 5 (23.81%) ASP.NET
8 5 (23.81%) CSS
8 5 (23.81%) HTML
8 5 (23.81%) PostgreSQL
8 5 (23.81%) Web Design
8 5 (23.81%) MVC
8 5 (23.81%) SQL Server Reporting Services
8 5 (23.81%) Responsive Web Design
8 5 (23.81%) KnockoutJS
8 5 (23.81%) Amazon DynamoDB
8 5 (23.81%) Elasticsearch
8 5 (23.81%) AngularJS
8 5 (23.81%) Node.js
8 5 (23.81%) Amazon AWS
8 5 (23.81%) ASP.NET MVC
8 5 (23.81%) API Development
9 4 (19.05%) Analytics
9 4 (19.05%) SQL Server Analysis Services
9 4 (19.05%) VBA
10 3 (14.29%) PL/SQL

Data Mining
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 5 (23.81%) Elasticsearch
1 5 (23.81%) Node.js
2 1 (4.76%) SAS
Applications
1 2 (9.52%) MS Office
1 2 (9.52%) MS PowerPoint
1 2 (9.52%) MS Visio
2 1 (4.76%) MS Excel
2 1 (4.76%) Spreadsheet
2 1 (4.76%) SPSS
Business Applications
1 1 (4.76%) SAP CO
1 1 (4.76%) SAP FI
1 1 (4.76%) SAP FI/CO
Cloud Services
1 5 (23.81%) Amazon AWS
Database & Business Intelligence
1 11 (52.38%) SQL Server
2 5 (23.81%) Amazon DynamoDB
2 5 (23.81%) MySQL
2 5 (23.81%) PostgreSQL
2 5 (23.81%) SQL Server Reporting Services
3 4 (19.05%) SQL Server Analysis Services
4 3 (14.29%) SQL Server Integration Services
5 2 (9.52%) PowerCenter
6 1 (4.76%) Big Data
6 1 (4.76%) Data Warehouse
6 1 (4.76%) Power BI
General
1 8 (38.10%) Finance
2 2 (9.52%) Marketing
Job Titles
1 6 (28.57%) Administrator
1 6 (28.57%) Analyst
2 5 (23.81%) AWS Engineer
2 5 (23.81%) Elasticsearch Engineer
2 5 (23.81%) Machine Learning Engineer
3 3 (14.29%) DBA
3 3 (14.29%) SQL DBA
3 3 (14.29%) Systems Administrator
4 2 (9.52%) Business Information Analyst
4 2 (9.52%) Business Intelligence Analyst
4 2 (9.52%) Data Scientist
4 2 (9.52%) Development DBA
4 2 (9.52%) Information Analyst
4 2 (9.52%) Senior Analyst
5 1 (4.76%) CRM Database Manager
5 1 (4.76%) CRM Manager
5 1 (4.76%) Database Marketing Manager
5 1 (4.76%) Marketing Database Manager
5 1 (4.76%) Senior Database Manager
5 1 (4.76%) Senior Information Analyst
Libraries, Frameworks & Software Standards
1 8 (38.10%) .NET
2 5 (23.81%) AngularJS
2 5 (23.81%) ASP.NET
2 5 (23.81%) ASP.NET MVC
2 5 (23.81%) CSS
2 5 (23.81%) HTML
2 5 (23.81%) KnockoutJS
3 2 (9.52%) Natural Language Processing
4 1 (4.76%) ODBC
Miscellaneous
1 3 (14.29%) Analytical Skills
2 2 (9.52%) Artificial Intelligence
2 2 (9.52%) Computer Science
2 2 (9.52%) Mathematics
2 2 (9.52%) Neural Network
2 2 (9.52%) Statistics
Processes & Methodologies
1 7 (33.33%) Machine Learning
2 6 (28.57%) Business Intelligence
3 5 (23.81%) API Development
3 5 (23.81%) E-Commerce
3 5 (23.81%) MVC
3 5 (23.81%) Responsive Web Design
3 5 (23.81%) Web Design
4 4 (19.05%) Analytics
5 3 (14.29%) Agile Software Development
5 3 (14.29%) CAD
5 3 (14.29%) Data Analysis
5 3 (14.29%) PLM
6 2 (9.52%) Data Analytics
6 2 (9.52%) Data Cleansing
6 2 (9.52%) Deep Learning
6 2 (9.52%) Fraud Detection
6 2 (9.52%) Mentoring
6 2 (9.52%) Stakeholder Management
7 1 (4.76%) Data Architecture
7 1 (4.76%) Predictive Modelling
Programming Languages
1 12 (57.14%) SQL
2 10 (47.62%) JavaScript
3 9 (42.86%) C#
4 4 (19.05%) VBA
5 3 (14.29%) PL/SQL
5 3 (14.29%) VB.NET
6 2 (9.52%) Python
6 2 (9.52%) R
7 1 (4.76%) C++
7 1 (4.76%) Java
7 1 (4.76%) Perl
7 1 (4.76%) PHP
7 1 (4.76%) Ruby
Qualifications
1 3 (14.29%) Degree
2 2 (9.52%) PhD
3 1 (4.76%) ACCA
3 1 (4.76%) CIMA
Vendors
1 2 (9.52%) Informatica
1 2 (9.52%) Microsoft
1 2 (9.52%) Oracle
1 2 (9.52%) Tableau
2 1 (4.76%) Hyperion
2 1 (4.76%) SAP