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

3 months to
26 Jul 2016
Same period 2015 Same period 2014
Data Mining
Rank 109 134 119
Rank change year-on-year
+25 -15
Permanent jobs citing Data Mining 8 3 4
As % of all permanent IT jobs located in Bristol 0.49% 0.16% 0.22%
As % of the Database & Business Intelligence category 1.72% 0.48% 0.67%
Number of salaries quoted 6 3 0
Median salary £30,500 £32,500 -
Median salary % change year-on-year
-6.15% -
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +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
464 627 598
As % of all permanent IT jobs located in Bristol 28.64% 33.07% 32.93%
Number of salaries quoted 406 569 477
Median salary £41,000 £40,000 £40,000
Median salary % change year-on-year
+2.50% -
90% offered a salary of more than £30,000 £27,500 £28,500
10% offered a salary of more than £62,500 £55,000 £57,500
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

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
Top 30 Related IT Skills in Bristol

For the 6 months to 26 July 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 10 (50.00%) SQL
2 8 (40.00%) JavaScript
2 8 (40.00%) Finance
2 8 (40.00%) Analytical Skills
3 7 (35.00%) SQL Server
4 6 (30.00%) Machine Learning
5 5 (25.00%) R
5 5 (25.00%) C#
5 5 (25.00%) Business Intelligence
5 5 (25.00%) Data Analysis
6 4 (20.00%) PostgreSQL
6 4 (20.00%) Web Design
6 4 (20.00%) MVC
6 4 (20.00%) SQL Server Reporting Services
6 4 (20.00%) Python
6 4 (20.00%) E-Commerce
6 4 (20.00%) HTML
6 4 (20.00%) .NET
6 4 (20.00%) MySQL
6 4 (20.00%) ASP.NET
6 4 (20.00%) CSS
6 4 (20.00%) Node.js
6 4 (20.00%) Tableau
6 4 (20.00%) Data Governance
6 4 (20.00%) KnockoutJS
6 4 (20.00%) Amazon AWS
6 4 (20.00%) ASP.NET MVC
6 4 (20.00%) Responsive Web Design
6 4 (20.00%) AngularJS
6 4 (20.00%) API Development

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 4 (20.00%) Elasticsearch
2 2 (10.00%) SAS
Applications
1 3 (15.00%) Spreadsheet
2 2 (10.00%) SPSS
3 1 (5.00%) MS Excel
Business Applications
1 3 (15.00%) WebTrends
2 1 (5.00%) SAP CO
2 1 (5.00%) SAP FI
2 1 (5.00%) SAP FI/CO
Cloud Services
1 4 (20.00%) Amazon AWS
Database & Business Intelligence
1 7 (35.00%) SQL Server
2 4 (20.00%) Amazon DynamoDB
2 4 (20.00%) MySQL
2 4 (20.00%) PostgreSQL
2 4 (20.00%) SQL Server Reporting Services
3 3 (15.00%) Data Mart
3 3 (15.00%) Data Warehouse
3 3 (15.00%) Relational Database
3 3 (15.00%) SQL Server Analysis Services
4 2 (10.00%) Big Data
4 2 (10.00%) SQL Server Integration Services
5 1 (5.00%) Power BI
General
1 8 (40.00%) Finance
2 1 (5.00%) General Ledger
2 1 (5.00%) Marketing
2 1 (5.00%) Retail
Job Titles
1 9 (45.00%) Analyst
2 4 (20.00%) AWS Engineer
2 4 (20.00%) Business Intelligence Analyst
2 4 (20.00%) Elasticsearch Engineer
2 4 (20.00%) Machine Learning Engineer
3 3 (15.00%) Data Analyst
4 2 (10.00%) Administrator
4 2 (10.00%) Business Analyst
4 2 (10.00%) Data Scientist
4 2 (10.00%) DBA
4 2 (10.00%) SQL DBA
5 1 (5.00%) CRM Database Manager
5 1 (5.00%) Direct Marketing Manager
5 1 (5.00%) Excel Analyst
5 1 (5.00%) Marketing Database Manager
5 1 (5.00%) Report Manager
5 1 (5.00%) Senior Database Manager
5 1 (5.00%) Senior Manager
5 1 (5.00%) Senior Marketing Manager
5 1 (5.00%) SQL Analyst
Libraries, Frameworks & Software Standards
1 4 (20.00%) .NET
1 4 (20.00%) AngularJS
1 4 (20.00%) ASP.NET
1 4 (20.00%) ASP.NET MVC
1 4 (20.00%) CSS
1 4 (20.00%) HTML
1 4 (20.00%) KnockoutJS
1 4 (20.00%) Node.js
2 2 (10.00%) Natural Language Processing
3 1 (5.00%) ODBC
Miscellaneous
1 8 (40.00%) Analytical Skills
2 3 (15.00%) Statistics
3 2 (10.00%) Artificial Intelligence
3 2 (10.00%) Computer Science
3 2 (10.00%) Mathematics
3 2 (10.00%) Neural Network
Processes & Methodologies
1 6 (30.00%) Machine Learning
2 5 (25.00%) Business Intelligence
2 5 (25.00%) Data Analysis
3 4 (20.00%) API Development
3 4 (20.00%) Data Governance
3 4 (20.00%) E-Commerce
3 4 (20.00%) MVC
3 4 (20.00%) Responsive Web Design
3 4 (20.00%) Web Design
4 3 (15.00%) Actionable Insight
4 3 (15.00%) Analytics
4 3 (15.00%) Data Architecture
4 3 (15.00%) Data Protection
4 3 (15.00%) Predictive Modelling
5 2 (10.00%) Data Analytics
5 2 (10.00%) Data Cleansing
5 2 (10.00%) Deep Learning
5 2 (10.00%) Statistical Analysis
6 1 (5.00%) Business Transformation
6 1 (5.00%) Customer Insight
Programming Languages
1 10 (50.00%) SQL
2 8 (40.00%) JavaScript
3 5 (25.00%) C#
3 5 (25.00%) R
4 4 (20.00%) Python
5 2 (10.00%) VBA
6 1 (5.00%) C++
6 1 (5.00%) Java
6 1 (5.00%) Perl
6 1 (5.00%) PL/SQL
6 1 (5.00%) Ruby
Qualifications
1 2 (10.00%) PhD
2 1 (5.00%) ACCA
2 1 (5.00%) CIMA
2 1 (5.00%) Degree
Quality Assurance & Compliance
1 3 (15.00%) Data Quality
Vendors
1 4 (20.00%) Tableau
2 2 (10.00%) Microsoft
3 1 (5.00%) Cognizant
3 1 (5.00%) Hyperion
3 1 (5.00%) SAP