Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Somerset with a requirement for Data Mining skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Mining over the 6 months to 18 November 2017 with a comparison to the same period in the previous 2 years.

Data Mining
South West > Somerset
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 102 113 -
Rank change year-on-year +11 - +120
Permanent jobs citing Data Mining 18 6 0
As % of all permanent IT jobs advertised in Somerset 1.35% 0.45% -
As % of the Database & Business Intelligence category 3.44% 1.16% -
Number of salaries quoted 15 5 0
Somerset median annual salary £35,000 £32,500 -
Median salary % change year-on-year +7.69% - -
South West median annual salary £55,000 £50,000 £32,000
% change year-on-year +10.00% +56.25% -8.57%

Data Mining is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Somerset with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Somerset
Permanent vacancies with a requirement for database or business intelligence skills 523 517 423
As % of all permanent IT jobs advertised in Somerset 39.23% 38.41% 33.68%
Number of salaries quoted 448 457 397
Somerset median annual salary £40,000 £40,000 £37,500
Median salary % change year-on-year - +6.67% +7.14%
10th Percentile £26,250 £27,500 £23,500
90th Percentile £52,500 £57,500 £51,250
South West median annual salary £40,000 £40,000 £38,533
% change year-on-year - +3.81% +2.75%

Data Mining
Job Vacancy Trend in Somerset

Job postings citing Data Mining as a percentage of all IT jobs advertised in Somerset.

Job vacancy trend for Data Mining in Somerset

Data Mining
Salary Trend in Somerset

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

Salary trend for Data Mining in Somerset

Data Mining
Salary Histogram in Somerset

The salary distribution of IT jobs citing Data Mining in Somerset over the 6 months to 18 November 2017.

Salary histogram for Data Mining in Somerset

Data Mining
Job Locations in Somerset

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mining within the Somerset region over the 6 months to 18 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Bath -1 11 £34,250 +5.38%
Taunton - 5 £47,500 -
Data Mining
South West

For the 6 months to 18 November 2017, 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 Somerset region with a requirement for Data Mining.

1 18 (100.00%) Data Modelling
2 13 (72.22%) SQL
2 13 (72.22%) SQL Server
2 13 (72.22%) ETL
2 13 (72.22%) Business Intelligence
2 13 (72.22%) Data Warehouse
2 13 (72.22%) SQL Server Reporting Services
2 13 (72.22%) SQL Server Integration Services
2 13 (72.22%) SQL Server Analysis Services
3 12 (66.67%) BusinessObjects
3 12 (66.67%) T-SQL
3 12 (66.67%) BusinessObjects Dashboards
3 12 (66.67%) Stakeholder Engagement
3 12 (66.67%) SDLC
3 12 (66.67%) QA
4 10 (55.56%) Stakeholder Management
5 6 (33.33%) Data Management
5 6 (33.33%) TOGAF
5 6 (33.33%) Project Management
5 6 (33.33%) Master Data Management
5 6 (33.33%) Machine Learning
5 6 (33.33%) Big Data
6 5 (27.78%) NoSQL
6 5 (27.78%) Data Architecture
6 5 (27.78%) Information Architecture
6 5 (27.78%) Line Management
6 5 (27.78%) Analytical Skills
6 5 (27.78%) Data Engineering
6 5 (27.78%) Geospatial Data
6 5 (27.78%) Data Strategy

Data Mining
Co-occurring IT Skills in Somerset 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:

Cloud Services
1 1 (5.56%) Azure Data Factory
1 1 (5.56%) Microsoft Azure
Database & Business Intelligence
1 13 (72.22%) Data Warehouse
1 13 (72.22%) SQL Server
1 13 (72.22%) SQL Server Analysis Services
1 13 (72.22%) SQL Server Integration Services
1 13 (72.22%) SQL Server Reporting Services
2 12 (66.67%) BusinessObjects
2 12 (66.67%) BusinessObjects Dashboards
3 6 (33.33%) Big Data
4 5 (27.78%) Geospatial Data
4 5 (27.78%) NoSQL
5 1 (5.56%) Data Lake
5 1 (5.56%) Hadoop
5 1 (5.56%) HDInsight
5 1 (5.56%) MySQL
5 1 (5.56%) OLAP
5 1 (5.56%) Power BI
5 1 (5.56%) PowerPivot
Development Applications
1 1 (5.56%) Talend Open Studio
Job Titles
1 12 (66.67%) Business Developer
1 12 (66.67%) Business Intelligence Developer
1 12 (66.67%) Developer
2 5 (27.78%) Architect
2 5 (27.78%) Big Data Architect
2 5 (27.78%) Data Architect
2 5 (27.78%) NoSQL Architect
2 5 (27.78%) Senior Architect
2 5 (27.78%) Senior Data Architect
3 1 (5.56%) Analytics Consultant
3 1 (5.56%) Business Consultant
3 1 (5.56%) Business Intelligence Consultant
3 1 (5.56%) Consultant
Libraries, Frameworks & Software Standards
1 5 (27.78%) XML
2 1 (5.56%) MDX
Miscellaneous
1 5 (27.78%) Analytical Skills
Processes & Methodologies
1 18 (100.00%) Data Modelling
2 13 (72.22%) Business Intelligence
2 13 (72.22%) ETL
3 12 (66.67%) SDLC
3 12 (66.67%) Stakeholder Engagement
4 10 (55.56%) Stakeholder Management
5 6 (33.33%) Data Management
5 6 (33.33%) Machine Learning
5 6 (33.33%) Master Data Management
5 6 (33.33%) Project Management
5 6 (33.33%) TOGAF
6 5 (27.78%) Business Analysis
6 5 (27.78%) Change Management
6 5 (27.78%) Data Architecture
6 5 (27.78%) Data Engineering
6 5 (27.78%) Data Strategy
6 5 (27.78%) Information Architecture
6 5 (27.78%) Line Management
6 5 (27.78%) Resource Management
6 5 (27.78%) Software Engineering
Programming Languages
1 13 (72.22%) SQL
2 12 (66.67%) T-SQL
3 1 (5.56%) R
Qualifications
1 1 (5.56%) APMP
Quality Assurance & Compliance
1 12 (66.67%) QA
2 1 (5.56%) Data Quality
Vendors
1 1 (5.56%) Hortonworks
1 1 (5.56%) IDERA
1 1 (5.56%) Microsoft
1 1 (5.56%) Tableau
1 1 (5.56%) Talend