Period
to 14 August 2018

The following table provides summary statistics for permanent job vacancies advertised in the South East 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 14 August 2018 with a comparison to the same period in the previous 2 years.

Data Mining
England > South East
6 months to
14 Aug 2018
Same period 2017 Same period 2016
Rank 490 402 454
Rank change year-on-year -88 +52 +77
Permanent jobs citing Data Mining 58 137 181
As % of all permanent IT jobs advertised in the South East 0.20% 0.47% 0.49%
As % of the Database & Business Intelligence category 0.68% 1.52% 1.58%
Number of salaries quoted 52 109 162
South East median annual salary £53,000 £62,500 £45,000
Median salary % change year-on-year -15.20% +38.89% -
10th Percentile £25,750 £31,500 £30,050
90th Percentile £85,000 £75,000 £82,500
England median annual salary £53,000 £55,000 £55,000
% change year-on-year -3.64% - +10.00%

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 the South East with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
South East
Permanent vacancies with a requirement for database or business intelligence skills 8,518 8,999 11,481
As % of all permanent IT jobs advertised in the South East 28.73% 30.69% 30.79%
Number of salaries quoted 7,160 7,773 10,168
South East median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +5.88%
10th Percentile £30,000 £27,500 £27,500
90th Percentile £68,750 £66,250 £65,000
England median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

Data Mining
Job Vacancy Trend in the South East

Job postings citing Data Mining as a percentage of all IT jobs advertised in the South East.

Job vacancy trend for Data Mining in the South East

Data Mining
Salary Trend in the South East

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

Salary trend for Data Mining in the South East

Data Mining
Salary Histogram in the South East

The salary distribution of IT jobs citing Data Mining in the South East over the 6 months to 14 August 2018.

Salary histogram for Data Mining in the South East

Data Mining
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mining within the South East region over the 6 months to 14 August 2018. 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
Thames Valley -25 26 £41,500 -40.71% 1
Berkshire -19 18 £45,000 -18.18% 1
Surrey -1 13 £65,000 -
Oxfordshire -10 8 £26,500 -67.88%
West Sussex -18 7 £52,500 -19.23%
Hampshire -29 4 £47,000 +17.50% 1
Sussex - 4 £95,000 -
Kent +12 3 £95,000 +171.43%
Middlesex - 2 £75,000 -
East Sussex - 1 £46,500 -
Data Mining
England

For the 6 months to 14 August 2018, IT jobs citing Data Mining also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the South East region with a requirement for Data Mining.

1 28 (48.28%) SQL
2 22 (37.93%) Analytical Skills
3 21 (36.21%) Finance
4 20 (34.48%) Analytics
5 19 (32.76%) Microsoft Excel
6 17 (29.31%) Business Intelligence
7 16 (27.59%) Microsoft
8 15 (25.86%) Python
9 14 (24.14%) SQL Server
9 14 (24.14%) Retail
9 14 (24.14%) Data Science
10 13 (22.41%) Agile Software Development
11 12 (20.69%) Statistics
11 12 (20.69%) Java
11 12 (20.69%) Data Quality
11 12 (20.69%) Visualisation
12 11 (18.97%) Hadoop
12 11 (18.97%) Machine Learning
12 11 (18.97%) Service Delivery Management
12 11 (18.97%) Service Management
12 11 (18.97%) Service Delivery
12 11 (18.97%) Degree
13 10 (17.24%) Microsoft PowerPoint
13 10 (17.24%) Handset
13 10 (17.24%) EPoS
13 10 (17.24%) SLA
13 10 (17.24%) Hardware Maintenance
13 10 (17.24%) Self-Motivation
13 10 (17.24%) Data Engineering
13 10 (17.24%) Power BI

Data Mining
Co-occurring IT Skills in the South East 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 9 (15.52%) SAS
2 6 (10.34%) Apache Spark
3 4 (6.90%) CMS
3 4 (6.90%) Hyperledger
4 1 (1.72%) SharePoint
Applications
1 19 (32.76%) Microsoft Excel
2 10 (17.24%) Microsoft PowerPoint
Cloud Services
1 9 (15.52%) Amazon AWS
1 9 (15.52%) Microsoft Azure
Database & Business Intelligence
1 14 (24.14%) SQL Server
2 11 (18.97%) Hadoop
3 10 (17.24%) Power BI
4 9 (15.52%) Apache Hive
4 9 (15.52%) Relational Database
5 7 (12.07%) Big Data
5 7 (12.07%) SQL Server 2016
5 7 (12.07%) SQL Server Integration Services
6 6 (10.34%) Data Warehouse
6 6 (10.34%) HBase
7 5 (8.62%) Blockchain
8 3 (5.17%) Data Lake
8 3 (5.17%) Oracle Database
8 3 (5.17%) RDBMS
8 3 (5.17%) Sqoop
9 2 (3.45%) OLAP
9 2 (3.45%) Oracle Database 10g
9 2 (3.45%) Oracle Database 11g
9 2 (3.45%) Oracle OLAP
9 2 (3.45%) QlikView
Development Applications
1 1 (1.72%) CMake
1 1 (1.72%) Git (software)
1 1 (1.72%) JIRA
General
1 21 (36.21%) Finance
2 14 (24.14%) Retail
3 1 (1.72%) Automotive
3 1 (1.72%) Games
3 1 (1.72%) Local Government
3 1 (1.72%) Marketing
Job Titles
1 29 (50.00%) Analyst
2 16 (27.59%) Data Analyst
3 10 (17.24%) Service Analyst
4 9 (15.52%) Data Scientist
5 7 (12.07%) SQL Analyst
6 6 (10.34%) Architect
6 6 (10.34%) SQL Data Analyst
7 5 (8.62%) Analytics Manager
7 5 (8.62%) Systems Analyst
8 4 (6.90%) Developer
8 4 (6.90%) Senior Analytics Manager
8 4 (6.90%) Senior Manager
9 3 (5.17%) Data Architect
9 3 (5.17%) Data Engineer
9 3 (5.17%) Product Architect
9 3 (5.17%) Senior Data Scientist
10 2 (3.45%) Administrator
10 2 (3.45%) DBA
10 2 (3.45%) Lead Developer
10 2 (3.45%) Oracle DBA
Libraries, Frameworks & Software Standards
1 8 (13.79%) D3.js
2 4 (6.90%) AngularJS
2 4 (6.90%) Express
2 4 (6.90%) ggplot
2 4 (6.90%) Middleware
2 4 (6.90%) Node.js
2 4 (6.90%) Pandas
2 4 (6.90%) React
2 4 (6.90%) TensorFlow
3 3 (5.17%) Bokeh
3 3 (5.17%) J2EE
4 2 (3.45%) Boost C++ Libraries
4 2 (3.45%) Natural Language Processing
4 2 (3.45%) STL
5 1 (1.72%) .NET
5 1 (1.72%) OpenGL
5 1 (1.72%) Qt
5 1 (1.72%) RESTful
5 1 (1.72%) WCF
5 1 (1.72%) Web Services
Miscellaneous
1 22 (37.93%) Analytical Skills
2 10 (17.24%) EPoS
2 10 (17.24%) Handset
2 10 (17.24%) Self-Motivation
3 7 (12.07%) Algorithms
4 6 (10.34%) Computer Science
5 4 (6.90%) Enterprise Software
6 2 (3.45%) Data Centre
6 2 (3.45%) Management Information System
6 2 (3.45%) Replication
7 1 (1.72%) Credit Risk
7 1 (1.72%) CUDA
7 1 (1.72%) Embedded Systems
7 1 (1.72%) GPGPU
7 1 (1.72%) Hedge funds
7 1 (1.72%) Robotics
7 1 (1.72%) User Experience
7 1 (1.72%) Virtual Team
Operating Systems
1 6 (10.34%) Linux
2 1 (1.72%) Mac OS
2 1 (1.72%) Windows
Processes & Methodologies
1 20 (34.48%) Analytics
2 17 (29.31%) Business Intelligence
3 14 (24.14%) Data Science
4 13 (22.41%) Agile Software Development
5 12 (20.69%) Statistics
5 12 (20.69%) Visualisation
6 11 (18.97%) Machine Learning
6 11 (18.97%) Service Delivery
6 11 (18.97%) Service Delivery Management
6 11 (18.97%) Service Management
7 10 (17.24%) Business Development
7 10 (17.24%) Data Engineering
7 10 (17.24%) Hardware Maintenance
7 10 (17.24%) Trend Analysis
8 9 (15.52%) ETL
8 9 (15.52%) MapReduce
9 8 (13.79%) Data Analytics
10 7 (12.07%) Data Analysis
10 7 (12.07%) Master Data Management
10 7 (12.07%) Statistical Analysis
Programming Languages
1 28 (48.28%) SQL
2 15 (25.86%) Python
3 12 (20.69%) Java
4 10 (17.24%) R
5 9 (15.52%) PL/SQL
6 7 (12.07%) T-SQL
7 6 (10.34%) C++
8 5 (8.62%) MATLAB
8 5 (8.62%) Scala
9 4 (6.90%) C
9 4 (6.90%) Go
9 4 (6.90%) JavaScript
10 3 (5.17%) VBA
11 1 (1.72%) C#
Qualifications
1 11 (18.97%) Degree
2 3 (5.17%) Master's Degree
3 2 (3.45%) OCP
3 2 (3.45%) Oracle Certification
4 1 (1.72%) Computer Science Degree
4 1 (1.72%) ITIL Certification
4 1 (1.72%) Microsoft Certification
4 1 (1.72%) Numerate Degree
4 1 (1.72%) PhD
4 1 (1.72%) SC Cleared
4 1 (1.72%) Security Cleared
Quality Assurance & Compliance
1 12 (20.69%) Data Quality
2 10 (17.24%) SLA
3 1 (1.72%) IFRS
3 1 (1.72%) IFRS 9
System Software
1 3 (5.17%) HDFS
Systems Management
1 3 (5.17%) Hadoop YARN
2 2 (3.45%) Data Guard
3 1 (1.72%) Systems Management Server (SMS)
Vendors
1 16 (27.59%) Microsoft
2 10 (17.24%) ServiceNow
3 8 (13.79%) Tableau
4 6 (10.34%) Talend
5 4 (6.90%) Oracle
6 3 (5.17%) Capita
7 2 (3.45%) Alteryx
8 1 (1.72%) Northgate
8 1 (1.72%) Sage
8 1 (1.72%) SAP