Period
to 21 May 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 21 May 2018 with a comparison to the same period in the previous 2 years.

Data Mining
England > South East
6 months to
21 May 2018
Same period 2017 Same period 2016
Rank 463 405 434
Rank change year-on-year -58 +29 +83
Permanent jobs citing Data Mining 84 133 191
As % of all permanent IT jobs advertised in the South East 0.28% 0.46% 0.51%
As % of the Database & Business Intelligence category 0.92% 1.54% 1.60%
Number of salaries quoted 65 107 152
South East median annual salary £50,000 £55,000 £45,000
Median salary % change year-on-year -9.09% +22.22% +5.88%
10th Percentile £36,900 £24,750 £31,325
90th Percentile £80,000 £72,500 £80,100
England median annual salary £55,000 £55,000 £55,000

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 9,121 8,619 11,934
As % of all permanent IT jobs advertised in the South East 30.04% 29.67% 31.64%
Number of salaries quoted 7,794 7,406 10,553
South East median annual salary £45,000 £45,000 £45,000
10th Percentile £28,750 £27,500 £27,500
90th Percentile £66,250 £65,000 £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 21 May 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 21 May 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 -18 42 £42,500 -27.66% 8
Berkshire -16 27 £50,000 -9.09% 3
Surrey -20 21 £66,250 +1.92% 2
Oxfordshire +4 14 £42,500 -24.44% 3
West Sussex -2 10 £51,250 -18.00% 1
Hampshire -43 5 £47,000 +62.07% 3
Kent +10 3 £47,500 +35.71% 1
East Sussex - 3 £45,000 -
Buckinghamshire -11 1 £60,000 -18.92% 2
Data Mining
England

For the 6 months to 21 May 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 47 (55.95%) SQL
2 32 (38.10%) Analytics
3 29 (34.52%) Python
3 29 (34.52%) Finance
4 26 (30.95%) Hadoop
5 25 (29.76%) Analytical Skills
5 25 (29.76%) SQL Server
6 21 (25.00%) Data Science
7 20 (23.81%) Big Data
7 20 (23.81%) Apache Hive
7 20 (23.81%) Data Analysis
8 19 (22.62%) Agile Software Development
9 18 (21.43%) R
10 17 (20.24%) Statistics
10 17 (20.24%) Service Management
11 16 (19.05%) EPoS
11 16 (19.05%) Java
11 16 (19.05%) Retail
11 16 (19.05%) Data Quality
11 16 (19.05%) Self-Motivation
12 14 (16.67%) Mentoring
12 14 (16.67%) C++
13 13 (15.48%) Data Modelling
13 13 (15.48%) Windows
13 13 (15.48%) Business Analysis
13 13 (15.48%) Degree
14 12 (14.29%) Business Development
14 12 (14.29%) Oracle
14 12 (14.29%) PL/SQL
14 12 (14.29%) Problem-Solving

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 11 (13.10%) Apache Spark
1 11 (13.10%) SAS
2 2 (2.38%) SharePoint
Applications
1 9 (10.71%) Microsoft Excel
2 3 (3.57%) Microsoft PowerPoint
3 1 (1.19%) Microsoft Office
3 1 (1.19%) Spreadsheet
3 1 (1.19%) SPSS
Business Applications
1 4 (4.76%) SAP HR
Cloud Services
1 11 (13.10%) Amazon AWS
2 10 (11.90%) Microsoft Azure
3 6 (7.14%) SaaS
4 4 (4.76%) SuccessFactors
5 1 (1.19%) Amazon S3
Database & Business Intelligence
1 26 (30.95%) Hadoop
2 25 (29.76%) SQL Server
3 20 (23.81%) Apache Hive
3 20 (23.81%) Big Data
4 11 (13.10%) Relational Database
5 10 (11.90%) Data Lake
6 9 (10.71%) SQL Server 2016
6 9 (10.71%) SQL Server Integration Services
7 8 (9.52%) HBase
8 3 (3.57%) MongoDB
8 3 (3.57%) Oracle Database
8 3 (3.57%) Power BI
9 2 (2.38%) Data Warehouse
9 2 (2.38%) NoSQL
9 2 (2.38%) OLAP
9 2 (2.38%) Oracle Database 11g
9 2 (2.38%) Oracle OLAP
9 2 (2.38%) SQL Server Reporting Services
9 2 (2.38%) Sqoop
9 2 (2.38%) Text Mining
Development Applications
1 6 (7.14%) JIRA
2 5 (5.95%) TestRail
General
1 29 (34.52%) Finance
2 16 (19.05%) Retail
3 6 (7.14%) Marketing
4 2 (2.38%) Law
5 1 (1.19%) Publishing
Job Titles
1 37 (44.05%) Analyst
2 16 (19.05%) Data Analyst
2 16 (19.05%) Data Scientist
3 11 (13.10%) SQL Analyst
3 11 (13.10%) SQL Data Analyst
4 9 (10.71%) Architect
4 9 (10.71%) Data Architect
5 8 (9.52%) Service Analyst
5 8 (9.52%) Technical Analyst
6 7 (8.33%) Analytics Manager
6 7 (8.33%) Big Data Architect
6 7 (8.33%) Senior Analytics Manager
6 7 (8.33%) Senior Manager
7 6 (7.14%) Senior Data Scientist
7 6 (7.14%) Systems Analyst
8 5 (5.95%) Big Data Solutions Architect
8 5 (5.95%) QA Leader
8 5 (5.95%) Solutions Architect
9 4 (4.76%) Data Engineer
10 3 (3.57%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 7 (8.33%) D3.js
1 7 (8.33%) TensorFlow
2 4 (4.76%) ggplot
2 4 (4.76%) SAP Fiori
3 3 (3.57%) Pandas
4 2 (2.38%) .NET
4 2 (2.38%) ASP.NET Web API
4 2 (2.38%) Bokeh
4 2 (2.38%) J2EE
4 2 (2.38%) Natural Language Processing
4 2 (2.38%) scikit-learn
4 2 (2.38%) WCF
4 2 (2.38%) Web Services
4 2 (2.38%) WinForms
4 2 (2.38%) WPF
5 1 (1.19%) Matplotlib
5 1 (1.19%) NumPy
5 1 (1.19%) SciPy
5 1 (1.19%) Velocity
5 1 (1.19%) XML
Miscellaneous
1 25 (29.76%) Analytical Skills
2 16 (19.05%) EPoS
2 16 (19.05%) Self-Motivation
3 10 (11.90%) Handset
4 8 (9.52%) Algorithms
5 4 (4.76%) Management Information System
6 3 (3.57%) Data Structures
7 2 (2.38%) Data Centre
7 2 (2.38%) Fintech
7 2 (2.38%) Replication
8 1 (1.19%) Client/Server
8 1 (1.19%) Computer Science
8 1 (1.19%) Virtual Team
Operating Systems
1 13 (15.48%) Windows
2 6 (7.14%) Linux
3 1 (1.19%) Unix
Processes & Methodologies
1 32 (38.10%) Analytics
2 21 (25.00%) Data Science
3 20 (23.81%) Data Analysis
4 19 (22.62%) Agile Software Development
5 17 (20.24%) Service Management
5 17 (20.24%) Statistics
6 14 (16.67%) Mentoring
7 13 (15.48%) Business Analysis
7 13 (15.48%) Data Modelling
8 12 (14.29%) Business Development
8 12 (14.29%) Data Analytics
8 12 (14.29%) Machine Learning
8 12 (14.29%) Problem-Solving
8 12 (14.29%) Visualisation
9 11 (13.10%) Coaching
9 11 (13.10%) Service Delivery
9 11 (13.10%) Service Delivery Management
10 10 (11.90%) Hardware Maintenance
10 10 (11.90%) MapReduce
10 10 (11.90%) Trend Analysis
Programming Languages
1 47 (55.95%) SQL
2 29 (34.52%) Python
3 18 (21.43%) R
4 16 (19.05%) Java
5 14 (16.67%) C++
6 12 (14.29%) PL/SQL
7 9 (10.71%) Scala
7 9 (10.71%) T-SQL
8 8 (9.52%) C
9 3 (3.57%) C#
9 3 (3.57%) MATLAB
Qualifications
1 13 (15.48%) Degree
2 2 (2.38%) OCP
2 2 (2.38%) Oracle Certification
2 2 (2.38%) PhD
3 1 (1.19%) ITIL Certification
3 1 (1.19%) Numerate Degree
3 1 (1.19%) Postgraduate
3 1 (1.19%) SC Cleared
3 1 (1.19%) Security Cleared
Quality Assurance & Compliance
1 16 (19.05%) Data Quality
2 6 (7.14%) QA
3 3 (3.57%) SLA
4 1 (1.19%) GDPR
4 1 (1.19%) PMO
System Software
1 5 (5.95%) Hyper-V
1 5 (5.95%) VMware ESXi
2 2 (2.38%) HDFS
Systems Management
1 6 (7.14%) SCCM
2 2 (2.38%) Data Guard
2 2 (2.38%) Hadoop YARN
3 1 (1.19%) MOM
Vendors
1 12 (14.29%) Oracle
1 12 (14.29%) Tableau
2 11 (13.10%) Microsoft
3 10 (11.90%) ServiceNow
4 6 (7.14%) Capita
5 5 (5.95%) Cadence
5 5 (5.95%) SAP
5 5 (5.95%) Sophos
6 4 (4.76%) Talend
7 2 (2.38%) Adobe
7 2 (2.38%) Teradata
8 1 (1.19%) Sage