Period
to 17 October 2018

The following table provides summary statistics for permanent job vacancies advertised in Surrey 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 17 October 2018 with a comparison to the same period in the previous 2 years.

Data Mining
South East > Surrey
6 months to
17 Oct 2018
Same period 2017 Same period 2016
Rank 225 248 231
Rank change year-on-year +23 -17 +55
Permanent jobs citing Data Mining 12 11 54
As % of all permanent IT jobs advertised in Surrey 0.24% 0.19% 0.78%
As % of the Database & Business Intelligence category 0.87% 0.61% 2.54%
Number of salaries quoted 12 11 47
Surrey median annual salary £65,000 £65,000 £60,000
Median salary % change year-on-year - +8.33% +20.00%
10th Percentile £52,050 £30,000 £33,750
90th Percentile £85,000 £70,000 £77,000
South East median annual salary £57,000 £57,500 £50,000
% change year-on-year -0.87% +15.00% +11.11%

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 Surrey with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Surrey
Permanent vacancies with a requirement for database or business intelligence skills 1,376 1,801 2,123
As % of all permanent IT jobs advertised in Surrey 27.13% 30.41% 30.56%
Number of salaries quoted 1,167 1,523 1,825
Surrey median annual salary £50,000 £50,000 £50,000
10th Percentile £31,250 £31,250 £31,250
90th Percentile £73,750 £67,500 £70,000
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +5.88%

Data Mining
Job Vacancy Trend in Surrey

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

Job vacancy trend for Data Mining in Surrey

Data Mining
Salary Trend in Surrey

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

Salary trend for Data Mining in Surrey

Data Mining
Salary Histogram in Surrey

The salary distribution of IT jobs citing Data Mining in Surrey over the 6 months to 17 October 2018.

Salary histogram for Data Mining in Surrey

Data Mining
Job Locations in Surrey

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mining within the Surrey region over the 6 months to 17 October 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
Camberley - 6 £62,500 - 1
Leatherhead +3 1 £54,000 +63.64%
Redhill - 1 £35,000 -
Data Mining
South East

For the 6 months to 17 October 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 Surrey region with a requirement for Data Mining.

1 10 (83.33%) Visualisation
1 10 (83.33%) Analytics
2 9 (75.00%) Data Science
3 7 (58.33%) Data Analytics
3 7 (58.33%) Big Data
3 7 (58.33%) Python
4 6 (50.00%) Java
4 6 (50.00%) Statistical Analysis
4 6 (50.00%) Hadoop
4 6 (50.00%) D3.js
4 6 (50.00%) MapReduce
4 6 (50.00%) Apache Hive
4 6 (50.00%) Talend
4 6 (50.00%) Data Engineering
5 5 (41.67%) SQL
6 4 (33.33%) Data Management
6 4 (33.33%) Relational Database
6 4 (33.33%) Analytical Skills
6 4 (33.33%) R
6 4 (33.33%) Data Visualisation
6 4 (33.33%) Tableau
7 3 (25.00%) Data Governance
7 3 (25.00%) Data Quality
7 3 (25.00%) HBase
7 3 (25.00%) Machine Learning
7 3 (25.00%) High Availability
7 3 (25.00%) Use Case
7 3 (25.00%) Data Integration
7 3 (25.00%) Data Architecture
7 3 (25.00%) Predictive Modelling

Data Mining
Co-occurring IT Skills in Surrey 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 3 (25.00%) Apache Spark
2 2 (16.67%) SAS
3 1 (8.33%) SharePoint
Cloud Services
1 3 (25.00%) Amazon AWS
1 3 (25.00%) Microsoft Azure
Database & Business Intelligence
1 7 (58.33%) Big Data
2 6 (50.00%) Apache Hive
2 6 (50.00%) Hadoop
3 4 (33.33%) Relational Database
4 3 (25.00%) Data Lake
4 3 (25.00%) HBase
4 3 (25.00%) Power BI
4 3 (25.00%) RDBMS
4 3 (25.00%) SQL Server
4 3 (25.00%) Sqoop
5 1 (8.33%) Blockchain
5 1 (8.33%) Oracle Database
5 1 (8.33%) QlikView
5 1 (8.33%) SQL Server Reporting Services
Job Titles
1 6 (50.00%) Data Scientist
2 3 (25.00%) Analyst
2 3 (25.00%) Architect
2 3 (25.00%) Data Architect
2 3 (25.00%) Data Engineer
2 3 (25.00%) Senior Data Scientist
3 1 (8.33%) Insight Analyst
3 1 (8.33%) IT Analyst
3 1 (8.33%) Oracle Analyst
3 1 (8.33%) Procurement Analyst
3 1 (8.33%) Report Analyst
3 1 (8.33%) SAS Analyst
3 1 (8.33%) Senior Analyst
3 1 (8.33%) Senior Reporting Analyst
3 1 (8.33%) Senior SAS Analyst
3 1 (8.33%) SQL Analyst
3 1 (8.33%) SQL Reporting Analyst
3 1 (8.33%) SSRS Analyst
3 1 (8.33%) Supply Chain Analyst
Libraries, Frameworks & Software Standards
1 6 (50.00%) D3.js
2 3 (25.00%) Bokeh
2 3 (25.00%) ggplot
2 3 (25.00%) J2EE
2 3 (25.00%) Pandas
Miscellaneous
1 4 (33.33%) Analytical Skills
2 3 (25.00%) Algorithms
Processes & Methodologies
1 10 (83.33%) Analytics
1 10 (83.33%) Visualisation
2 9 (75.00%) Data Science
3 7 (58.33%) Data Analytics
4 6 (50.00%) Data Engineering
4 6 (50.00%) MapReduce
4 6 (50.00%) Statistical Analysis
5 4 (33.33%) Data Management
5 4 (33.33%) Data Visualisation
6 3 (25.00%) Coaching
6 3 (25.00%) Customer Segmentation
6 3 (25.00%) Data Governance
6 3 (25.00%) Data Integration
6 3 (25.00%) High Availability
6 3 (25.00%) Logistic Regression
6 3 (25.00%) Machine Learning
6 3 (25.00%) Master Data Management
6 3 (25.00%) Pattern Recognition
6 3 (25.00%) Predictive Modelling
6 3 (25.00%) Use Case
Programming Languages
1 7 (58.33%) Python
2 6 (50.00%) Java
3 5 (41.67%) SQL
4 4 (33.33%) R
5 3 (25.00%) MATLAB
Quality Assurance & Compliance
1 3 (25.00%) Data Quality
System Software
1 3 (25.00%) HDFS
Systems Management
1 3 (25.00%) Hadoop YARN
Vendors
1 6 (50.00%) Talend
2 4 (33.33%) Tableau
3 1 (8.33%) Oracle