The table below looks at the statistics for Data Mining skills in IT jobs advertised for the City of London region. Included is a guide to the salaries offered in IT jobs that have cited Data Mining over the 3 months to 23 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Feb 2017
Same period 2016 Same period 2015
Data Mining
London / City of London
Rank 201 217 262
Rank change year-on-year
+16 +45
Permanent jobs citing Data Mining 27 48 57
As % of all permanent IT jobs located in the City of London 0.54% 0.70% 0.55%
As % of the Database & Business Intelligence category 1.66% 2.33% 1.99%
Number of salaries quoted 26 38 54
Median salary £52,500 £57,500 £50,500
Median salary % change year-on-year
-8.69% +13.86%
90% offered a salary of more than £41,250 £45,000 £28,000
10% offered a salary of more than £70,000 £84,750 £70,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

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 City of London region.

Database & Business Intelligence Category
City of London
Permanent IT job ads with a match in the
Database & Business Intelligence category
1622 2057 2858
As % of all permanent IT jobs located in the City of London 32.42% 30.10% 27.49%
Number of salaries quoted 1491 1810 2543
Median salary £60,000 £55,000 £55,000
Median salary % change year-on-year
+9.09% -
90% offered a salary of more than £40,000 £40,000 £38,000
10% offered a salary of more than £85,000 £75,000 £77,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Data Mining
Jobs Demand Trend in the City of London

The demand trend of job ads across the City of London 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 the City of London

Data Mining
Salary Trend in the City of London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Mining across the City of London region.

Data Mining Salary Trend in the City of London

Data Mining
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing Data Mining across the City of London region over the 3 months to 23 February 2017.

Data Mining Salary Histogram in the City of London

Data Mining
Top 30 Related IT Skills in the City of London

For the 6 months to 23 February 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 City of London region with a requirement for Data Mining.

1 55 (69.62%) SQL
2 54 (68.35%) Analytics
3 50 (63.29%) Business Intelligence
4 36 (45.57%) Data Warehouse
5 32 (40.51%) T-SQL
5 32 (40.51%) SQL Server
5 32 (40.51%) Big Data
6 31 (39.24%) Microsoft
7 30 (37.97%) Agile Software Development
7 30 (37.97%) Machine Learning
8 29 (36.71%) Relational Database
8 29 (36.71%) SQL Server Reporting Services
9 28 (35.44%) Python
10 27 (34.18%) Legal
11 26 (32.91%) Power BI
11 26 (32.91%) Microsoft Azure
12 25 (31.65%) SQL Server Analysis Services
12 25 (31.65%) Kimball Methodology
12 25 (31.65%) Data Analysis Expressions (DAX)
12 25 (31.65%) SQL Server Integration Services
12 25 (31.65%) MDX
13 22 (27.85%) Visualisation
14 21 (26.58%) Mathematics
14 21 (26.58%) .NET
15 20 (25.32%) Azure SQL Database
15 20 (25.32%) SQL Server 2014
16 19 (24.05%) R
17 18 (22.78%) Hadoop
17 18 (22.78%) Marketing
18 17 (21.52%) Statistics

Data Mining
Top Related IT Skills in the City of London 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 (11.39%) Apache Spark
1 9 (11.39%) SAS
2 4 (5.06%) Apache Pig
3 1 (1.27%) Apache
3 1 (1.27%) Apache Solr
3 1 (1.27%) CMS
Applications
1 15 (18.99%) MS Excel
2 6 (7.59%) SPSS
3 3 (3.80%) MS Office
4 2 (2.53%) Stata
Cloud Services
1 26 (32.91%) Microsoft Azure
2 11 (13.92%) Data Lake Analytics
3 3 (3.80%) GitHub
4 1 (1.27%) Amazon AWS
4 1 (1.27%) Amazon Kinesis
4 1 (1.27%) Amazon S3
4 1 (1.27%) Amazon SQS
4 1 (1.27%) Google Cloud Platform
Communications & Networking
1 1 (1.27%) LAN
1 1 (1.27%) WAN
Database & Business Intelligence
1 36 (45.57%) Data Warehouse
2 32 (40.51%) Big Data
2 32 (40.51%) SQL Server
3 29 (36.71%) Relational Database
3 29 (36.71%) SQL Server Reporting Services
4 26 (32.91%) Power BI
5 25 (31.65%) SQL Server Analysis Services
5 25 (31.65%) SQL Server Integration Services
6 20 (25.32%) Azure SQL Database
6 20 (25.32%) SQL Server 2014
7 18 (22.78%) Hadoop
8 12 (15.19%) HDInsight
9 11 (13.92%) Data Lake
10 9 (11.39%) NoSQL
10 9 (11.39%) QlikView
11 7 (8.86%) Apache Hive
12 5 (6.33%) BusinessObjects
12 5 (6.33%) Data Mart
12 5 (6.33%) MongoDB
12 5 (6.33%) MySQL
Development Applications
1 7 (8.86%) JIRA
2 3 (3.80%) Talend Open Studio
General
1 27 (34.18%) Legal
2 18 (22.78%) Marketing
3 12 (15.19%) Finance
4 5 (6.33%) Retail
5 2 (2.53%) Banking
5 2 (2.53%) Law
6 1 (1.27%) Financial Institution
6 1 (1.27%) Front Office
6 1 (1.27%) Investment Banking
6 1 (1.27%) Manufacturing
Job Titles
1 27 (34.18%) Consultant
2 21 (26.58%) Data Scientist
3 14 (17.72%) Business Intelligence Consultant
4 13 (16.46%) Microsoft BI Consultant
4 13 (16.46%) Microsoft Consultant
5 11 (13.92%) Analyst
5 11 (13.92%) Architect
5 11 (13.92%) Data Architect
5 11 (13.92%) Data Consultant
5 11 (13.92%) Developer
6 8 (10.13%) Business Intelligence Lead
6 8 (10.13%) Junior
6 8 (10.13%) Junior Consultant
7 7 (8.86%) Machine Learning Scientist
7 7 (8.86%) Principal Consultant
8 6 (7.59%) Analytics Manager
8 6 (7.59%) Data Analytics Manager
8 6 (7.59%) Principal Architect
8 6 (7.59%) Principal Data Architect
9 5 (6.33%) Azure Consultant
Libraries, Frameworks & Software Standards
1 25 (31.65%) MDX
2 21 (26.58%) .NET
3 7 (8.86%) NumPy
4 4 (5.06%) Pandas
4 4 (5.06%) scikit-learn
5 3 (3.80%) Boost C++ Libraries
5 3 (3.80%) Natural Language Processing
5 3 (3.80%) OpenGL
5 3 (3.80%) scikit-cuda
5 3 (3.80%) STL
6 2 (2.53%) Celery
6 2 (2.53%) CSS
6 2 (2.53%) HTML
6 2 (2.53%) REST
6 2 (2.53%) SciPy
6 2 (2.53%) SOAP
6 2 (2.53%) Web Services
7 1 (1.27%) D3.js
7 1 (1.27%) Regular Expression
7 1 (1.27%) Twitter Bootstrap
Miscellaneous
1 17 (21.52%) Computer Science
2 15 (18.99%) Algorithms
3 12 (15.19%) Analytical Skills
4 6 (7.59%) Credit Risk
4 6 (7.59%) Fintech
5 3 (3.80%) CUDA
5 3 (3.80%) Hedge funds
5 3 (3.80%) User Experience
6 2 (2.53%) Clustering
6 2 (2.53%) Data Structures
6 2 (2.53%) Management Information System
6 2 (2.53%) PMI
7 1 (1.27%) Client/Server
7 1 (1.27%) Fixed Income
7 1 (1.27%) Linked Data
7 1 (1.27%) Social Media
7 1 (1.27%) Virtual Team
Operating Systems
1 5 (6.33%) Linux
2 2 (2.53%) Unix
Processes & Methodologies
1 54 (68.35%) Analytics
2 50 (63.29%) Business Intelligence
3 30 (37.97%) Agile Software Development
3 30 (37.97%) Machine Learning
4 25 (31.65%) Kimball Methodology
5 22 (27.85%) Visualisation
6 21 (26.58%) Mathematics
7 17 (21.52%) Data Visualisation
7 17 (21.52%) Statistics
8 15 (18.99%) Data Analysis
9 14 (17.72%) Scrum
10 13 (16.46%) Data Modelling
10 13 (16.46%) Presales
11 12 (15.19%) Data Analytics
12 10 (12.66%) Predictive Analytics
13 9 (11.39%) Waterfall
14 7 (8.86%) Actionable Insight
14 7 (8.86%) Data Cleansing
14 7 (8.86%) Information Retrieval
14 7 (8.86%) Performance Tuning
Programming Languages
1 55 (69.62%) SQL
2 32 (40.51%) T-SQL
3 28 (35.44%) Python
4 25 (31.65%) Data Analysis Expressions (DAX)
5 19 (24.05%) R
6 12 (15.19%) C#
7 10 (12.66%) Java
8 4 (5.06%) C++
8 4 (5.06%) Scala
9 3 (3.80%) JavaScript
9 3 (3.80%) MATLAB
10 2 (2.53%) Perl
10 2 (2.53%) PHP
10 2 (2.53%) VBA
11 1 (1.27%) PL/SQL
Qualifications
1 15 (18.99%) PhD
2 13 (16.46%) Degree
3 9 (11.39%) Microsoft Certification
4 2 (2.53%) PMI Certification
Quality Assurance & Compliance
1 5 (6.33%) Data Quality
System Software
1 1 (1.27%) Docker
Vendors
1 31 (39.24%) Microsoft
2 13 (16.46%) Tableau
3 10 (12.66%) Oracle
4 4 (5.06%) MicroStrategy
4 4 (5.06%) Salesforce.com
5 3 (3.80%) SAP
5 3 (3.80%) Talend
5 3 (3.80%) Vertica
6 2 (2.53%) Cloudera
6 2 (2.53%) Hortonworks
7 1 (1.27%) Avaya
7 1 (1.27%) VMware
City of London
Michael Page Technology
Salary: £40000 - £65000 per annum + benefits
Posted: 2 days ago
City, London
Software Personnel International Ltd
Salary: From £40,000 to £45,000 per annum
Posted: 23 hours ago
City, London
Informatiq Consulting
Posted: 2 days ago
City, London
ReThink Recruitment
Salary: £30000.00 - £35000.00 per annum
Posted: 3 days ago
City of London
Michael Page Technology
Salary: £40000 - £70000 per annum + benefits
Posted: 6 days ago
City, London
Durlston Partners
Salary: From £50,000 to £130,000 per annum + Bonus + Benefits
Posted: 4 days ago
City of London
Venturi
Salary: £40000 - £55000 per annum + Benefits
Posted: 27 days ago