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 7 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
7 Dec 2016
Same period 2015 Same period 2014
Data Mining
Rank 190 224 279
Rank change year-on-year
+34 +55
Permanent jobs citing Data Mining 43 43 53
As % of all permanent IT jobs located in the City of London 0.80% 0.62% 0.48%
As % of the Database & Business Intelligence category 2.57% 1.97% 1.74%
Number of salaries quoted 42 41 50
Median salary £71,250 £52,500 £55,000
Median salary % change year-on-year
+35.71% -4.54%
90% offered a salary of more than £47,500 £35,000 £37,324
10% offered a salary of more than £110,000 £70,000 £68,250
UK excluding London median salary £44,417 £45,000 £42,500
% change year-on-year
-1.29% +5.88%
Data Mining
London

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
1671 2186 3048
As % of all permanent IT jobs located in the City of London 31.13% 31.61% 27.75%
Number of salaries quoted 1549 1959 2693
Median salary £57,500 £57,500 £55,000
Median salary % change year-on-year
- +4.54%
90% offered a salary of more than £40,000 £41,500 £38,000
10% offered a salary of more than £85,000 £75,000 £80,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +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 7 December 2016.

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 7 December 2016, 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 57 (64.04%) Analytics
2 49 (55.06%) SQL
3 43 (48.31%) Business Intelligence
4 35 (39.33%) Data Warehouse
5 33 (37.08%) Microsoft
5 33 (37.08%) Machine Learning
6 32 (35.96%) Relational Database
6 32 (35.96%) SQL Server
7 31 (34.83%) Statistics
7 31 (34.83%) Big Data
8 30 (33.71%) Mathematics
9 29 (32.58%) Computer Science
10 27 (30.34%) Degree
10 27 (30.34%) SQL Server Reporting Services
11 26 (29.21%) T-SQL
11 26 (29.21%) SQL Server Integration Services
11 26 (29.21%) SQL Server Analysis Services
12 25 (28.09%) Visualisation
12 25 (28.09%) Microsoft Azure
12 25 (28.09%) Kimball Methodology
12 25 (28.09%) Data Analysis Expressions (DAX)
12 25 (28.09%) Power BI
12 25 (28.09%) Marketing
12 25 (28.09%) MDX
12 25 (28.09%) Legal
12 25 (28.09%) PhD
13 23 (25.84%) Python
13 23 (25.84%) Hadoop
14 22 (24.72%) Data Analytics
14 22 (24.72%) Agile Software Development

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 15 (16.85%) SAS
2 5 (5.62%) Apache Spark
3 1 (1.12%) CMS
3 1 (1.12%) SharePoint
3 1 (1.12%) SharePoint Server
Applications
1 19 (21.35%) MS Excel
2 6 (6.74%) MS Office
3 5 (5.62%) SPSS
4 4 (4.49%) Stata
Business Applications
1 3 (3.37%) Oracle AML
2 1 (1.12%) Dynamics CRM
2 1 (1.12%) Infor CRM
2 1 (1.12%) Maximo
2 1 (1.12%) Pivotal CRM
2 1 (1.12%) SAP CRM
2 1 (1.12%) Scribe Insight
Cloud Services
1 25 (28.09%) Microsoft Azure
2 11 (12.36%) Data Lake Analytics
3 3 (3.37%) GitHub
4 1 (1.12%) SaaS
Communications & Networking
1 1 (1.12%) LAN
1 1 (1.12%) WAN
Database & Business Intelligence
1 35 (39.33%) Data Warehouse
2 32 (35.96%) Relational Database
2 32 (35.96%) SQL Server
3 31 (34.83%) Big Data
4 27 (30.34%) SQL Server Reporting Services
5 26 (29.21%) SQL Server Analysis Services
5 26 (29.21%) SQL Server Integration Services
6 25 (28.09%) Power BI
7 23 (25.84%) Hadoop
8 19 (21.35%) Azure SQL Database
8 19 (21.35%) SQL Server 2014
9 11 (12.36%) Data Lake
9 11 (12.36%) HDInsight
10 7 (7.87%) QlikView
11 6 (6.74%) Data Mart
11 6 (6.74%) NoSQL
12 5 (5.62%) Apache Hive
12 5 (5.62%) MySQL
13 4 (4.49%) Base SAS
13 4 (4.49%) MongoDB
Development Applications
1 4 (4.49%) JIRA
2 3 (3.37%) Talend Open Studio
General
1 25 (28.09%) Legal
1 25 (28.09%) Marketing
2 18 (20.22%) Finance
3 5 (5.62%) Banking
4 1 (1.12%) Advertising
4 1 (1.12%) Financial Institution
4 1 (1.12%) Investment Banking
4 1 (1.12%) Publishing
Job Titles
1 29 (32.58%) Data Scientist
2 27 (30.34%) Consultant
3 17 (19.10%) Analyst
4 16 (17.98%) Machine Learning Scientist
5 13 (14.61%) Architect
5 13 (14.61%) Business Intelligence Consultant
5 13 (14.61%) Data Architect
6 12 (13.48%) Microsoft BI Consultant
6 12 (13.48%) Microsoft Consultant
7 11 (12.36%) Analytics Manager
7 11 (12.36%) Data Analytics Manager
8 10 (11.24%) Data Consultant
9 7 (7.87%) Data Analyst
9 7 (7.87%) Junior
9 7 (7.87%) Junior Consultant
9 7 (7.87%) Principal Consultant
10 6 (6.74%) Principal Architect
10 6 (6.74%) Principal Data Architect
10 6 (6.74%) Senior Data Scientist
11 5 (5.62%) Azure Consultant
Libraries, Frameworks & Software Standards
1 25 (28.09%) MDX
2 20 (22.47%) .NET
3 11 (12.36%) NumPy
4 8 (8.99%) scikit-learn
5 7 (7.87%) Pandas
6 3 (3.37%) Boost C++ Libraries
6 3 (3.37%) Celery
6 3 (3.37%) OpenGL
6 3 (3.37%) scikit-cuda
6 3 (3.37%) SciPy
6 3 (3.37%) STL
7 2 (2.25%) Django
7 2 (2.25%) Natural Language Processing
8 1 (1.12%) D3.js
8 1 (1.12%) JSON
8 1 (1.12%) XML
Miscellaneous
1 31 (34.83%) Statistics
2 30 (33.71%) Mathematics
3 29 (32.58%) Computer Science
4 25 (28.09%) Visualisation
5 19 (21.35%) Algorithms
6 12 (13.48%) Analytical Skills
7 8 (8.99%) Economics
8 5 (5.62%) Neural Network
9 4 (4.49%) Credit Risk
9 4 (4.49%) Fintech
10 3 (3.37%) Clustering
10 3 (3.37%) CUDA
10 3 (3.37%) Hedge funds
10 3 (3.37%) Management Information System
10 3 (3.37%) PMI
10 3 (3.37%) User Experience
11 2 (2.25%) Data Integration
12 1 (1.12%) Linked Data
12 1 (1.12%) Social Media
12 1 (1.12%) Social Network
Operating Systems
1 3 (3.37%) Linux
Processes & Methodologies
1 57 (64.04%) Analytics
2 43 (48.31%) Business Intelligence
3 33 (37.08%) Machine Learning
4 25 (28.09%) Kimball Methodology
5 22 (24.72%) Agile Software Development
5 22 (24.72%) Data Analytics
6 20 (22.47%) Data Visualisation
7 14 (15.73%) Data Modelling
7 14 (15.73%) MapReduce
7 14 (15.73%) Presales
8 12 (13.48%) Information Retrieval
8 12 (13.48%) Software Engineering
9 11 (12.36%) Knowledge Discovery
9 11 (12.36%) OO
9 11 (12.36%) Parallel Programming
9 11 (12.36%) Scrum
10 9 (10.11%) Predictive Modelling
11 8 (8.99%) Data Analysis
11 8 (8.99%) Data Management
11 8 (8.99%) Waterfall
Programming Languages
1 49 (55.06%) SQL
2 26 (29.21%) T-SQL
3 25 (28.09%) Data Analysis Expressions (DAX)
4 23 (25.84%) Python
5 13 (14.61%) R
6 12 (13.48%) C#
6 12 (13.48%) Java
7 5 (5.62%) C++
7 5 (5.62%) MATLAB
8 2 (2.25%) VBA
9 1 (1.12%) Julia
9 1 (1.12%) PL/SQL
9 1 (1.12%) Scala
Qualifications
1 27 (30.34%) Degree
2 25 (28.09%) PhD
3 8 (8.99%) Microsoft Certification
4 3 (3.37%) PMI Certification
Quality Assurance & Compliance
1 8 (8.99%) Data Quality
2 3 (3.37%) QA
Systems Management
1 2 (2.25%) SCCM
Vendors
1 33 (37.08%) Microsoft
2 15 (16.85%) Oracle
3 13 (14.61%) Tableau
4 5 (5.62%) Salesforce.com
5 4 (4.49%) Pega
6 3 (3.37%) Cloudera
6 3 (3.37%) Hortonworks
6 3 (3.37%) Talend
6 3 (3.37%) Vertica
7 2 (2.25%) ServiceNow
8 1 (1.12%) Avaya
8 1 (1.12%) MicroStrategy
8 1 (1.12%) SAP
8 1 (1.12%) Siebel
8 1 (1.12%) Sybase
8 1 (1.12%) VMware
City, London
Nice Systems Uk Ltd
Salary: Excellent Salary + Bonus & Benefits
Posted: 15 hours ago
City, London
Quant Capital
Salary: Up to £70,000 per annum Bonus Medical Pension
Posted: Yesterday
City, London
Quant Capital
Salary: Up to £70,000 per annum + benefits and bonus
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £85,000 - £100,000 + Excellent Package
Posted: 5 days ago
City, London
Quant Capital
Salary: Up to £35,000 per annum Bonus Medical Pension
Posted: 6 days ago