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 24 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Jan 2017
Same period 2016 Same period 2015
Data Mining
London / City of London
Rank 201 213 258
Rank change year-on-year
+12 +45
Permanent jobs citing Data Mining 31 46 59
As % of all permanent IT jobs located in the City of London 0.62% 0.72% 0.58%
As % of the Database & Business Intelligence category 1.96% 2.39% 2.14%
Number of salaries quoted 29 37 56
Median salary £62,500 £57,500 £52,250
Median salary % change year-on-year
+8.69% +10.04%
90% offered a salary of more than £42,500 £43,400 £28,000
10% offered a salary of more than £110,000 £78,000 £70,000
UK excluding London median salary £45,000 £45,000 £40,000
% change year-on-year
- +12.50%

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
1582 1921 2761
As % of all permanent IT jobs located in the City of London 31.49% 30.03% 27.30%
Number of salaries quoted 1471 1715 2486
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £39,500 £41,500 £37,500
10% offered a salary of more than £85,000 £72,500 £80,000
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +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 24 January 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 24 January 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 (66.27%) Analytics
2 49 (59.04%) SQL
3 45 (54.22%) Business Intelligence
4 34 (40.96%) Data Warehouse
5 33 (39.76%) Machine Learning
6 30 (36.14%) Big Data
7 29 (34.94%) Relational Database
7 29 (34.94%) Microsoft
7 29 (34.94%) SQL Server
8 27 (32.53%) Legal
9 26 (31.33%) T-SQL
9 26 (31.33%) SQL Server Reporting Services
9 26 (31.33%) Statistics
9 26 (31.33%) Microsoft Azure
9 26 (31.33%) Power BI
10 25 (30.12%) Kimball Methodology
10 25 (30.12%) Data Analysis Expressions (DAX)
10 25 (30.12%) SQL Server Integration Services
10 25 (30.12%) MDX
10 25 (30.12%) Computer Science
10 25 (30.12%) SQL Server Analysis Services
11 24 (28.92%) Marketing
12 23 (27.71%) Mathematics
12 23 (27.71%) Agile Software Development
12 23 (27.71%) Python
13 21 (25.30%) Degree
13 21 (25.30%) Visualisation
14 20 (24.10%) Hadoop
14 20 (24.10%) Data Analytics
14 20 (24.10%) PhD

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 10 (12.05%) SAS
2 7 (8.43%) Apache Spark
3 3 (3.61%) Apache Pig
4 1 (1.20%) Apache
4 1 (1.20%) Apache Solr
4 1 (1.20%) CMS
Applications
1 18 (21.69%) MS Excel
2 4 (4.82%) MS Office
2 4 (4.82%) SPSS
3 3 (3.61%) Stata
Business Applications
1 3 (3.61%) Oracle AML
2 1 (1.20%) Maximo
Cloud Services
1 26 (31.33%) Microsoft Azure
2 11 (13.25%) Data Lake Analytics
3 3 (3.61%) GitHub
4 1 (1.20%) Amazon AWS
4 1 (1.20%) Amazon Kinesis
4 1 (1.20%) Amazon S3
4 1 (1.20%) Amazon SQS
4 1 (1.20%) Google Cloud Platform
Communications & Networking
1 1 (1.20%) LAN
1 1 (1.20%) WAN
Database & Business Intelligence
1 34 (40.96%) Data Warehouse
2 30 (36.14%) Big Data
3 29 (34.94%) Relational Database
3 29 (34.94%) SQL Server
4 26 (31.33%) Power BI
4 26 (31.33%) SQL Server Reporting Services
5 25 (30.12%) SQL Server Analysis Services
5 25 (30.12%) SQL Server Integration Services
6 20 (24.10%) Hadoop
7 19 (22.89%) Azure SQL Database
7 19 (22.89%) SQL Server 2014
8 12 (14.46%) HDInsight
9 11 (13.25%) Data Lake
10 7 (8.43%) NoSQL
10 7 (8.43%) QlikView
11 6 (7.23%) Data Mart
12 5 (6.02%) Apache Hive
12 5 (6.02%) MongoDB
13 3 (3.61%) MS Access
13 3 (3.61%) MySQL
Development Applications
1 4 (4.82%) JIRA
2 3 (3.61%) Talend Open Studio
General
1 27 (32.53%) Legal
2 24 (28.92%) Marketing
3 13 (15.66%) Finance
4 5 (6.02%) Banking
5 2 (2.41%) Law
6 1 (1.20%) Financial Institution
6 1 (1.20%) Investment Banking
6 1 (1.20%) Manufacturing
Job Titles
1 28 (33.73%) Data Scientist
2 26 (31.33%) Consultant
3 13 (15.66%) Business Intelligence Consultant
3 13 (15.66%) Machine Learning Scientist
4 12 (14.46%) Analyst
4 12 (14.46%) Microsoft BI Consultant
4 12 (14.46%) Microsoft Consultant
5 11 (13.25%) Analytics Manager
5 11 (13.25%) Architect
5 11 (13.25%) Data Analytics Manager
5 11 (13.25%) Data Architect
6 10 (12.05%) Data Consultant
7 8 (9.64%) Business Intelligence Lead
7 8 (9.64%) Developer
8 7 (8.43%) Junior
8 7 (8.43%) Junior Consultant
8 7 (8.43%) Principal Consultant
9 6 (7.23%) Data Analyst
9 6 (7.23%) Principal Architect
9 6 (7.23%) Principal Data Architect
Libraries, Frameworks & Software Standards
1 25 (30.12%) MDX
2 19 (22.89%) .NET
3 10 (12.05%) NumPy
4 7 (8.43%) scikit-learn
5 6 (7.23%) Pandas
6 3 (3.61%) Boost C++ Libraries
6 3 (3.61%) Celery
6 3 (3.61%) Natural Language Processing
6 3 (3.61%) OpenGL
6 3 (3.61%) scikit-cuda
6 3 (3.61%) SciPy
6 3 (3.61%) STL
7 2 (2.41%) Django
8 1 (1.20%) D3.js
8 1 (1.20%) JSON
8 1 (1.20%) Lucene
8 1 (1.20%) Regular Expression
8 1 (1.20%) XML
Miscellaneous
1 26 (31.33%) Statistics
2 25 (30.12%) Computer Science
3 23 (27.71%) Mathematics
4 21 (25.30%) Visualisation
5 17 (20.48%) Algorithms
6 10 (12.05%) Analytical Skills
7 6 (7.23%) Economics
8 4 (4.82%) Credit Risk
8 4 (4.82%) Fintech
8 4 (4.82%) Neural Network
9 3 (3.61%) Clustering
9 3 (3.61%) CUDA
9 3 (3.61%) Hedge funds
9 3 (3.61%) PMI
9 3 (3.61%) User Experience
10 1 (1.20%) Data Extraction
10 1 (1.20%) Data Integration
10 1 (1.20%) Linked Data
10 1 (1.20%) Management Information System
10 1 (1.20%) Social Media
Operating Systems
1 3 (3.61%) Linux
Processes & Methodologies
1 55 (66.27%) Analytics
2 45 (54.22%) Business Intelligence
3 33 (39.76%) Machine Learning
4 25 (30.12%) Kimball Methodology
5 23 (27.71%) Agile Software Development
6 20 (24.10%) Data Analytics
7 16 (19.28%) Data Visualisation
8 15 (18.07%) Data Modelling
9 14 (16.87%) Presales
10 12 (14.46%) Information Retrieval
11 11 (13.25%) Data Analysis
11 11 (13.25%) Knowledge Discovery
11 11 (13.25%) MapReduce
11 11 (13.25%) OO
11 11 (13.25%) Parallel Programming
11 11 (13.25%) Scrum
11 11 (13.25%) Software Engineering
12 10 (12.05%) Predictive Analytics
13 9 (10.84%) Data Cleansing
14 8 (9.64%) Waterfall
Programming Languages
1 49 (59.04%) SQL
2 26 (31.33%) T-SQL
3 25 (30.12%) Data Analysis Expressions (DAX)
4 23 (27.71%) Python
5 15 (18.07%) R
6 12 (14.46%) Java
7 11 (13.25%) C#
8 4 (4.82%) C++
8 4 (4.82%) MATLAB
9 3 (3.61%) Scala
10 2 (2.41%) VBA
11 1 (1.20%) PL/SQL
Qualifications
1 21 (25.30%) Degree
2 20 (24.10%) PhD
3 8 (9.64%) Microsoft Certification
4 3 (3.61%) PMI Certification
Quality Assurance & Compliance
1 6 (7.23%) Data Quality
2 3 (3.61%) QA
System Software
1 1 (1.20%) Docker
Vendors
1 29 (34.94%) Microsoft
2 12 (14.46%) Oracle
2 12 (14.46%) Tableau
3 4 (4.82%) Salesforce.com
4 3 (3.61%) Cloudera
4 3 (3.61%) Hortonworks
4 3 (3.61%) Talend
4 3 (3.61%) Vertica
5 1 (1.20%) Avaya
5 1 (1.20%) MicroStrategy
5 1 (1.20%) Pega
5 1 (1.20%) VMware
City, London
Big Wednesday Digital Ltd
Salary: negotiable
Posted: Yesterday
City, London
Parallel Consulting
Salary: £60000 - £80000 per annum
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £75,000 - £85,000
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £65,000 - £95,000
Posted: 3 days ago
City of London
Hays London City Cheapside
Posted: 13 days ago