Period
to 12 July 2020

The following table provides summary statistics for permanent job vacancies advertised in London 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 12 July 2020 with a comparison to the same period in the previous 2 years.

Data Mining
England > London
6 months to
12 Jul 2020
Same period 2019 Same period 2018
Rank 435 585 546
Rank change year-on-year +150 -39 -13
Permanent jobs citing Data Mining 150 186 335
As % of all permanent jobs advertised in London 0.47% 0.32% 0.47%
As % of the Database & Business Intelligence category 1.68% 1.11% 1.48%
Number of salaries quoted 147 140 276
Median annual salary £67,500 £73,750 £60,000
Median salary % change year-on-year -8.47% +22.92% -
10th Percentile £42,000 £41,150 £41,250
90th Percentile £200,000 £102,500 £105,000
England median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - -

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 London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
London
Permanent vacancies with a requirement for database or business intelligence skills 8,952 16,803 22,698
As % of all permanent IT jobs advertised in London 27.81% 28.54% 31.55%
Number of salaries quoted 7,264 14,031 17,889
Median annual salary £67,500 £65,000 £61,500
Median salary % change year-on-year +3.85% +5.69% +2.50%
10th Percentile £41,250 £38,750 £37,500
90th Percentile £102,500 £95,000 £92,500
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +5.26%

Data Mining
Job Vacancy Trend in London

Job postings citing Data Mining as a proportion of all IT jobs advertised in London.

Job vacancy trend for Data Mining in London

Data Mining
Salary Trend in London

3-month moving average salary quoted in jobs citing Data Mining in London.

Salary trend for Data Mining in London

Data Mining
Salary Histogram in London

Salary distribution for jobs citing Data Mining in London over the 6 months to 12 July 2020.

Salary histogram for Data Mining in London

Data Mining
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mining within the London region over the 6 months to 12 July 2020. 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
Central London +114 25 £58,750 -2.08% 5
South London +26 5 £67,500 +17.39% 5
East London +16 4 £62,500 +50.60%
West London +44 2 £40,000 -56.76% 1
Data Mining
England

For the 6 months to 12 July 2020, 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 London region with a requirement for Data Mining.

1 81 (54.00%) SQL
2 77 (51.33%) Python
3 66 (44.00%) Machine Learning
4 62 (41.33%) Analytics
5 59 (39.33%) Degree
6 56 (37.33%) Finance
6 56 (37.33%) Mathematics
7 54 (36.00%) Data Science
8 49 (32.67%) Hadoop
9 48 (32.00%) Big Data
10 47 (31.33%) Computer Science
11 40 (26.67%) AWS
11 40 (26.67%) Apache Spark
12 38 (25.33%) Analytical Skills
13 37 (24.67%) Data Analytics
14 36 (24.00%) Algorithms
15 31 (20.67%) Natural Language Processing
15 31 (20.67%) Visualisation
16 28 (18.67%) Computer Science Degree
17 27 (18.00%) Artificial Intelligence
17 27 (18.00%) Agile Software Development
18 25 (16.67%) Statistics
18 25 (16.67%) Kafka
19 24 (16.00%) Business Intelligence
19 24 (16.00%) Java
20 23 (15.33%) Data Engineering
21 22 (14.67%) Hedge funds
21 22 (14.67%) Data Analysis
21 22 (14.67%) Neural Network
22 21 (14.00%) Marketing

Data Mining
Co-occurring IT Skills in 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 40 (26.67%) Apache Spark
2 7 (4.67%) CMS
3 6 (4.00%) Jupyter
3 6 (4.00%) SAS
4 5 (3.33%) Adobe Experience Manager
4 5 (3.33%) IBM Domino
5 4 (2.67%) Apache
6 3 (2.00%) Apache Airflow
7 2 (1.33%) Elasticsearch
8 1 (0.67%) Apache Solr
8 1 (0.67%) Appian
Applications
1 9 (6.00%) Microsoft Excel
2 6 (4.00%) Microsoft Office
2 6 (4.00%) Microsoft PowerPoint
Business Applications
1 5 (3.33%) SAP CRM
1 5 (3.33%) SAP ERP
1 5 (3.33%) SAP IS-U
2 1 (0.67%) Elite 3E
2 1 (0.67%) Oracle Applications
2 1 (0.67%) Oracle EBS
2 1 (0.67%) Oracle ERP
Cloud Services
1 40 (26.67%) AWS
2 16 (10.67%) Power Platform
3 15 (10.00%) Azure
4 14 (9.33%) GCP
5 5 (3.33%) Cloud Computing
5 5 (3.33%) Google Analytics
6 3 (2.00%) Adobe Analytics
6 3 (2.00%) AdWords
6 3 (2.00%) Amazon Kinesis
7 2 (1.33%) Kissmetrics
Communications & Networking
1 1 (0.67%) Kerberos
Database & Business Intelligence
1 49 (32.67%) Hadoop
2 48 (32.00%) Big Data
3 20 (13.33%) SQL Server
4 19 (12.67%) Apache Hive
4 19 (12.67%) Flink
5 18 (12.00%) Data Warehouse
6 17 (11.33%) NoSQL
7 16 (10.67%) Power BI
8 15 (10.00%) Text Mining
9 12 (8.00%) MongoDB
9 12 (8.00%) Relational Database
10 9 (6.00%) Data Lake
11 8 (5.33%) MySQL
12 6 (4.00%) BusinessObjects
13 5 (3.33%) QlikView
14 4 (2.67%) Amazon Redshift
14 4 (2.67%) BigQuery
15 3 (2.00%) Snowflake Schema
16 2 (1.33%) Impala
16 2 (1.33%) PostgreSQL
Development Applications
1 6 (4.00%) JIRA
General
1 56 (37.33%) Finance
2 21 (14.00%) Marketing
3 10 (6.67%) Banking
4 6 (4.00%) Investment Banking
5 5 (3.33%) Advertising
6 2 (1.33%) Telecoms
7 1 (0.67%) Electronics
7 1 (0.67%) Front Office
7 1 (0.67%) Games
7 1 (0.67%) Law
7 1 (0.67%) Manufacturing
7 1 (0.67%) Public Sector
7 1 (0.67%) Retail
7 1 (0.67%) Retail Banking
Job Titles
1 39 (26.00%) Data Scientist
2 29 (19.33%) Data Engineer
3 28 (18.67%) Developer
4 14 (9.33%) Analyst
5 13 (8.67%) Python Developer
6 11 (7.33%) Senior Data Engineer
6 11 (7.33%) Senior Data Scientist
7 7 (4.67%) Platform Engineer
8 6 (4.00%) .NET Developer
8 6 (4.00%) Business Analyst
8 6 (4.00%) Business IT Analyst
8 6 (4.00%) C# .NET Developer
8 6 (4.00%) C# Developer
8 6 (4.00%) IT Business Analyst
8 6 (4.00%) JavaScript Developer
8 6 (4.00%) JavaScript Engineer
8 6 (4.00%) Junior
8 6 (4.00%) Junior Python Developer
8 6 (4.00%) Product Analyst
8 6 (4.00%) Software Engineer
Libraries, Frameworks & Software Standards
1 31 (20.67%) Natural Language Processing
2 25 (16.67%) Kafka
3 13 (8.67%) .NET
4 6 (4.00%) TensorFlow
5 4 (2.67%) HTML
5 4 (2.67%) JSON
5 4 (2.67%) scikit-learn
5 4 (2.67%) XML
6 3 (2.00%) Laravel
6 3 (2.00%) NumPy
6 3 (2.00%) Pandas
6 3 (2.00%) SciPy
6 3 (2.00%) Seaborn
7 2 (1.33%) Apache Thrift
8 1 (0.67%) Apache Avro
8 1 (0.67%) Keras
8 1 (0.67%) MLlib
8 1 (0.67%) PyTorch
8 1 (0.67%) SpaCy
8 1 (0.67%) Web Services
Miscellaneous
1 38 (25.33%) Analytical Skills
2 36 (24.00%) Algorithms
3 22 (14.67%) Hedge funds
4 18 (12.00%) Equities
4 18 (12.00%) Hybrid Cloud
5 9 (6.00%) Analytical Mindset
6 4 (2.67%) Social Network
7 3 (2.00%) Data Structures
8 2 (1.33%) Life Science
8 2 (1.33%) Mobile Payment
8 2 (1.33%) Social Media
9 1 (0.67%) CCTV
9 1 (0.67%) Cloud Native
9 1 (0.67%) Derivative
9 1 (0.67%) LIMS
9 1 (0.67%) Management Information System
9 1 (0.67%) Reference Data
9 1 (0.67%) Robotics
9 1 (0.67%) Self-Motivation
9 1 (0.67%) User Experience
Operating Systems
1 1 (0.67%) Linux
Processes & Methodologies
1 66 (44.00%) Machine Learning
2 62 (41.33%) Analytics
3 56 (37.33%) Mathematics
4 54 (36.00%) Data Science
5 47 (31.33%) Computer Science
6 37 (24.67%) Data Analytics
7 31 (20.67%) Visualisation
8 27 (18.00%) Agile Software Development
8 27 (18.00%) Artificial Intelligence
9 25 (16.67%) Statistics
10 24 (16.00%) Business Intelligence
11 23 (15.33%) Data Engineering
12 22 (14.67%) Data Analysis
12 22 (14.67%) Neural Network
13 21 (14.00%) OOP
14 19 (12.67%) Coaching
14 19 (12.67%) Microservices
15 17 (11.33%) Data Visualisation
15 17 (11.33%) OO
16 16 (10.67%) Software Engineering
Programming Languages
1 81 (54.00%) SQL
2 77 (51.33%) Python
3 24 (16.00%) Java
4 20 (13.33%) R
5 15 (10.00%) C#
5 15 (10.00%) JavaScript
6 10 (6.67%) Scala
7 7 (4.67%) C++
8 6 (4.00%) C
9 4 (2.67%) MATLAB
9 4 (2.67%) Perl
10 3 (2.00%) Go
10 3 (2.00%) PHP
10 3 (2.00%) PHP 7
11 1 (0.67%) Julia
11 1 (0.67%) T-SQL
11 1 (0.67%) VBA
Qualifications
1 59 (39.33%) Degree
2 28 (18.67%) Computer Science Degree
3 20 (13.33%) Numerate Degree
4 9 (6.00%) PhD
5 4 (2.67%) Master's Degree
6 2 (1.33%) MBA
7 1 (0.67%) CFA
Quality Assurance & Compliance
1 9 (6.00%) QA
2 4 (2.67%) Data Quality
3 3 (2.00%) Actionable Recommendations
3 3 (2.00%) GDPR
4 1 (0.67%) COBIT
4 1 (0.67%) NIST
System Software
1 19 (12.67%) Docker
2 1 (0.67%) Apache ZooKeeper
2 1 (0.67%) Virtual Machines
Systems Management
1 18 (12.00%) Kubernetes
2 1 (0.67%) Hadoop YARN
2 1 (0.67%) Terraform
Vendors
1 18 (12.00%) Tableau
2 7 (4.67%) Google
2 7 (4.67%) SAP
2 7 (4.67%) TIBCO
3 5 (3.33%) Adobe
4 4 (2.67%) Oracle
5 3 (2.00%) Coremetrics
5 3 (2.00%) Crimson Hexagon
5 3 (2.00%) Facebook
6 2 (1.33%) Alteryx
6 2 (1.33%) Cognos
6 2 (1.33%) Databricks
6 2 (1.33%) Informatica
6 2 (1.33%) New Relic
6 2 (1.33%) Snowplow
6 2 (1.33%) Trillium
6 2 (1.33%) Vertica
7 1 (0.67%) Cloudera
7 1 (0.67%) Microsoft
7 1 (0.67%) Pega