Period
to 22 April 2018

The following table provides summary statistics for permanent job vacancies advertised in the City of London with a requirement for Data Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analytics over the 6 months to 22 April 2018 with a comparison to the same period in the previous 2 years.

Data Analytics
Central London > City of London
6 months to
22 Apr 2018
Same period 2017 Same period 2016
Rank 200 213 213
Rank change year-on-year +13 0 +73
Permanent jobs citing Data Analytics 147 124 177
As % of all permanent IT jobs advertised in the City of London 1.36% 1.20% 1.29%
As % of the Processes & Methodologies category 1.47% 1.32% 1.41%
Number of salaries quoted 130 116 167
City of London median annual salary £60,000 £75,000 £65,000
Median salary % change year-on-year -20.00% +15.38% +18.18%
10th Percentile £41,225 £41,875 £39,600
90th Percentile £87,750 £115,000 £125,000
Central London median annual salary £57,500 £66,250 £62,500
% change year-on-year -13.21% +6.00% +13.64%

Data Analytics is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the City of London with a requirement for process or methodology skills.

All Process and Methodology Skills
City of London
Permanent vacancies with a requirement for process or methodology skills 10,000 9,386 12,573
As % of all permanent IT jobs advertised in the City of London 92.46% 90.59% 91.40%
Number of salaries quoted 8,812 8,514 11,267
City of London median annual salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.17% +4.35% +4.55%
10th Percentile £36,250 £36,250 £35,400
90th Percentile £94,250 £92,500 £90,000
Central London median annual salary £60,000 £60,000 £57,500
% change year-on-year - +4.35% +4.55%

Data Analytics
Job Vacancy Trend in the City of London

Job postings citing Data Analytics as a percentage of all IT jobs advertised in the City of London.

Job vacancy trend for Data Analytics in the City of London

Data Analytics
Salary Trend in the City of London

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

Salary trend for Data Analytics in the City of London

Data Analytics
Salary Histogram in the City of London

The salary distribution of IT jobs citing Data Analytics in the City of London over the 6 months to 22 April 2018.

Salary histogram for Data Analytics in the City of London

Data Analytics
Job Locations in the City of London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analytics within the City of London region over the 6 months to 22 April 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
London Bridge - 2 £70,000 -
Data Analytics
Central London

For the 6 months to 22 April 2018, IT jobs citing Data Analytics 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 City of London region with a requirement for Data Analytics.

1 147 (100.00%) Analytics
2 68 (46.26%) Finance
3 59 (40.14%) SQL
4 58 (39.46%) Business Intelligence
5 50 (34.01%) Power BI
6 45 (30.61%) Big Data
6 45 (30.61%) Tableau
7 43 (29.25%) SQL Server
8 41 (27.89%) Data Analysis
9 39 (26.53%) Microsoft Azure
10 34 (23.13%) SQL Server Integration Services
10 34 (23.13%) Data Modelling
11 33 (22.45%) Agile Software Development
12 32 (21.77%) Microsoft
12 32 (21.77%) Machine Learning
13 31 (21.09%) SQL Server Reporting Services
14 30 (20.41%) Data Management
14 30 (20.41%) SQL Server Analysis Services
15 27 (18.37%) Data Quality
16 24 (16.33%) Amazon AWS
16 24 (16.33%) Visualisation
16 24 (16.33%) Python
17 23 (15.65%) C#
17 23 (15.65%) Analytical Skills
18 21 (14.29%) Degree
18 21 (14.29%) Mathematics
18 21 (14.29%) Data Science
19 20 (13.61%) Data Lake
19 20 (13.61%) Data Governance
19 20 (13.61%) Statistics

Data Analytics
Co-occurring 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 20 (13.61%) SAS
2 10 (6.80%) Apache Spark
3 4 (2.72%) Confluence
4 3 (2.04%) Apache Pig
5 2 (1.36%) Apache Solr
6 1 (0.68%) Apache
6 1 (0.68%) SharePoint
6 1 (0.68%) SharePoint 2013
Applications
1 19 (12.93%) Microsoft Excel
2 16 (10.88%) Spreadsheet
3 5 (3.40%) SPSS
4 2 (1.36%) Microsoft Office
4 2 (1.36%) Microsoft Project
5 1 (0.68%) InfoPath
Business Applications
1 1 (0.68%) SAP BPC
Cloud Services
1 39 (26.53%) Microsoft Azure
2 24 (16.33%) Amazon AWS
3 19 (12.93%) Azure Data Factory
4 12 (8.16%) Azure Machine Learning
5 11 (7.48%) PaaS
6 9 (6.12%) Cortana Intelligence Suite
7 7 (4.76%) AWS Lambda
7 7 (4.76%) IaaS
7 7 (4.76%) Serverless
8 4 (2.72%) SaaS
9 3 (2.04%) Cloud Computing
9 3 (2.04%) Office 365
10 1 (0.68%) AWS CloudFormation
Communications & Networking
1 5 (3.40%) Firewall
2 2 (1.36%) SAN
3 1 (0.68%) Network Security
Database & Business Intelligence
1 50 (34.01%) Power BI
2 45 (30.61%) Big Data
3 43 (29.25%) SQL Server
4 34 (23.13%) SQL Server Integration Services
5 31 (21.09%) SQL Server Reporting Services
6 30 (20.41%) SQL Server Analysis Services
7 20 (13.61%) Data Lake
8 18 (12.24%) Azure SQL Database
9 17 (11.56%) Data Warehouse
10 16 (10.88%) Hadoop
11 12 (8.16%) BusinessObjects
12 11 (7.48%) Apache Hive
12 11 (7.48%) Azure SQL Data Warehouse
13 10 (6.80%) QlikView
14 8 (5.44%) Data Mining
15 6 (4.08%) Microsoft Analysis Services
16 5 (3.40%) MongoDB
16 5 (3.40%) Relational Database
16 5 (3.40%) Spotfire
17 4 (2.72%) Apache Cassandra
Development Applications
1 7 (4.76%) Git (software)
1 7 (4.76%) Visual Studio
2 5 (3.40%) JIRA
3 4 (2.72%) RStudio
4 2 (1.36%) Jasmine
4 2 (1.36%) Karma Test Runner
4 2 (1.36%) Mocha
5 1 (0.68%) NUnit
5 1 (0.68%) Selenium
5 1 (0.68%) Vagrant
5 1 (0.68%) WebDriver
General
1 68 (46.26%) Finance
2 13 (8.84%) Advertising
3 12 (8.16%) Games
4 11 (7.48%) Banking
5 6 (4.08%) Law
6 5 (3.40%) Marketing
6 5 (3.40%) Retail
7 3 (2.04%) Front Office
8 2 (1.36%) Investment Banking
8 2 (1.36%) Telecoms
9 1 (0.68%) Back Office
9 1 (0.68%) Legal
Job Titles
1 23 (15.65%) Consultant
1 23 (15.65%) Senior Manager
2 22 (14.97%) Analyst
3 20 (13.61%) Developer
4 19 (12.93%) Analytics Manager
4 19 (12.93%) Data Analytics Manager
5 16 (10.88%) Data Manager
5 16 (10.88%) Senior Analytics Manager
6 12 (8.16%) Data Analyst
7 11 (7.48%) Data Consultant
8 10 (6.80%) Azure Consultant
8 10 (6.80%) Business Intelligence Consultant
9 7 (4.76%) MI Manager
9 7 (4.76%) Microsoft BI Consultant
9 7 (4.76%) Project Manager
9 7 (4.76%) Senior Consultant
10 6 (4.08%) Power BI Consultant
10 6 (4.08%) Senior Developer
10 6 (4.08%) SQL Data Analyst
10 6 (4.08%) Tableau Consultant
Libraries, Frameworks & Software Standards
1 13 (8.84%) .NET
2 8 (5.44%) HTML
2 8 (5.44%) Web Services
2 8 (5.44%) XML
3 6 (4.08%) D3.js
4 5 (3.40%) AngularJS
4 5 (3.40%) ASP.NET
4 5 (3.40%) WCF
5 4 (2.72%) CSS
6 3 (2.04%) React
6 3 (2.04%) RESTful
6 3 (2.04%) WPF
7 2 (1.36%) .NET Framework
7 2 (1.36%) ASP.NET Web API
7 2 (1.36%) Entity Framework
7 2 (1.36%) Kafka
7 2 (1.36%) Natural Language Processing
7 2 (1.36%) NHibernate
8 1 (0.68%) MDX
8 1 (0.68%) SOAP
Miscellaneous
1 23 (15.65%) Analytical Skills
2 20 (13.61%) Computer Science
3 14 (9.52%) Data Structures
4 10 (6.80%) Fintech
5 6 (4.08%) Management Information System
5 6 (4.08%) User Experience
6 4 (2.72%) Credit Risk
6 4 (2.72%) Market Risk
7 3 (2.04%) Data Centre
8 2 (1.36%) Derivative
8 2 (1.36%) Enterprise Software
8 2 (1.36%) FMCG
8 2 (1.36%) Greenfield Project
8 2 (1.36%) Reinsurance
9 1 (0.68%) Bitcoin
9 1 (0.68%) Cyberthreat
9 1 (0.68%) Mobile App
9 1 (0.68%) NHS
9 1 (0.68%) Self-Motivation
9 1 (0.68%) Social Network
Operating Systems
1 12 (8.16%) Linux
1 12 (8.16%) Windows
2 6 (4.08%) CentOS
3 5 (3.40%) Unix
4 4 (2.72%) AIX
4 4 (2.72%) HPUX
4 4 (2.72%) Red Hat Enterprise Linux
4 4 (2.72%) Solaris
4 4 (2.72%) Windows Server
5 2 (1.36%) Ubuntu
6 1 (0.68%) DC/OS
Processes & Methodologies
1 147 (100.00%) Analytics
2 58 (39.46%) Business Intelligence
3 41 (27.89%) Data Analysis
4 34 (23.13%) Data Modelling
5 33 (22.45%) Agile Software Development
6 32 (21.77%) Machine Learning
7 30 (20.41%) Data Management
8 24 (16.33%) Visualisation
9 21 (14.29%) Data Science
9 21 (14.29%) Mathematics
10 20 (13.61%) Data Governance
10 20 (13.61%) Statistics
11 19 (12.93%) Problem-Solving
12 16 (10.88%) Big Data Analytics
12 16 (10.88%) ETL
13 15 (10.20%) Project Management
14 13 (8.84%) Scrum
14 13 (8.84%) Stakeholder Management
15 12 (8.16%) Predictive Analytics
15 12 (8.16%) Reverse Engineering
Programming Languages
1 59 (40.14%) SQL
2 24 (16.33%) Python
3 23 (15.65%) C#
4 19 (12.93%) R
5 18 (12.24%) VB
5 18 (12.24%) VBA
6 11 (7.48%) Data Analysis Expressions (DAX)
7 10 (6.80%) JavaScript
8 9 (6.12%) Java
9 7 (4.76%) U-SQL
10 5 (3.40%) C++
11 4 (2.72%) Scala
12 3 (2.04%) MATLAB
12 3 (2.04%) T-SQL
13 2 (1.36%) Bash Shell
13 2 (1.36%) Perl
13 2 (1.36%) PHP
Qualifications
1 21 (14.29%) Degree
2 8 (5.44%) Security Cleared
3 4 (2.72%) PMP
4 3 (2.04%) PhD
5 2 (1.36%) ACCA
5 2 (1.36%) CIMA
5 2 (1.36%) CISA
5 2 (1.36%) CISM
5 2 (1.36%) CISSP
5 2 (1.36%) Computer Science Degree
5 2 (1.36%) PMI Certification
6 1 (0.68%) CEH
Quality Assurance & Compliance
1 27 (18.37%) Data Quality
2 7 (4.76%) QA
3 6 (4.08%) GDPR
3 6 (4.08%) Solvency II
4 2 (1.36%) EMIR
4 2 (1.36%) MiFID
5 1 (0.68%) Dodd-Frank
5 1 (0.68%) FATCA
5 1 (0.68%) ISO/IEC 27001
5 1 (0.68%) Sarbanes-Oxley
5 1 (0.68%) SLA
System Software
1 7 (4.76%) Virtual Machines
2 3 (2.04%) Apache Flume
3 2 (1.36%) Apache ZooKeeper
3 2 (1.36%) Hyper-V
3 2 (1.36%) VMware Infrastructure
4 1 (0.68%) Docker
4 1 (0.68%) HDFS
4 1 (0.68%) LXC
Systems Management
1 3 (2.04%) Kubernetes
1 3 (2.04%) Terraform
2 2 (1.36%) Ansible
3 1 (0.68%) Mesos
3 1 (0.68%) Packer
Vendors
1 45 (30.61%) Tableau
2 32 (21.77%) Microsoft
3 9 (6.12%) Google
3 9 (6.12%) IBM
4 6 (4.08%) Alteryx
5 5 (3.40%) Oracle
6 3 (2.04%) Capita
6 3 (2.04%) Cloudera
6 3 (2.04%) MicroStrategy
7 2 (1.36%) Apple
7 2 (1.36%) Bloomberg
7 2 (1.36%) Citrix
7 2 (1.36%) Fidessa
7 2 (1.36%) Reuters
7 2 (1.36%) Salesforce.com
7 2 (1.36%) SAP
7 2 (1.36%) Siebel
7 2 (1.36%) VMware
8 1 (0.68%) Blue Coat
8 1 (0.68%) Cognos