Period
to 17 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Central London with a requirement for Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytics over the 6 months to 17 November 2018 with a comparison to the same period in the previous 2 years.

Analytics
London > Central London
6 months to
17 Nov 2018
Same period 2017 Same period 2016
Rank 36 38 34
Rank change year-on-year +2 -4 -7
Permanent jobs citing Analytics 849 758 882
As % of all permanent IT jobs advertised in Central London 6.06% 5.51% 6.12%
As % of the Processes & Methodologies category 6.64% 5.99% 6.75%
Number of salaries quoted 731 659 787
Central London median annual salary £67,500 £60,000 £60,000
Median salary % change year-on-year +12.50% - +4.35%
10th Percentile £37,000 £36,150 £35,000
90th Percentile £102,500 £97,500 £96,250
London median annual salary £65,000 £62,500 £60,000
% change year-on-year +4.00% +4.17% +4.35%

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 Central London with a requirement for process or methodology skills.

All Process and Methodology Skills
Central London
Permanent vacancies with a requirement for process or methodology skills 12,784 12,646 13,064
As % of all permanent IT jobs advertised in Central London 91.26% 91.86% 90.63%
Number of salaries quoted 11,412 11,247 11,846
Central London median annual salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.17% +4.35% -
10th Percentile £36,250 £35,000 £33,560
90th Percentile £95,000 £92,500 £87,500
London median annual salary £62,500 £60,000 £57,500
% change year-on-year +4.17% +4.35% +4.55%

Analytics
Job Vacancy Trend in Central London

Job postings citing Analytics as a percentage of all IT jobs advertised in Central London.

Job vacancy trend for Analytics in Central London

Analytics
Salary Trend in Central London

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

Salary trend for Analytics in Central London

Analytics
Salary Histogram in Central London

The salary distribution of IT jobs citing Analytics in Central London over the 6 months to 17 November 2018.

Salary histogram for Analytics in Central London

Analytics
Job Locations in Central London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytics within the Central London region over the 6 months to 17 November 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
City of London +1 678 £70,000 +13.82% 175
West End of London -5 28 £60,000 +4.35% 45
Camden +20 15 £40,000 -30.43%
City of Westminster -7 7 £61,000 +10.91%
Southwark +16 5 £70,000 +24.44%
Kensington and Chelsea -3 1 - -
Analytics
London

For the 6 months to 17 November 2018, IT jobs citing 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 Central London region with a requirement for Analytics.

1 344 (40.52%) SQL
2 267 (31.45%) Finance
3 219 (25.80%) Agile Software Development
4 216 (25.44%) Python
5 188 (22.14%) Business Intelligence
6 172 (20.26%) Data Analytics
7 167 (19.67%) Data Science
8 165 (19.43%) Machine Learning
9 163 (19.20%) Big Data
10 140 (16.49%) Analytical Skills
11 138 (16.25%) Microsoft Azure
11 138 (16.25%) Data Warehouse
12 134 (15.78%) SQL Server
13 131 (15.43%) Java
14 126 (14.84%) JavaScript
15 122 (14.37%) C#
15 122 (14.37%) Degree
16 109 (12.84%) Microsoft
17 102 (12.01%) ETL
18 97 (11.43%) Visualisation
19 96 (11.31%) Mathematics
20 95 (11.19%) HTML
21 94 (11.07%) Scrum
21 94 (11.07%) Marketing
22 93 (10.95%) Problem-Solving
23 91 (10.72%) Banking
24 89 (10.48%) Artificial Intelligence
25 86 (10.13%) .NET
25 86 (10.13%) R
26 85 (10.01%) Computer Science

Analytics
Co-occurring IT Skills in Central 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 69 (8.13%) Apache Spark
2 37 (4.36%) SAS
3 20 (2.36%) Elasticsearch
4 13 (1.53%) Apache
5 11 (1.30%) CMS
6 10 (1.18%) Confluence
7 8 (0.94%) Apache Pig
8 7 (0.82%) Drupal
8 7 (0.82%) WordPress
9 6 (0.71%) nginx
9 6 (0.71%) SharePoint
10 5 (0.59%) OpenStack
11 4 (0.47%) Adobe Experience Manager
12 3 (0.35%) EPiServer
12 3 (0.35%) Jupyter
13 2 (0.24%) Apache Solr
13 2 (0.24%) Jetty
13 2 (0.24%) MS Exchange
13 2 (0.24%) Sitecore CMS
13 2 (0.24%) Tomcat
Applications
1 49 (5.77%) Microsoft Excel
2 23 (2.71%) Microsoft Office
3 13 (1.53%) Photoshop
4 11 (1.30%) InVision
5 7 (0.82%) Microsoft PowerPoint
6 6 (0.71%) Adobe Illustrator
6 6 (0.71%) MS Visio
6 6 (0.71%) SPSS
7 5 (0.59%) Adobe Creative Suite
8 3 (0.35%) Spreadsheet
9 2 (0.24%) GNU Octave
10 1 (0.12%) Flinto
10 1 (0.12%) InDesign
10 1 (0.12%) OmniGraffle
10 1 (0.12%) Stata
10 1 (0.12%) UXPin
Business Applications
1 4 (0.47%) Dynamics CRM
2 3 (0.35%) WebTrends
3 2 (0.24%) Abakus
3 2 (0.24%) Bloomberg TOMS
3 2 (0.24%) Magento
4 1 (0.12%) Eloqua
4 1 (0.12%) Markit EDM
4 1 (0.12%) NetSuite
4 1 (0.12%) Oracle EBS R12
4 1 (0.12%) Oracle Procure-to-Pay
4 1 (0.12%) Oracle Retail
4 1 (0.12%) PolarLake
4 1 (0.12%) SAP GRC
4 1 (0.12%) TRIRIGA
Cloud Services
1 138 (16.25%) Microsoft Azure
2 66 (7.77%) Google Analytics
3 64 (7.54%) Amazon AWS
4 32 (3.77%) Azure Data Factory
5 24 (2.83%) SaaS
6 22 (2.59%) PaaS
7 19 (2.24%) Data Lake Analytics
8 17 (2.00%) Cloud Computing
9 15 (1.77%) Serverless
10 14 (1.65%) Google Cloud Platform
11 12 (1.41%) Azure Machine Learning
12 11 (1.30%) Adobe Analytics
12 11 (1.30%) Amazon EC2
13 10 (1.18%) Azure Active Directory
14 8 (0.94%) AdWords
15 7 (0.82%) Amazon S3
15 7 (0.82%) GitHub
15 7 (0.82%) Office 365
16 6 (0.71%) Azure Functions
16 6 (0.71%) Google Tag Manager
Communications & Networking
1 36 (4.24%) Internet
1 36 (4.24%) TCP/IP
2 20 (2.36%) Firewall
3 11 (1.30%) Network Security
4 7 (0.82%) WAN
5 6 (0.71%) SAN
6 5 (0.59%) IPsec
7 4 (0.47%) BGP
7 4 (0.47%) DNS
7 4 (0.47%) GLBP
7 4 (0.47%) HSRP
7 4 (0.47%) HTTP
7 4 (0.47%) SSL
7 4 (0.47%) VRRP
7 4 (0.47%) VXLAN
8 3 (0.35%) VoIP
8 3 (0.35%) VPN
9 2 (0.24%) Cisco ASA
9 2 (0.24%) LAN
9 2 (0.24%) VLAN
Database & Business Intelligence
1 163 (19.20%) Big Data
2 138 (16.25%) Data Warehouse
3 134 (15.78%) SQL Server
4 77 (9.07%) Power BI
5 72 (8.48%) Hadoop
6 60 (7.07%) Data Lake
6 60 (7.07%) SQL Server Integration Services
7 56 (6.60%) NoSQL
8 45 (5.30%) SQL Server Reporting Services
9 39 (4.59%) SQL Server Analysis Services
10 30 (3.53%) Apache Hive
10 30 (3.53%) Relational Database
11 28 (3.30%) MongoDB
12 25 (2.94%) BusinessObjects
13 23 (2.71%) Data Mining
13 23 (2.71%) QlikView
14 22 (2.59%) MySQL
14 22 (2.59%) PostgreSQL
15 21 (2.47%) Apache Cassandra
15 21 (2.47%) Cosmos DB
Development Applications
1 51 (6.01%) Git (software)
2 33 (3.89%) JIRA
3 29 (3.42%) Jenkins
4 23 (2.71%) Maven
5 17 (2.00%) Selenium
6 15 (1.77%) Team Foundation Server
6 15 (1.77%) Visual Studio
7 13 (1.53%) TeamCity
8 11 (1.30%) Octopus Deploy
9 10 (1.18%) Visual Studio Team System
10 9 (1.06%) ERwin
10 9 (1.06%) Subversion
11 8 (0.94%) Bitbucket
11 8 (0.94%) ER Studio
11 8 (0.94%) SpecFlow
11 8 (0.94%) SQL Server Management Studio (SSMS)
12 7 (0.82%) tSQLt
13 6 (0.71%) Atlassian Bamboo
13 6 (0.71%) HP UFT
14 5 (0.59%) NUnit
General
1 267 (31.45%) Finance
2 94 (11.07%) Marketing
3 91 (10.72%) Banking
4 48 (5.65%) Retail
5 38 (4.48%) Front Office
6 34 (4.00%) Advertising
7 33 (3.89%) Games
8 22 (2.59%) Investment Banking
9 21 (2.47%) Law
10 14 (1.65%) Telecoms
11 13 (1.53%) Back Office
12 10 (1.18%) Legal
13 9 (1.06%) Pharmaceutical
13 9 (1.06%) Publishing
14 8 (0.94%) Retail Banking
15 6 (0.71%) International Banking
16 5 (0.59%) Corporate Banking
17 4 (0.47%) Automotive
17 4 (0.47%) French Language
18 3 (0.35%) Financial Institution
Job Titles
1 219 (25.80%) Developer
2 150 (17.67%) Analyst
3 87 (10.25%) Architect
4 60 (7.07%) Data Scientist
5 50 (5.89%) Consultant
5 50 (5.89%) Java Developer
6 45 (5.30%) Data Engineer
6 45 (5.30%) Senior Developer
7 33 (3.89%) Security Analyst
8 32 (3.77%) Solutions Architect
9 31 (3.65%) Data Architect
10 30 (3.53%) Data Analyst
11 29 (3.42%) C# Developer
12 28 (3.30%) Business Analyst
12 28 (3.30%) Cybersecurity Analyst
13 27 (3.18%) Business Intelligence Developer
14 25 (2.94%) Pricing Developer
15 23 (2.71%) Junior
15 23 (2.71%) Product Manager
16 22 (2.59%) SQL Analyst
Libraries, Frameworks & Software Standards
1 95 (11.19%) HTML
2 86 (10.13%) .NET
3 79 (9.31%) CSS
4 47 (5.54%) REST
5 45 (5.30%) React
6 44 (5.18%) AngularJS
7 43 (5.06%) Web Services
8 34 (4.00%) JSON
8 34 (4.00%) XML
9 28 (3.30%) ASP.NET
9 28 (3.30%) jQuery
9 28 (3.30%) Kafka
10 27 (3.18%) HTML5
10 27 (3.18%) Spring
11 24 (2.83%) Natural Language Processing
12 22 (2.59%) Hibernate
12 22 (2.59%) Node.js
13 20 (2.36%) ASP.NET MVC
14 17 (2.00%) ASP.NET Web API
14 17 (2.00%) CSS3
Miscellaneous
1 140 (16.49%) Analytical Skills
2 85 (10.01%) Computer Science
3 62 (7.30%) Fintech
4 50 (5.89%) User Experience
5 43 (5.06%) Algorithms
6 41 (4.83%) Greenfield Project
7 34 (4.00%) Management Information System
8 31 (3.65%) Data Structures
9 25 (2.94%) Derivative
10 23 (2.71%) Market Risk
11 21 (2.47%) Self-Motivation
12 18 (2.12%) Reinsurance
13 15 (1.77%) Equities
13 15 (1.77%) Social Media
14 14 (1.65%) Hedge funds
15 12 (1.41%) Mobile App
16 11 (1.30%) Foreign Exchange (FX)
17 9 (1.06%) Data Centre
17 9 (1.06%) FMCG
17 9 (1.06%) Virtual Team
Operating Systems
1 78 (9.19%) Windows
2 70 (8.24%) Linux
3 22 (2.59%) Unix
4 13 (1.53%) Apple iOS
5 11 (1.30%) Android
5 11 (1.30%) Windows Server
6 8 (0.94%) Red Hat Enterprise Linux
7 6 (0.71%) CentOS
7 6 (0.71%) Solaris
8 5 (0.59%) AIX
8 5 (0.59%) HPUX
9 3 (0.35%) Windows 10
10 2 (0.24%) tvOS
10 2 (0.24%) Windows Phone
11 1 (0.12%) Data ONTAP
11 1 (0.12%) Mac OS
Processes & Methodologies
1 219 (25.80%) Agile Software Development
2 188 (22.14%) Business Intelligence
3 172 (20.26%) Data Analytics
4 167 (19.67%) Data Science
5 165 (19.43%) Machine Learning
6 102 (12.01%) ETL
7 97 (11.43%) Visualisation
8 96 (11.31%) Mathematics
9 94 (11.07%) Scrum
10 93 (10.95%) Problem-Solving
11 89 (10.48%) Artificial Intelligence
12 78 (9.19%) Data Modelling
13 77 (9.07%) DevOps
14 70 (8.24%) Data Analysis
15 69 (8.13%) Software Engineering
16 61 (7.18%) E-Commerce
17 58 (6.83%) Data Management
18 54 (6.36%) SDLC
18 54 (6.36%) TDD
19 50 (5.89%) Microservices
Programming Languages
1 344 (40.52%) SQL
2 216 (25.44%) Python
3 131 (15.43%) Java
4 126 (14.84%) JavaScript
5 122 (14.37%) C#
6 86 (10.13%) R
7 65 (7.66%) PowerShell
8 53 (6.24%) T-SQL
9 50 (5.89%) Scala
10 46 (5.42%) C++
11 21 (2.47%) Bash Shell
11 21 (2.47%) VBA
12 20 (2.36%) Perl
13 17 (2.00%) PHP
14 16 (1.88%) TypeScript
15 14 (1.65%) Data Analysis Expressions (DAX)
16 12 (1.41%) ES6
17 11 (1.30%) C
17 11 (1.30%) Java 8
18 10 (1.18%) VB
Qualifications
1 122 (14.37%) Degree
2 30 (3.53%) PhD
3 29 (3.42%) CISSP
4 28 (3.30%) Computer Science Degree
5 11 (1.30%) Master's Degree
6 9 (1.06%) MBA
6 9 (1.06%) Numerate Degree
7 8 (0.94%) Microsoft Certification
8 7 (0.82%) CFA
9 5 (0.59%) MCSE
10 4 (0.47%) Postgraduate
11 3 (0.35%) AWS Certification
12 2 (0.24%) ISEB
12 2 (0.24%) PMP
12 2 (0.24%) SC Cleared
12 2 (0.24%) Security Cleared
13 1 (0.12%) CCNA
13 1 (0.12%) Cisco Certification
13 1 (0.12%) Oracle Certification
13 1 (0.12%) PMI Certification
Quality Assurance & Compliance
1 44 (5.18%) Data Quality
2 31 (3.65%) QA
3 9 (1.06%) GDPR
4 6 (0.71%) PMO
4 6 (0.71%) SLA
5 3 (0.35%) Actionable Recommendations
6 2 (0.24%) Solvency II
7 1 (0.12%) ISAE 3402
7 1 (0.12%) ISO 20022
7 1 (0.12%) ISO/IEC 27001
7 1 (0.12%) Sarbanes-Oxley
System Software
1 51 (6.01%) Docker
2 18 (2.12%) Active Directory
3 8 (0.94%) VMware Infrastructure
4 7 (0.82%) Apache Flume
5 4 (0.47%) HDFS
5 4 (0.47%) VirtualBox
6 2 (0.24%) Virtual Machines
7 1 (0.12%) Hyper-V
7 1 (0.12%) ProxySG
7 1 (0.12%) XenApp
Systems Management
1 23 (2.71%) Kubernetes
2 22 (2.59%) Ansible
3 17 (2.00%) Opscode Chef
4 16 (1.88%) Kibana
4 16 (1.88%) Terraform
5 13 (1.53%) Nagios
6 7 (0.82%) Puppet
7 6 (0.71%) HP ALM
7 6 (0.71%) HP Quality Center
7 6 (0.71%) Mesos
7 6 (0.71%) Oozie
7 6 (0.71%) ZABBIX
8 5 (0.59%) logstash
9 4 (0.47%) FortiGate
9 4 (0.47%) HAProxy
9 4 (0.47%) Prometheus
10 3 (0.35%) Docker Swarm
10 3 (0.35%) Packer
11 2 (0.24%) cPanel
11 2 (0.24%) Rundeck
Vendors
1 109 (12.84%) Microsoft
2 83 (9.78%) Google
3 81 (9.54%) Tableau
4 49 (5.77%) Oracle
5 32 (3.77%) Salesforce.com
6 26 (3.06%) Adobe
7 20 (2.36%) SAP
8 15 (1.77%) Red Hat
9 11 (1.30%) ServiceNow
10 10 (1.18%) Informatica
11 8 (0.94%) Facebook
11 8 (0.94%) VMware
12 7 (0.82%) Alteryx
12 7 (0.82%) Cisco
12 7 (0.82%) HP
12 7 (0.82%) IBM
12 7 (0.82%) Juniper
12 7 (0.82%) MapR
12 7 (0.82%) MicroStrategy
13 6 (0.71%) LexisNexis