Period
to 20 February 2019

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 20 February 2019 with a comparison to the same period in the previous 2 years.

Analytics
London > Central London
6 months to
20 Feb 2019
Same period 2018 Same period 2017
Rank 35 38 33
Rank change year-on-year +3 -5 -3
Permanent jobs citing Analytics 858 929 794
As % of all permanent IT jobs advertised in Central London 6.55% 6.18% 6.27%
As % of the Processes & Methodologies category 7.15% 6.64% 6.89%
Number of salaries quoted 765 818 714
Central London median annual salary £70,000 £62,500 £60,000
Median salary % change year-on-year +12.00% +4.17% -
10th Percentile £40,000 £36,250 £37,150
90th Percentile £100,000 £95,375 £100,000
London median annual salary £65,000 £62,500 £60,000
% change year-on-year +4.00% +4.17% -

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 12,003 13,990 11,523
As % of all permanent IT jobs advertised in Central London 91.70% 93.04% 91.03%
Number of salaries quoted 10,661 12,268 10,466
Central London median annual salary £65,000 £60,000 £57,500
Median salary % change year-on-year +8.33% +4.35% -
10th Percentile £36,250 £36,250 £33,750
90th Percentile £95,000 £92,500 £90,000
London median annual salary £62,500 £60,000 £60,000
% change year-on-year +4.17% - +9.09%

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 20 February 2019.

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 20 February 2019. 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 +2 731 £67,500 +8.00% 215
Southwark +19 10 £55,000 -4.35%
West End of London +1 10 £65,000 +116.67%
City of Westminster -4 9 £85,000 +54.55% 3
Camden +15 5 £40,000 -33.33%
Kensington and Chelsea -2 1 - -
Analytics
London

For the 6 months to 20 February 2019, 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.

1 358 (41.72%) SQL
2 273 (31.82%) Finance
3 249 (29.02%) Agile Software Development
4 220 (25.64%) Python
5 216 (25.17%) Business Intelligence
6 183 (21.33%) Data Analytics
7 176 (20.51%) Machine Learning
8 169 (19.70%) Microsoft Azure
9 155 (18.07%) Analytical Skills
10 153 (17.83%) Data Science
11 151 (17.60%) Java
12 144 (16.78%) Data Warehouse
13 139 (16.20%) Big Data
14 133 (15.50%) JavaScript
14 133 (15.50%) HTML
14 133 (15.50%) Microsoft
15 132 (15.38%) SQL Server
16 125 (14.57%) C#
17 124 (14.45%) Scrum
18 114 (13.29%) Degree
19 110 (12.82%) ETL
19 110 (12.82%) Visualisation
20 105 (12.24%) Problem-Solving
21 104 (12.12%) Artificial Intelligence
22 100 (11.66%) R
23 98 (11.42%) DevOps
23 98 (11.42%) .NET
24 94 (10.96%) Power BI
25 92 (10.72%) CSS
25 92 (10.72%) Mathematics

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 75 (8.74%) Apache Spark
2 29 (3.38%) SAS
3 25 (2.91%) Elasticsearch
4 18 (2.10%) CMS
5 17 (1.98%) Marvel
6 13 (1.52%) Apache
7 7 (0.82%) SharePoint
8 6 (0.70%) nginx
9 4 (0.47%) Apache Solr
9 4 (0.47%) Confluence
9 4 (0.47%) Drupal
9 4 (0.47%) WordPress
10 3 (0.35%) Adobe Experience Manager
10 3 (0.35%) EPiServer
10 3 (0.35%) Jupyter
11 2 (0.23%) Apache Pig
11 2 (0.23%) Sitecore CMS
12 1 (0.12%) DNN
12 1 (0.12%) IIS
12 1 (0.12%) MS Exchange
Applications
1 42 (4.90%) Microsoft Excel
2 25 (2.91%) InVision
3 22 (2.56%) Adobe Creative Suite
4 21 (2.45%) Microsoft Office
5 6 (0.70%) Photoshop
6 4 (0.47%) Microsoft PowerPoint
7 3 (0.35%) MS Visio
8 2 (0.23%) Adobe Illustrator
8 2 (0.23%) Final Cut Pro
8 2 (0.23%) SPSS
9 1 (0.12%) Flinto
9 1 (0.12%) GNU Octave
9 1 (0.12%) InDesign
9 1 (0.12%) OmniGraffle
9 1 (0.12%) Stata
Business Applications
1 5 (0.58%) Oracle Procure-to-Pay
1 5 (0.58%) WebTrends
2 4 (0.47%) SessionCam
3 3 (0.35%) Dynamics CRM
4 2 (0.23%) Bloomberg TOMS
4 2 (0.23%) Markit EDM
4 2 (0.23%) SAP BPC
4 2 (0.23%) SAP S/4HANA
5 1 (0.12%) Dynamics AX
5 1 (0.12%) Eagle PACE
5 1 (0.12%) Eloqua
5 1 (0.12%) HFM
5 1 (0.12%) NetSuite
5 1 (0.12%) Oracle ERP
5 1 (0.12%) PolarLake
5 1 (0.12%) Remedy ITSM
5 1 (0.12%) Siebel CRM
5 1 (0.12%) TRIRIGA
Cloud Services
1 169 (19.70%) Microsoft Azure
2 90 (10.49%) Amazon AWS
3 47 (5.48%) Google Analytics
4 38 (4.43%) Azure Data Factory
5 30 (3.50%) SaaS
6 25 (2.91%) Data Lake Analytics
7 24 (2.80%) Google Cloud Platform
8 19 (2.21%) Cloud Computing
8 19 (2.21%) PaaS
9 18 (2.10%) Adobe Analytics
10 16 (1.86%) Serverless
11 13 (1.52%) Azure Machine Learning
11 13 (1.52%) GitHub
12 12 (1.40%) Azure Active Directory
13 11 (1.28%) Google Tag Manager
14 10 (1.17%) Azure Functions
15 9 (1.05%) Amazon EC2
15 9 (1.05%) Office 365
16 8 (0.93%) BlazeMeter
17 5 (0.58%) AdWords
Communications & Networking
1 23 (2.68%) TCP/IP
2 18 (2.10%) Firewall
3 17 (1.98%) Internet
4 9 (1.05%) Network Security
5 6 (0.70%) VPN
6 5 (0.58%) DNS
7 4 (0.47%) VLAN
8 3 (0.35%) VoIP
9 2 (0.23%) HTTP
9 2 (0.23%) IPsec
9 2 (0.23%) WAN
9 2 (0.23%) Wireless
10 1 (0.12%) BGP
10 1 (0.12%) HSRP
10 1 (0.12%) Intrusion Detection
10 1 (0.12%) Junos
10 1 (0.12%) SAN
10 1 (0.12%) SSL
10 1 (0.12%) VRRP
10 1 (0.12%) Wireshark
Database & Business Intelligence
1 144 (16.78%) Data Warehouse
2 139 (16.20%) Big Data
3 132 (15.38%) SQL Server
4 94 (10.96%) Power BI
5 66 (7.69%) NoSQL
6 61 (7.11%) SQL Server Integration Services
7 54 (6.29%) Data Lake
8 53 (6.18%) Hadoop
9 52 (6.06%) SQL Server Reporting Services
10 49 (5.71%) SQL Server Analysis Services
11 44 (5.13%) MongoDB
12 29 (3.38%) Apache Cassandra
13 28 (3.26%) Apache Hive
13 28 (3.26%) Azure SQL Data Warehouse
14 26 (3.03%) Cosmos DB
14 26 (3.03%) Relational Database
15 24 (2.80%) Data Mining
16 22 (2.56%) Amazon Redshift
16 22 (2.56%) Azure SQL Database
17 21 (2.45%) MySQL
Development Applications
1 71 (8.28%) Git (software)
2 25 (2.91%) Jenkins
3 20 (2.33%) Axure RP
3 20 (2.33%) JIRA
4 17 (1.98%) Selenium
5 12 (1.40%) Octopus Deploy
5 12 (1.40%) SpecFlow
6 11 (1.28%) Maven
6 11 (1.28%) Subversion
6 11 (1.28%) Team Foundation Server
7 10 (1.17%) ERwin
7 10 (1.17%) TeamCity
7 10 (1.17%) tSQLt
8 9 (1.05%) Cucumber
8 9 (1.05%) ER Studio
9 8 (0.93%) JMeter
9 8 (0.93%) SoapUI
10 7 (0.82%) Visual Studio
11 6 (0.70%) Visual Studio Team System
11 6 (0.70%) Visual Website Optimizer
General
1 273 (31.82%) Finance
2 86 (10.02%) Marketing
3 77 (8.97%) Banking
4 48 (5.59%) Retail
5 34 (3.96%) Front Office
6 27 (3.15%) Advertising
7 21 (2.45%) Games
8 15 (1.75%) Legal
9 14 (1.63%) Investment Banking
10 13 (1.52%) Telecoms
11 11 (1.28%) Financial Institution
11 11 (1.28%) Law
12 9 (1.05%) Pharmaceutical
12 9 (1.05%) Retail Banking
13 7 (0.82%) Back Office
13 7 (0.82%) International Banking
14 5 (0.58%) Corporate Banking
14 5 (0.58%) Publishing
15 3 (0.35%) German Language
16 2 (0.23%) Spanish Language
Job Titles
1 227 (26.46%) Developer
2 165 (19.23%) Analyst
3 98 (11.42%) Architect
4 69 (8.04%) Java Developer
5 52 (6.06%) Data Engineer
6 46 (5.36%) Consultant
6 46 (5.36%) Data Analyst
7 44 (5.13%) Data Scientist
8 35 (4.08%) Senior Developer
8 35 (4.08%) Solutions Architect
9 32 (3.73%) .NET Architect
9 32 (3.73%) Data Architect
10 30 (3.50%) Azure Architect
10 30 (3.50%) Business Intelligence Developer
11 29 (3.38%) Designer
12 27 (3.15%) Business Analyst
13 26 (3.03%) Junior
13 26 (3.03%) UX Designer
14 25 (2.91%) Senior Analyst
15 24 (2.80%) Python Developer
Libraries, Frameworks & Software Standards
1 133 (15.50%) HTML
2 98 (11.42%) .NET
3 92 (10.72%) CSS
4 55 (6.41%) AngularJS
5 44 (5.13%) Kafka
5 44 (5.13%) React
6 41 (4.78%) JSON
7 38 (4.43%) ASP.NET Web API
8 37 (4.31%) ASP.NET
8 37 (4.31%) Web Services
9 35 (4.08%) jQuery
9 35 (4.08%) REST
10 33 (3.85%) XML
11 29 (3.38%) Vue.js
12 28 (3.26%) ASP.NET MVC
13 27 (3.15%) .NET Core
14 20 (2.33%) HTML5
14 20 (2.33%) Natural Language Processing
15 15 (1.75%) TensorFlow
16 14 (1.63%) Redux
Miscellaneous
1 155 (18.07%) Analytical Skills
2 75 (8.74%) Fintech
3 59 (6.88%) User Experience
4 36 (4.20%) Algorithms
4 36 (4.20%) Management Information System
5 31 (3.61%) Data Structures
5 31 (3.61%) Mobile App
6 24 (2.80%) Greenfield Project
7 19 (2.21%) Cloud Native
8 15 (1.75%) Market Risk
8 15 (1.75%) Reinsurance
9 14 (1.63%) Hedge funds
10 13 (1.52%) Self-Motivation
11 11 (1.28%) Equities
12 10 (1.17%) Foreign Exchange (FX)
13 9 (1.05%) Derivative
14 8 (0.93%) Robotics
15 7 (0.82%) Enterprise Software
15 7 (0.82%) Life Science
15 7 (0.82%) Social Media
Operating Systems
1 63 (7.34%) Linux
2 53 (6.18%) Windows
3 22 (2.56%) Unix
4 19 (2.21%) Apple iOS
5 12 (1.40%) Android
6 11 (1.28%) Windows Server
7 5 (0.58%) Red Hat Enterprise Linux
7 5 (0.58%) Windows 7
7 5 (0.58%) Windows 8
8 3 (0.35%) CentOS
9 1 (0.12%) AIX
9 1 (0.12%) Data ONTAP
9 1 (0.12%) HPUX
9 1 (0.12%) Mac OS
9 1 (0.12%) Robot Operating System
9 1 (0.12%) Solaris
9 1 (0.12%) Ubuntu
9 1 (0.12%) Windows 10
Processes & Methodologies
1 249 (29.02%) Agile Software Development
2 216 (25.17%) Business Intelligence
3 183 (21.33%) Data Analytics
4 176 (20.51%) Machine Learning
5 153 (17.83%) Data Science
6 124 (14.45%) Scrum
7 110 (12.82%) ETL
7 110 (12.82%) Visualisation
8 105 (12.24%) Problem-Solving
9 104 (12.12%) Artificial Intelligence
10 98 (11.42%) DevOps
11 92 (10.72%) Mathematics
12 87 (10.14%) Data Modelling
13 86 (10.02%) Computer Science
14 75 (8.74%) Microservices
15 72 (8.39%) E-Commerce
16 68 (7.93%) Software Engineering
17 61 (7.11%) Stakeholder Management
18 60 (6.99%) Data Analysis
19 59 (6.88%) Project Management
Programming Languages
1 358 (41.72%) SQL
2 220 (25.64%) Python
3 151 (17.60%) Java
4 133 (15.50%) JavaScript
5 125 (14.57%) C#
6 100 (11.66%) R
7 61 (7.11%) T-SQL
8 51 (5.94%) Scala
9 48 (5.59%) C++
10 40 (4.66%) PowerShell
11 37 (4.31%) TypeScript
12 21 (2.45%) VBA
13 20 (2.33%) C
14 18 (2.10%) Bash Shell
15 17 (1.98%) ES6
16 12 (1.40%) Data Analysis Expressions (DAX)
16 12 (1.40%) Shell Script
17 10 (1.17%) Haskell
18 8 (0.93%) Go
18 8 (0.93%) PHP
Qualifications
1 114 (13.29%) Degree
2 24 (2.80%) Computer Science Degree
3 17 (1.98%) PhD
4 16 (1.86%) CISSP
5 8 (0.93%) Numerate Degree
5 8 (0.93%) SC Cleared
5 8 (0.93%) Security Cleared
6 7 (0.82%) BPSS Clearance
6 7 (0.82%) ISEB
6 7 (0.82%) MBA
7 6 (0.70%) CFA
8 5 (0.58%) CBAP
8 5 (0.58%) DV Cleared
8 5 (0.58%) Master's Degree
9 2 (0.23%) CISA
9 2 (0.23%) Postgraduate
10 1 (0.12%) ACCA
10 1 (0.12%) CISM
10 1 (0.12%) Microsoft Certification
10 1 (0.12%) PMP
Quality Assurance & Compliance
1 49 (5.71%) Data Quality
2 33 (3.85%) QA
3 15 (1.75%) PMO
4 7 (0.82%) GDPR
5 6 (0.70%) Actionable Recommendations
6 5 (0.58%) Solvency II
7 4 (0.47%) SLA
8 2 (0.23%) IFRS
9 1 (0.12%) ISO 20022
9 1 (0.12%) ISO/IEC 27001
System Software
1 65 (7.58%) Docker
2 19 (2.21%) Active Directory
3 13 (1.52%) HDFS
4 9 (1.05%) Apache Flume
5 3 (0.35%) VMware Infrastructure
6 2 (0.23%) Virtual Machines
7 1 (0.12%) Hyper-V
7 1 (0.12%) XenApp
Systems Management
1 37 (4.31%) Kubernetes
2 28 (3.26%) Terraform
3 17 (1.98%) Ansible
4 11 (1.28%) Opscode Chef
5 10 (1.17%) Oozie
6 8 (0.93%) Kibana
7 7 (0.82%) ZABBIX
8 6 (0.70%) Nagios
9 5 (0.58%) HAProxy
9 5 (0.58%) Prometheus
9 5 (0.58%) Puppet
10 3 (0.35%) HP ALM
10 3 (0.35%) HP Quality Center
10 3 (0.35%) Mesos
10 3 (0.35%) SCCM
11 2 (0.23%) Docker Swarm
11 2 (0.23%) Graylog
11 2 (0.23%) Jamf Pro
11 2 (0.23%) logstash
11 2 (0.23%) Single Sign-On
Vendors
1 133 (15.50%) Microsoft
2 86 (10.02%) Tableau
3 67 (7.81%) Oracle
4 65 (7.58%) Google
5 46 (5.36%) Adobe
6 20 (2.33%) Salesforce.com
6 20 (2.33%) SAP
7 14 (1.63%) Red Hat
8 11 (1.28%) Cloudera
8 11 (1.28%) Hortonworks
9 10 (1.17%) Sybase
10 9 (1.05%) IBM
10 9 (1.05%) Optimizely
11 8 (0.93%) Alteryx
11 8 (0.93%) IDERA
12 6 (0.70%) Databricks
12 6 (0.70%) Maxymiser
12 6 (0.70%) Sage
12 6 (0.70%) Sitecore
12 6 (0.70%) Teradata