Period
to 15 October 2018

The following table provides summary statistics for permanent job vacancies advertised in the City of 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 15 October 2018 with a comparison to the same period in the previous 2 years.

Analytics
Central London > City of London
6 months to
15 Oct 2018
Same period 2017 Same period 2016
Rank 38 36 40
Rank change year-on-year -2 +4 -11
Permanent jobs citing Analytics 670 592 693
As % of all permanent IT jobs advertised in the City of London 6.05% 5.97% 5.79%
As % of the Processes & Methodologies category 6.58% 6.51% 6.36%
Number of salaries quoted 560 505 628
City of London median annual salary £70,000 £60,000 £60,000
Median salary % change year-on-year +16.67% - +9.09%
10th Percentile £40,000 £36,250 £36,250
90th Percentile £102,500 £95,750 £97,000
Central London median annual salary £65,000 £60,000 £60,000
% change year-on-year +8.33% - +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 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 10,177 9,093 10,888
As % of all permanent IT jobs advertised in the City of London 91.88% 91.64% 90.98%
Number of salaries quoted 9,104 8,211 9,942
City of London median annual salary £65,000 £60,000 £60,000
Median salary % change year-on-year +8.33% - +4.35%
10th Percentile £37,000 £36,250 £35,000
90th Percentile £95,000 £93,750 £88,750
Central London median annual salary £62,500 £60,000 £57,500
% change year-on-year +4.17% +4.35% +2.68%

Analytics
Job Vacancy Trend in the City of London

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

Job vacancy trend for Analytics in the City of London

Analytics
Salary Trend in the City of London

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

Salary trend for Analytics in the City of London

Analytics
Salary Histogram in the City of London

The salary distribution of IT jobs citing Analytics in the City of London over the 6 months to 15 October 2018.

Salary histogram for Analytics in the City of London

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 Analytics within the City of London region over the 6 months to 15 October 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 -11 4 £71,250 +50.00%
Analytics
Central London

For the 6 months to 15 October 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 City of London region with a requirement for Analytics.

1 290 (43.28%) SQL
2 251 (37.46%) Finance
3 159 (23.73%) Python
4 153 (22.84%) Agile Software Development
5 150 (22.39%) Data Analytics
6 147 (21.94%) Business Intelligence
7 139 (20.75%) Big Data
7 139 (20.75%) Machine Learning
8 124 (18.51%) Data Science
9 113 (16.87%) SQL Server
10 110 (16.42%) Java
11 108 (16.12%) Analytical Skills
12 107 (15.97%) C#
12 107 (15.97%) Data Warehouse
13 101 (15.07%) Microsoft Azure
14 99 (14.78%) Banking
15 94 (14.03%) Degree
16 90 (13.43%) Mathematics
17 86 (12.84%) JavaScript
18 84 (12.54%) ETL
19 76 (11.34%) Artificial Intelligence
20 75 (11.19%) .NET
21 74 (11.04%) Visualisation
22 71 (10.60%) Tableau
23 70 (10.45%) Hadoop
23 70 (10.45%) Microsoft
24 67 (10.00%) Scrum
25 65 (9.70%) R
26 64 (9.55%) DevOps
26 64 (9.55%) Computer Science

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 63 (9.40%) Apache Spark
2 27 (4.03%) SAS
3 15 (2.24%) Elasticsearch
4 10 (1.49%) Apache
5 9 (1.34%) Confluence
6 7 (1.04%) Apache Pig
7 4 (0.60%) Apache Solr
7 4 (0.60%) WordPress
8 3 (0.45%) CMS
8 3 (0.45%) Drupal
9 2 (0.30%) IBM Notes
9 2 (0.30%) Jetty
9 2 (0.30%) Jupyter
9 2 (0.30%) nginx
9 2 (0.30%) SharePoint
9 2 (0.30%) Tomcat
10 1 (0.15%) Moodle
10 1 (0.15%) MS Exchange
10 1 (0.15%) OpenStack
10 1 (0.15%) Oracle SOA Suite
Applications
1 35 (5.22%) Microsoft Excel
2 22 (3.28%) Microsoft Office
3 4 (0.60%) Adobe Illustrator
3 4 (0.60%) InVision
3 4 (0.60%) MS Visio
3 4 (0.60%) Photoshop
3 4 (0.60%) SPSS
4 3 (0.45%) Microsoft PowerPoint
4 3 (0.45%) Spreadsheet
5 1 (0.15%) Adobe Creative Suite
5 1 (0.15%) GNU Octave
5 1 (0.15%) UXPin
Business Applications
1 2 (0.30%) Bloomberg TOMS
2 1 (0.15%) Dynamics CRM
2 1 (0.15%) Eloqua
2 1 (0.15%) Oracle EBS R12
2 1 (0.15%) Oracle Procure-to-Pay
2 1 (0.15%) Oracle Retail
2 1 (0.15%) SAP BPC
2 1 (0.15%) SAP GRC
2 1 (0.15%) Unit4 Business World
2 1 (0.15%) WebTrends
Cloud Services
1 101 (15.07%) Microsoft Azure
2 49 (7.31%) Amazon AWS
3 30 (4.48%) Google Analytics
4 23 (3.43%) Azure Data Factory
5 16 (2.39%) Data Lake Analytics
5 16 (2.39%) PaaS
6 14 (2.09%) Cloud Computing
7 12 (1.79%) Azure Machine Learning
7 12 (1.79%) Google Cloud Platform
8 11 (1.64%) SaaS
8 11 (1.64%) Serverless
9 7 (1.04%) Adobe Analytics
9 7 (1.04%) Amazon EMR
10 5 (0.75%) GitHub
11 4 (0.60%) Azure Active Directory
11 4 (0.60%) Azure Functions
12 3 (0.45%) Cortana Intelligence Suite
12 3 (0.45%) Google App Engine
12 3 (0.45%) OpenShift
12 3 (0.45%) Virtual Private Cloud
Communications & Networking
1 27 (4.03%) Internet
2 25 (3.73%) TCP/IP
3 11 (1.64%) Firewall
4 8 (1.19%) Network Security
5 1 (0.15%) Cisco ASA
5 1 (0.15%) Cisco Firepower
5 1 (0.15%) DNS
5 1 (0.15%) FIX Connectivity
5 1 (0.15%) LAN
5 1 (0.15%) SAN
5 1 (0.15%) VoIP
5 1 (0.15%) WAN
Database & Business Intelligence
1 139 (20.75%) Big Data
2 113 (16.87%) SQL Server
3 107 (15.97%) Data Warehouse
4 70 (10.45%) Hadoop
5 62 (9.25%) SQL Server Integration Services
6 61 (9.10%) Data Lake
6 61 (9.10%) Power BI
7 54 (8.06%) NoSQL
8 50 (7.46%) SQL Server Reporting Services
9 37 (5.52%) SQL Server Analysis Services
10 32 (4.78%) Apache Hive
11 24 (3.58%) BusinessObjects
12 21 (3.13%) Relational Database
13 20 (2.99%) QlikView
14 19 (2.84%) Azure SQL Database
14 19 (2.84%) Cosmos DB
15 17 (2.54%) Data Mining
16 15 (2.24%) Azure SQL Data Warehouse
17 14 (2.09%) PostgreSQL
17 14 (2.09%) SQL Server 2016
Development Applications
1 38 (5.67%) Git (software)
2 28 (4.18%) JIRA
3 25 (3.73%) Maven
4 23 (3.43%) Jenkins
5 15 (2.24%) Team Foundation Server
6 13 (1.94%) NUnit
6 13 (1.94%) Subversion
7 12 (1.79%) Selenium
7 12 (1.79%) SQL Server Management Studio (SSMS)
8 10 (1.49%) TeamCity
8 10 (1.49%) Visual Studio
9 8 (1.19%) SpecFlow
10 5 (0.75%) tSQLt
11 4 (0.60%) Atlassian Bamboo
11 4 (0.60%) Cucumber
11 4 (0.60%) ER Studio
11 4 (0.60%) Octopus Deploy
11 4 (0.60%) Robot Framework
11 4 (0.60%) SoapUI
11 4 (0.60%) Visual Studio Team System
General
1 251 (37.46%) Finance
2 99 (14.78%) Banking
3 52 (7.76%) Marketing
4 36 (5.37%) Front Office
5 27 (4.03%) Advertising
5 27 (4.03%) Retail
6 21 (3.13%) Games
6 21 (3.13%) Investment Banking
7 18 (2.69%) Law
8 13 (1.94%) Telecoms
9 12 (1.79%) Back Office
9 12 (1.79%) Publishing
10 8 (1.19%) Pharmaceutical
11 7 (1.04%) International Banking
11 7 (1.04%) Legal
12 6 (0.90%) Retail Banking
13 5 (0.75%) Corporate Banking
14 3 (0.45%) French Language
15 2 (0.30%) Multimedia
16 1 (0.15%) Italian Language
Job Titles
1 176 (26.27%) Developer
2 109 (16.27%) Analyst
3 70 (10.45%) Architect
4 49 (7.31%) Data Scientist
5 45 (6.72%) Consultant
6 44 (6.57%) Senior Developer
7 42 (6.27%) Java Developer
8 41 (6.12%) Data Engineer
9 37 (5.52%) C# Developer
10 34 (5.07%) Security Analyst
11 28 (4.18%) Pricing Developer
12 26 (3.88%) Solutions Architect
13 25 (3.73%) Cybersecurity Analyst
14 24 (3.58%) Data Architect
15 22 (3.28%) Business Analyst
15 22 (3.28%) Business Intelligence Developer
15 22 (3.28%) SQL Developer
16 19 (2.84%) Data Analyst
16 19 (2.84%) Data Consultant
16 19 (2.84%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 75 (11.19%) .NET
2 63 (9.40%) HTML
3 50 (7.46%) REST
4 49 (7.31%) CSS
5 40 (5.97%) React
6 37 (5.52%) Web Services
7 28 (4.18%) Spring
8 27 (4.03%) XML
9 26 (3.88%) Natural Language Processing
10 24 (3.58%) AngularJS
10 24 (3.58%) JSON
11 22 (3.28%) jQuery
12 21 (3.13%) Hibernate
13 20 (2.99%) ASP.NET
13 20 (2.99%) Kafka
14 17 (2.54%) WPF
15 15 (2.24%) ASP.NET MVC
16 14 (2.09%) Node.js
17 13 (1.94%) Entity Framework
17 13 (1.94%) FIX Protocol
Miscellaneous
1 108 (16.12%) Analytical Skills
2 64 (9.55%) Computer Science
3 50 (7.46%) Fintech
4 37 (5.52%) Greenfield Project
5 31 (4.63%) Management Information System
6 30 (4.48%) Algorithms
7 28 (4.18%) User Experience
8 24 (3.58%) Market Risk
9 23 (3.43%) Derivative
10 22 (3.28%) Self-Motivation
11 21 (3.13%) Data Structures
12 14 (2.09%) Equities
13 8 (1.19%) Foreign Exchange (FX)
13 8 (1.19%) Hedge funds
13 8 (1.19%) Life Science
13 8 (1.19%) Mobile App
14 7 (1.04%) Credit Risk
14 7 (1.04%) Fixed Income
14 7 (1.04%) Reinsurance
15 6 (0.90%) Virtual Team
Operating Systems
1 49 (7.31%) Windows
2 39 (5.82%) Linux
3 23 (3.43%) Unix
4 6 (0.90%) Android
4 6 (0.90%) Apple iOS
4 6 (0.90%) Solaris
5 5 (0.75%) AIX
5 5 (0.75%) HPUX
6 4 (0.60%) Red Hat Enterprise Linux
7 1 (0.15%) CentOS
7 1 (0.15%) Mac OS
Processes & Methodologies
1 153 (22.84%) Agile Software Development
2 150 (22.39%) Data Analytics
3 147 (21.94%) Business Intelligence
4 139 (20.75%) Machine Learning
5 124 (18.51%) Data Science
6 90 (13.43%) Mathematics
7 84 (12.54%) ETL
8 76 (11.34%) Artificial Intelligence
9 74 (11.04%) Visualisation
10 67 (10.00%) Scrum
11 64 (9.55%) DevOps
12 62 (9.25%) Problem-Solving
13 57 (8.51%) Data Analysis
14 54 (8.06%) Data Modelling
15 52 (7.76%) Data Management
15 52 (7.76%) Software Engineering
16 46 (6.87%) SDLC
17 44 (6.57%) TDD
18 41 (6.12%) Data Visualisation
19 38 (5.67%) Cybersecurity
Programming Languages
1 290 (43.28%) SQL
2 159 (23.73%) Python
3 110 (16.42%) Java
4 107 (15.97%) C#
5 86 (12.84%) JavaScript
6 65 (9.70%) R
7 48 (7.16%) Scala
8 45 (6.72%) PowerShell
9 44 (6.57%) T-SQL
10 32 (4.78%) C++
11 17 (2.54%) Perl
12 16 (2.39%) Java 8
13 14 (2.09%) Bash Shell
13 14 (2.09%) VBA
14 10 (1.49%) Data Analysis Expressions (DAX)
14 10 (1.49%) PHP
15 8 (1.19%) TypeScript
15 8 (1.19%) VB
16 7 (1.04%) Clojure
17 6 (0.90%) ES6
Qualifications
1 94 (14.03%) Degree
2 27 (4.03%) CISSP
3 22 (3.28%) PhD
4 18 (2.69%) Computer Science Degree
5 10 (1.49%) Master's Degree
6 9 (1.34%) MBA
7 7 (1.04%) Numerate Degree
8 6 (0.90%) ISEB
9 5 (0.75%) CFA
10 4 (0.60%) ISTQB
11 3 (0.45%) AWS Certification
12 2 (0.30%) CEH
12 2 (0.30%) Postgraduate
12 2 (0.30%) SC Cleared
12 2 (0.30%) Security Cleared
13 1 (0.15%) CCNA
13 1 (0.15%) Cisco Certification
13 1 (0.15%) GCIA
13 1 (0.15%) GCIH
13 1 (0.15%) Oracle Certification
Quality Assurance & Compliance
1 37 (5.52%) Data Quality
2 18 (2.69%) QA
3 7 (1.04%) GDPR
4 4 (0.60%) SLA
5 3 (0.45%) PMO
6 1 (0.15%) ISAE 3402
6 1 (0.15%) Sarbanes-Oxley
System Software
1 41 (6.12%) Docker
2 6 (0.90%) Active Directory
2 6 (0.90%) Apache Flume
3 4 (0.60%) HDFS
3 4 (0.60%) VirtualBox
4 2 (0.30%) Virtual Machines
5 1 (0.15%) Apache ZooKeeper
5 1 (0.15%) ProxySG
5 1 (0.15%) VMware Infrastructure
Systems Management
1 23 (3.43%) Kubernetes
2 12 (1.79%) Kibana
2 12 (1.79%) Nagios
3 10 (1.49%) Terraform
4 8 (1.19%) Ansible
5 6 (0.90%) Opscode Chef
6 5 (0.75%) Puppet
7 4 (0.60%) Oozie
8 2 (0.30%) cPanel
8 2 (0.30%) HP ALM
8 2 (0.30%) HP Quality Center
8 2 (0.30%) Packer
9 1 (0.15%) CSIRT
9 1 (0.15%) Docker Swarm
9 1 (0.15%) HAProxy
9 1 (0.15%) Mesos
9 1 (0.15%) Prometheus
9 1 (0.15%) rkt
9 1 (0.15%) Single Sign-On
9 1 (0.15%) ZABBIX
Vendors
1 71 (10.60%) Tableau
2 70 (10.45%) Microsoft
3 42 (6.27%) Google
4 37 (5.52%) Oracle
5 20 (2.99%) SAP
6 18 (2.69%) Salesforce.com
7 13 (1.94%) ServiceNow
8 10 (1.49%) Adobe
8 10 (1.49%) Informatica
9 8 (1.19%) Alteryx
10 7 (1.04%) Qualys
11 6 (0.90%) Databricks
11 6 (0.90%) LexisNexis
11 6 (0.90%) MicroStrategy
12 5 (0.75%) MapR
12 5 (0.75%) Red Hat
13 4 (0.60%) Hortonworks
13 4 (0.60%) HubSpot
13 4 (0.60%) Splunk
13 4 (0.60%) Talend