Period
to 18 January 2020

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 18 January 2020 with a comparison to the same period in the previous 2 years.

Analytics
Central London > City of London
6 months to
18 Jan 2020
Same period 2019 Same period 2018
Rank 27 37 36
Rank change year-on-year +10 -1 -5
Permanent jobs citing Analytics 709 650 654
As % of all permanent IT jobs advertised in the City of London 7.77% 6.33% 6.26%
As % of the Processes & Methodologies category 8.30% 6.83% 6.68%
Number of salaries quoted 574 570 587
City of London median annual salary £70,000 £70,000 £62,500
Median salary % change year-on-year - +12.00% +4.17%
10th Percentile £41,625 £37,500 £37,500
90th Percentile £112,500 £102,500 £95,000
Central London median annual salary £70,000 £67,500 £62,500
% change year-on-year +3.70% +8.00% +7.76%

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 8,538 9,510 9,795
As % of all permanent IT jobs advertised in the City of London 93.59% 92.59% 93.83%
Number of salaries quoted 7,376 8,469 8,764
City of London median annual salary £67,500 £65,000 £60,000
Median salary % change year-on-year +3.85% +8.33% -
10th Percentile £38,750 £37,500 £36,250
90th Percentile £97,500 £95,000 £95,000
Central London median annual salary £67,250 £65,000 £60,000
% change year-on-year +3.46% +8.33% +4.35%

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 18 January 2020.

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 18 January 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
London Bridge +3 23 £62,500 +13.64%
Moorgate - 12 £75,000 - 1
Analytics
Central London

For the 6 months to 18 January 2020, 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.

1 245 (34.56%) SQL
2 219 (30.89%) Finance
3 201 (28.35%) Python
4 194 (27.36%) Data Analytics
5 187 (26.38%) Business Intelligence
6 177 (24.96%) Agile Software Development
7 142 (20.03%) Analytical Skills
8 140 (19.75%) Data Warehouse
9 133 (18.76%) Azure
10 123 (17.35%) Google
11 121 (17.07%) JavaScript
11 121 (17.07%) Machine Learning
12 116 (16.36%) Data Science
13 114 (16.08%) Big Data
14 111 (15.66%) Degree
15 108 (15.23%) ETL
16 100 (14.10%) Problem-Solving
17 98 (13.82%) AWS
17 98 (13.82%) Visualisation
18 97 (13.68%) Java
19 95 (13.40%) Marketing
20 91 (12.83%) Microsoft
21 90 (12.69%) Computer Science
21 90 (12.69%) DevOps
22 86 (12.13%) SQL Server
23 85 (11.99%) Data Modelling
24 81 (11.42%) Software Engineering
25 79 (11.14%) C#
26 78 (11.00%) Power BI
26 78 (11.00%) Power Platform

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 69 (9.73%) Apache Spark
2 18 (2.54%) SAS
3 13 (1.83%) Elasticsearch
4 12 (1.69%) CMS
5 8 (1.13%) Apache Airflow
6 7 (0.99%) Adobe Experience Manager
7 6 (0.85%) SharePoint
8 5 (0.71%) Apache
8 5 (0.71%) Confluence
8 5 (0.71%) Drupal
8 5 (0.71%) WordPress
9 4 (0.56%) Apache Solr
9 4 (0.56%) Luigi
10 2 (0.28%) Apache Pig
10 2 (0.28%) Jupyter
Applications
1 40 (5.64%) Microsoft Excel
2 8 (1.13%) Microsoft Office
2 8 (1.13%) Photoshop
3 5 (0.71%) Microsoft PowerPoint
4 3 (0.42%) Adobe Creative Suite
4 3 (0.42%) Spreadsheet
4 3 (0.42%) SPSS
5 2 (0.28%) Adobe Illustrator
5 2 (0.28%) Fireworks
5 2 (0.28%) MS Visio
6 1 (0.14%) Acrobat
6 1 (0.14%) Adobe After Effects
6 1 (0.14%) Adobe Premiere
6 1 (0.14%) Chatbot
6 1 (0.14%) EViews
6 1 (0.14%) InDesign
6 1 (0.14%) Microsoft Project
Business Applications
1 7 (0.99%) Distributed Ledger
2 5 (0.71%) R3 Corda
3 4 (0.56%) Cognos Business Intelligence
4 3 (0.42%) Salesforce.com CRM
5 2 (0.28%) HFM
6 1 (0.14%) FINCAD Analytics
6 1 (0.14%) Magento
6 1 (0.14%) Payment Gateway
6 1 (0.14%) Social Studio
6 1 (0.14%) WebTrends
Cloud Services
1 133 (18.76%) Azure
2 98 (13.82%) AWS
3 78 (11.00%) Power Platform
4 56 (7.90%) Google Analytics
5 48 (6.77%) GCP
6 25 (3.53%) Azure Data Factory
7 19 (2.68%) SaaS
8 12 (1.69%) AWS CloudFormation
9 9 (1.27%) GitHub
10 7 (0.99%) Data Lake Analytics
10 7 (0.99%) PaaS
11 6 (0.85%) Cloud Computing
11 6 (0.85%) Google Tag Manager
12 5 (0.71%) Adobe Analytics
12 5 (0.71%) Amazon S3
12 5 (0.71%) npm
13 4 (0.56%) Amazon EC2
13 4 (0.56%) Serverless
14 3 (0.42%) G Suite
14 3 (0.42%) Office 365
Communications & Networking
1 13 (1.83%) Firewall
2 12 (1.69%) TCP/IP
3 9 (1.27%) Internet
4 7 (0.99%) HTTP
5 6 (0.85%) DHCP
5 6 (0.85%) DNS
5 6 (0.85%) Network Security
6 5 (0.71%) VPN
6 5 (0.71%) Wireshark
7 4 (0.56%) BGP
7 4 (0.56%) Broadband
7 4 (0.56%) HSRP
8 3 (0.42%) Intrusion Detection
8 3 (0.42%) Junos
8 3 (0.42%) LAN
8 3 (0.42%) SNMP
8 3 (0.42%) SSL
8 3 (0.42%) VRRP
8 3 (0.42%) WAN
9 2 (0.28%) WLAN
Database & Business Intelligence
1 140 (19.75%) Data Warehouse
2 114 (16.08%) Big Data
3 86 (12.13%) SQL Server
4 78 (11.00%) Power BI
5 67 (9.45%) Hadoop
6 62 (8.74%) SQL Server Integration Services
7 46 (6.49%) SQL Server Analysis Services
8 41 (5.78%) Relational Database
9 36 (5.08%) Data Lake
10 31 (4.37%) Data Mining
11 29 (4.09%) Apache Hive
12 28 (3.95%) SQL Server Reporting Services
13 26 (3.67%) MySQL
13 26 (3.67%) PostgreSQL
14 24 (3.39%) NoSQL
15 20 (2.82%) Apache Cassandra
16 19 (2.68%) Azure SQL Database
16 19 (2.68%) MongoDB
17 15 (2.12%) Amazon Redshift
18 14 (1.97%) RDBMS
Development Applications
1 16 (2.26%) Git (software)
2 15 (2.12%) JIRA
3 14 (1.97%) Team Foundation Server
4 12 (1.69%) Jenkins
5 9 (1.27%) SQL Server Management Studio (SSMS)
5 9 (1.27%) Visual Studio
6 7 (0.99%) Bitbucket
6 7 (0.99%) Jasmine
6 7 (0.99%) Mocha
6 7 (0.99%) Selenium
7 5 (0.71%) Protractor
7 5 (0.71%) Subversion
7 5 (0.71%) webpack
8 4 (0.56%) Balsamiq
8 4 (0.56%) ERwin
8 4 (0.56%) Grunt
8 4 (0.56%) gulp
8 4 (0.56%) Karma Test Runner
8 4 (0.56%) Maven
8 4 (0.56%) PowerDesigner
General
1 219 (30.89%) Finance
2 95 (13.40%) Marketing
3 45 (6.35%) Banking
4 35 (4.94%) Retail
5 29 (4.09%) Advertising
6 21 (2.96%) Legal
7 18 (2.54%) Front Office
8 15 (2.12%) Publishing
9 14 (1.97%) Police
10 10 (1.41%) Investment Banking
11 9 (1.27%) Financial Institution
12 6 (0.85%) Digital Economy
12 6 (0.85%) Law
12 6 (0.85%) Public Sector
13 4 (0.56%) Local Government
13 4 (0.56%) Telecoms
14 3 (0.42%) Retail Banking
15 2 (0.28%) Back Office
15 2 (0.28%) Manufacturing
16 1 (0.14%) Electronics
Job Titles
1 153 (21.58%) Developer
2 89 (12.55%) Analyst
3 65 (9.17%) Architect
4 53 (7.48%) Data Engineer
5 42 (5.92%) Data Architect
6 29 (4.09%) Web Developer
7 26 (3.67%) Lead Developer
8 25 (3.53%) Front End Developer (Client-Side Developer)
9 23 (3.24%) Data Analyst
9 23 (3.24%) Product Manager
10 22 (3.10%) Business Intelligence Developer
10 22 (3.10%) Consultant
10 22 (3.10%) Senior Developer
11 20 (2.82%) Data Scientist
12 19 (2.68%) Data Manager
12 19 (2.68%) Junior
12 19 (2.68%) Senior Data Engineer
13 17 (2.40%) Java Developer
13 17 (2.40%) Project Manager
14 16 (2.26%) Business Analyst
Libraries, Frameworks & Software Standards
1 64 (9.03%) HTML
2 62 (8.74%) CSS
3 50 (7.05%) AngularJS
4 47 (6.63%) React
5 40 (5.64%) Kafka
6 35 (4.94%) HTML5
7 32 (4.51%) Node.js
8 31 (4.37%) .NET
9 30 (4.23%) jQuery
10 27 (3.81%) CSS3
10 27 (3.81%) Natural Language Processing
10 27 (3.81%) TensorFlow
11 26 (3.67%) REST
11 26 (3.67%) scikit-learn
11 26 (3.67%) Web Services
12 23 (3.24%) Pandas
13 22 (3.10%) GraphQL
13 22 (3.10%) MDX
14 21 (2.96%) Keras
15 20 (2.82%) Redux
Miscellaneous
1 142 (20.03%) Analytical Skills
2 61 (8.60%) User Experience
3 39 (5.50%) Algorithms
4 38 (5.36%) Management Information System
5 34 (4.80%) Greenfield Project
6 33 (4.65%) Data Structures
7 21 (2.96%) Linux Command Line
8 18 (2.54%) Enterprise Software
9 17 (2.40%) Self-Motivation
10 13 (1.83%) Fixed Income
10 13 (1.83%) Market Risk
11 11 (1.55%) Credit Risk
11 11 (1.55%) Foreign Exchange (FX)
11 11 (1.55%) Mobile App
11 11 (1.55%) Reinsurance
11 11 (1.55%) Virtual Team
12 10 (1.41%) Cloud Native
12 10 (1.41%) Cyberthreat
12 10 (1.41%) iPad
13 9 (1.27%) Hedge funds
Operating Systems
1 44 (6.21%) Linux
1 44 (6.21%) Windows
2 37 (5.22%) Unix
3 14 (1.97%) Android
4 13 (1.83%) Apple iOS
5 1 (0.14%) CentOS
5 1 (0.14%) Kali Linux
5 1 (0.14%) Ubuntu
5 1 (0.14%) Windows Server
Processes & Methodologies
1 194 (27.36%) Data Analytics
2 187 (26.38%) Business Intelligence
3 177 (24.96%) Agile Software Development
4 121 (17.07%) Machine Learning
5 116 (16.36%) Data Science
6 108 (15.23%) ETL
7 100 (14.10%) Problem-Solving
8 98 (13.82%) Visualisation
9 90 (12.69%) Computer Science
9 90 (12.69%) DevOps
10 85 (11.99%) Data Modelling
11 81 (11.42%) Software Engineering
12 75 (10.58%) Data Management
13 61 (8.60%) Web Development
14 58 (8.18%) Fintech
15 55 (7.76%) Data Visualisation
16 51 (7.19%) Statistics
17 50 (7.05%) Artificial Intelligence
17 50 (7.05%) Decision-Making
18 47 (6.63%) Mathematics
Programming Languages
1 245 (34.56%) SQL
2 201 (28.35%) Python
3 121 (17.07%) JavaScript
4 97 (13.68%) Java
5 79 (11.14%) C#
6 72 (10.16%) R
7 58 (8.18%) C++
8 49 (6.91%) Scala
9 33 (4.65%) TypeScript
10 31 (4.37%) Data Analysis Expressions (DAX)
11 29 (4.09%) T-SQL
12 26 (3.67%) PL/SQL
13 19 (2.68%) PHP
14 16 (2.26%) VBA
15 12 (1.69%) PowerShell
16 11 (1.55%) C
17 9 (1.27%) Java 8
18 8 (1.13%) MATLAB
19 7 (0.99%) Perl
19 7 (0.99%) Shell Script
Qualifications
1 111 (15.66%) Degree
2 26 (3.67%) Computer Science Degree
3 25 (3.53%) Master's Degree
3 25 (3.53%) PhD
4 10 (1.41%) Cisco Certification
5 6 (0.85%) CCSP
5 6 (0.85%) Microsoft Certification
5 6 (0.85%) Numerate Degree
5 6 (0.85%) Security Cleared
6 5 (0.71%) CISSP
6 5 (0.71%) MCSE
6 5 (0.71%) Six Sigma Master Black Belt
6 5 (0.71%) Six Sigma Yellow Belt
7 4 (0.56%) (ISC)2 CCSP
7 4 (0.56%) AWS Certification
7 4 (0.56%) CISM
7 4 (0.56%) CRISC
8 3 (0.42%) CCNP
8 3 (0.42%) PMI Certification
8 3 (0.42%) PMP
Quality Assurance & Compliance
1 45 (6.35%) Data Quality
2 36 (5.08%) QA
3 4 (0.56%) MiFID
4 2 (0.28%) COBIT
4 2 (0.28%) GDPR
4 2 (0.28%) NIST
5 1 (0.14%) Actionable Recommendations
5 1 (0.14%) Basel III
5 1 (0.14%) EMIR
5 1 (0.14%) IFRS
5 1 (0.14%) IFRS 9
5 1 (0.14%) ISO/IEC 27001
5 1 (0.14%) P3O
5 1 (0.14%) PMO
5 1 (0.14%) Sarbanes-Oxley
5 1 (0.14%) SLA
5 1 (0.14%) Solvency II
System Software
1 48 (6.77%) Docker
2 4 (0.56%) Apache Flume
2 4 (0.56%) Apache ZooKeeper
3 3 (0.42%) HDFS
3 3 (0.42%) Virtual Machines
4 2 (0.28%) Active Directory
5 1 (0.14%) Virtual Servers
5 1 (0.14%) VirtualBox
5 1 (0.14%) VMware Infrastructure
Systems Management
1 36 (5.08%) Kubernetes
2 25 (3.53%) Terraform
3 15 (2.12%) Consul
4 13 (1.83%) Ansible
5 11 (1.55%) SCCM
6 8 (1.13%) Oozie
7 5 (0.71%) Kibana
8 2 (0.28%) Docker Swarm
8 2 (0.28%) Puppet
8 2 (0.28%) SCOM
9 1 (0.14%) Hadoop YARN
9 1 (0.14%) logstash
9 1 (0.14%) Nessus
9 1 (0.14%) Opscode Chef
9 1 (0.14%) Packer
Vendors
1 123 (17.35%) Google
2 91 (12.83%) Microsoft
3 52 (7.33%) Tableau
4 36 (5.08%) Oracle
5 24 (3.39%) Salesforce.com
6 19 (2.68%) IBM
7 18 (2.54%) Teradata
8 17 (2.40%) Adobe
8 17 (2.40%) Alteryx
9 14 (1.97%) Informatica
10 13 (1.83%) SAP
11 12 (1.69%) Databricks
12 11 (1.55%) Cognos
13 9 (1.27%) Cisco
13 9 (1.27%) RedGate
14 6 (0.85%) Cloudera
15 5 (0.71%) App Annie
15 5 (0.71%) F5
15 5 (0.71%) Samsung
16 4 (0.56%) Juniper