Period
to 19 January 2020

The following table provides summary statistics for permanent job vacancies advertised in the East of England 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 19 January 2020 with a comparison to the same period in the previous 2 years.

Analytics
England > East of England
6 months to
19 Jan 2020
Same period 2019 Same period 2018
Rank 50 52 88
Rank change year-on-year +2 +36 -17
Permanent jobs citing Analytics 297 446 394
As % of all permanent IT jobs advertised in the East of England 4.88% 4.74% 3.32%
As % of the Processes & Methodologies category 5.35% 5.24% 3.63%
Number of salaries quoted 198 310 322
East of England median annual salary £52,500 £51,000 £50,000
Median salary % change year-on-year +2.94% +2.00% -2.91%
10th Percentile £31,500 £30,000 £27,500
90th Percentile £83,250 £77,500 £70,675
England median annual salary £62,000 £57,500 £55,000
% change year-on-year +7.83% +4.55% -

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 East of England with a requirement for process or methodology skills.

All Process and Methodology Skills
East of England
Permanent vacancies with a requirement for process or methodology skills 5,554 8,515 10,840
As % of all permanent IT jobs advertised in the East of England 91.30% 90.51% 91.25%
Number of salaries quoted 3,800 6,341 8,815
East of England median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £27,750 £26,250 £27,500
90th Percentile £76,250 £72,500 £70,000
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

Analytics
Job Vacancy Trend in the East of England

Job postings citing Analytics as a percentage of all IT jobs advertised in the East of England.

Job vacancy trend for Analytics in the East of England

Analytics
Salary Trend in the East of England

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

Salary trend for Analytics in the East of England

Analytics
Salary Histogram in the East of England

The salary distribution of IT jobs citing Analytics in the East of England over the 6 months to 19 January 2020.

Salary histogram for Analytics in the East of England

Analytics
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytics within the East of England region over the 6 months to 19 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
Hertfordshire +41 129 £55,000 +10.00% 19
Cambridgeshire -28 70 £37,500 -21.05% 29
Bedfordshire +3 61 £60,000 - 13
Essex -18 17 £37,500 -34.78% 12
Suffolk -11 15 £33,000 -26.67% 9
Norfolk -3 5 £50,178 -16.37% 2
Analytics
England

For the 6 months to 19 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 East of England region with a requirement for Analytics.

1 132 (44.44%) SQL
2 101 (34.01%) Microsoft
3 100 (33.67%) Agile Software Development
4 84 (28.28%) Azure
5 82 (27.61%) Business Intelligence
6 80 (26.94%) SQL Server
7 75 (25.25%) Analytical Skills
8 67 (22.56%) Data Warehouse
9 64 (21.55%) Data Analytics
10 60 (20.20%) Data Modelling
11 50 (16.84%) AWS
12 49 (16.50%) Visualisation
13 47 (15.82%) Python
13 47 (15.82%) Power BI
13 47 (15.82%) Power Platform
14 46 (15.49%) Artificial Intelligence
15 45 (15.15%) JavaScript
15 45 (15.15%) Degree
15 45 (15.15%) Data Science
16 43 (14.48%) User Experience
16 43 (14.48%) Data Analysis
16 43 (14.48%) Retail
17 42 (14.14%) CSS
18 41 (13.80%) Machine Learning
19 40 (13.47%) E-Commerce
20 39 (13.13%) ETL
20 39 (13.13%) Big Data
20 39 (13.13%) Mathematics
20 39 (13.13%) Data Lake
21 38 (12.79%) C#

Analytics
Co-occurring IT Skills in the East of England 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 18 (6.06%) Apache Spark
2 16 (5.39%) Smallworld
3 15 (5.05%) SharePoint
4 6 (2.02%) Apache Solr
5 5 (1.68%) OpenStack
6 3 (1.01%) JBoss
7 2 (0.67%) Elasticsearch
7 2 (0.67%) MS Exchange
8 1 (0.34%) Oracle SOA Suite
8 1 (0.34%) SAS
8 1 (0.34%) SugarCRM
8 1 (0.34%) WordPress
Applications
1 24 (8.08%) Microsoft Excel
2 12 (4.04%) Microsoft Office
3 8 (2.69%) Spreadsheet
4 7 (2.36%) Microsoft PowerPoint
5 6 (2.02%) MS Visio
6 5 (1.68%) OmniGraffle
7 2 (0.67%) InVision
Business Applications
1 9 (3.03%) Dynamics CRM
2 5 (1.68%) Cognos Business Intelligence
3 2 (0.67%) Unit4 Business World
4 1 (0.34%) NetSuite
4 1 (0.34%) SessionCam
4 1 (0.34%) Workday HCM
Cloud Services
1 84 (28.28%) Azure
2 50 (16.84%) AWS
3 47 (15.82%) Power Platform
4 19 (6.40%) Google Analytics
5 18 (6.06%) PaaS
6 15 (5.05%) Cloud Computing
6 15 (5.05%) Office 365
7 11 (3.70%) Azure Data Factory
8 9 (3.03%) GCP
8 9 (3.03%) SaaS
9 8 (2.69%) Dynamics 365
10 6 (2.02%) Amazon EMR
10 6 (2.02%) Amazon S3
10 6 (2.02%) Amazon SQS
10 6 (2.02%) Siri
11 5 (1.68%) Serverless
11 5 (1.68%) Trello
12 3 (1.01%) Microsoft Flow
12 3 (1.01%) PowerApps
13 2 (0.67%) Amazon SageMaker
Communications & Networking
1 9 (3.03%) Firewall
1 9 (3.03%) Wi-Fi
2 7 (2.36%) DNS
3 6 (2.02%) TCP/IP
4 5 (1.68%) DAB
4 5 (1.68%) Wireless
5 4 (1.35%) 2.5G
5 4 (1.35%) 2G
5 4 (1.35%) 3G
5 4 (1.35%) 4G
5 4 (1.35%) 5G
5 4 (1.35%) GPON
6 3 (1.01%) BGP
6 3 (1.01%) DHCP
6 3 (1.01%) OSPF
6 3 (1.01%) VPN
7 2 (0.67%) Broadband
7 2 (0.67%) HTTP
7 2 (0.67%) LAN
7 2 (0.67%) SSL
Database & Business Intelligence
1 80 (26.94%) SQL Server
2 67 (22.56%) Data Warehouse
3 47 (15.82%) Power BI
4 39 (13.13%) Big Data
4 39 (13.13%) Data Lake
5 37 (12.46%) PostgreSQL
6 25 (8.42%) SQL Server Integration Services
7 21 (7.07%) GIS
8 19 (6.40%) Azure SQL Data Warehouse
9 18 (6.06%) MySQL
10 15 (5.05%) NoSQL
11 14 (4.71%) Hadoop
12 13 (4.38%) Amazon Redshift
13 12 (4.04%) Relational Database
13 12 (4.04%) SQL Server Reporting Services
14 10 (3.37%) Apache Hive
15 9 (3.03%) MongoDB
16 8 (2.69%) MS Access
16 8 (2.69%) PowerPivot
17 6 (2.02%) Star Schema
Development Applications
1 21 (7.07%) Git (software)
2 15 (5.05%) JIRA
3 7 (2.36%) Axure RP
3 7 (2.36%) Jenkins
4 5 (1.68%) Balsamiq
4 5 (1.68%) GitLab
4 5 (1.68%) Jasmine
4 5 (1.68%) Maven
4 5 (1.68%) Visual Studio Team System
4 5 (1.68%) YouTrack
5 3 (1.01%) Selenium
5 3 (1.01%) Sonatype Nexus
5 3 (1.01%) Visual Studio
6 2 (0.67%) Bitbucket
6 2 (0.67%) Visual Website Optimizer
7 1 (0.34%) Team Foundation Server
General
1 43 (14.48%) Retail
2 35 (11.78%) Finance
3 18 (6.06%) Pharmaceutical
4 15 (5.05%) Marketing
5 10 (3.37%) Games
6 9 (3.03%) Banking
7 6 (2.02%) Advertising
7 6 (2.02%) Financial Institution
7 6 (2.02%) Manufacturing
8 5 (1.68%) Legal
9 4 (1.35%) Telecoms
10 2 (0.67%) Back Office
11 1 (0.34%) Aerospace
11 1 (0.34%) Billing
11 1 (0.34%) French Language
11 1 (0.34%) German Language
11 1 (0.34%) Law
11 1 (0.34%) Public Sector
11 1 (0.34%) Publishing
11 1 (0.34%) Swedish Language
Job Titles
1 91 (30.64%) Developer
2 70 (23.57%) Analyst
3 49 (16.50%) Architect
4 33 (11.11%) SQL Developer
5 30 (10.10%) C# Developer
6 27 (9.09%) Business Intelligence Analyst
7 25 (8.42%) SQL Analyst
8 24 (8.08%) Analyst Developer
9 21 (7.07%) Business Intelligence Developer
9 21 (7.07%) JavaScript Developer
10 20 (6.73%) Fibre Planner
11 18 (6.06%) Full Stack Developer
12 17 (5.72%) Business Analyst
12 17 (5.72%) Front End Developer (Client-Side Developer)
13 16 (5.39%) .NET Developer
13 16 (5.39%) Data Architect
13 16 (5.39%) Senior Analyst
14 15 (5.05%) Software Architect
15 14 (4.71%) C# .NET Developer
16 13 (4.38%) ASP.NET Developer
Libraries, Frameworks & Software Standards
1 42 (14.14%) CSS
2 38 (12.79%) HTML
3 31 (10.44%) .NET
4 21 (7.07%) HTML5
5 19 (6.40%) Node.js
6 17 (5.72%) ASP.NET
7 10 (3.37%) AngularJS
8 8 (2.69%) RESTful
8 8 (2.69%) Web Services
9 6 (2.02%) D3.js
9 6 (2.02%) ggplot
9 6 (2.02%) Middleware
10 5 (1.68%) .NET Core
10 5 (1.68%) NgRx
10 5 (1.68%) React
10 5 (1.68%) RxJS
10 5 (1.68%) Sass
10 5 (1.68%) TensorFlow
11 4 (1.35%) ASP.NET MVC
11 4 (1.35%) Kafka
Miscellaneous
1 75 (25.25%) Analytical Skills
2 43 (14.48%) User Experience
3 17 (5.72%) Algorithms
3 17 (5.72%) Driving Licence
4 16 (5.39%) Self-Motivation
5 12 (4.04%) Mobile App
5 12 (4.04%) Smartphone
6 11 (3.70%) Management Information System
7 10 (3.37%) Data Structures
7 10 (3.37%) Enterprise Software
8 7 (2.36%) Virtual Team
9 6 (2.02%) iPad
9 6 (2.02%) iPhone
10 5 (1.68%) Security Operations Centre
11 4 (1.35%) Fibre Optics
12 3 (1.01%) Analytical Mindset
12 3 (1.01%) Greenfield Project
12 3 (1.01%) Mobile Computing
13 2 (0.67%) Clustering
13 2 (0.67%) Replication
Operating Systems
1 22 (7.41%) Linux
2 16 (5.39%) Unix
3 12 (4.04%) Windows
4 4 (1.35%) CentOS
4 4 (1.35%) Windows Server
5 3 (1.01%) Windows 7
6 2 (0.67%) Windows 10
6 2 (0.67%) Windows 8
6 2 (0.67%) Windows Server 2008
7 1 (0.34%) Android
7 1 (0.34%) Embedded Linux
Processes & Methodologies
1 100 (33.67%) Agile Software Development
2 82 (27.61%) Business Intelligence
3 64 (21.55%) Data Analytics
4 60 (20.20%) Data Modelling
5 49 (16.50%) Visualisation
6 46 (15.49%) Artificial Intelligence
7 45 (15.15%) Data Science
8 43 (14.48%) Data Analysis
9 41 (13.80%) Machine Learning
10 40 (13.47%) E-Commerce
11 39 (13.13%) ETL
11 39 (13.13%) Mathematics
12 37 (12.46%) Translating Business Requirements
13 36 (12.12%) Computer Science
13 36 (12.12%) Problem-Solving
14 33 (11.11%) Scrum
14 33 (11.11%) SDLC
15 31 (10.44%) API Development
16 28 (9.43%) Front End Development
17 26 (8.75%) TOGAF
Programming Languages
1 132 (44.44%) SQL
2 47 (15.82%) Python
3 45 (15.15%) JavaScript
4 38 (12.79%) C#
5 19 (6.40%) R
6 18 (6.06%) VBA
7 13 (4.38%) T-SQL
8 12 (4.04%) VB
9 11 (3.70%) Data Analysis Expressions (DAX)
9 11 (3.70%) PHP
9 11 (3.70%) PowerShell
9 11 (3.70%) Scala
10 10 (3.37%) Bash Shell
11 7 (2.36%) Java
11 7 (2.36%) Shell Script
12 5 (1.68%) C
12 5 (1.68%) ES6
13 4 (1.35%) C++
13 4 (1.35%) MATLAB
14 3 (1.01%) Go
Qualifications
1 45 (15.15%) Degree
2 20 (6.73%) PhD
3 7 (2.36%) Computer Science Degree
4 5 (1.68%) CISSP
4 5 (1.68%) GCIA
4 5 (1.68%) GCIH
5 4 (1.35%) Microsoft Certification
6 3 (1.01%) CCNA
6 3 (1.01%) Cisco Certification
6 3 (1.01%) TOGAF Certification
7 1 (0.34%) AWS Certification
7 1 (0.34%) CCNP
7 1 (0.34%) CTC Cleared
7 1 (0.34%) Postgraduate
7 1 (0.34%) Security Cleared
Quality Assurance & Compliance
1 34 (11.45%) Data Quality
2 6 (2.02%) QA
3 5 (1.68%) GDPR
4 4 (1.35%) ISO/IEC 27001
4 4 (1.35%) SLA
5 3 (1.01%) CDISC
5 3 (1.01%) HL7
6 2 (0.67%) PCI DSS
7 1 (0.34%) WAI
System Software
1 8 (2.69%) Docker
2 7 (2.36%) VMware Infrastructure
3 6 (2.02%) Hyper-V
4 5 (1.68%) Active Directory
4 5 (1.68%) Apache ZooKeeper
4 5 (1.68%) Firmware
4 5 (1.68%) HDFS
5 4 (1.35%) vSphere
6 3 (1.01%) LXC
7 2 (0.67%) Microsoft Virtual Server
7 2 (0.67%) Virtual Servers
7 2 (0.67%) VMware Server
8 1 (0.34%) Apache Flume
8 1 (0.34%) Microsoft App-V
Systems Management
1 11 (3.70%) Oozie
2 8 (2.69%) Kubernetes
3 5 (1.68%) Ansible
3 5 (1.68%) Hadoop YARN
3 5 (1.68%) Matomo
3 5 (1.68%) Terraform
4 3 (1.01%) Opscode Chef
4 3 (1.01%) Puppet
5 1 (0.34%) SCCM
Vendors
1 101 (34.01%) Microsoft
2 28 (9.43%) Tableau
3 23 (7.74%) Google
4 18 (6.06%) IBM
5 17 (5.72%) Logi
5 17 (5.72%) Logi Analytics
6 12 (4.04%) Oracle
7 11 (3.70%) VMware
8 10 (3.37%) Cisco
9 9 (3.03%) Talend
10 8 (2.69%) Informatica
11 6 (2.02%) Apple
12 5 (1.68%) Adobe
12 5 (1.68%) Cognos
12 5 (1.68%) Hotjar
12 5 (1.68%) Optimizely
12 5 (1.68%) SAP
12 5 (1.68%) Teradata
12 5 (1.68%) WorldPay
13 4 (1.35%) Red Hat