Period
to 15 November 2019

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 15 November 2019 with a comparison to the same period in the previous 2 years.

Analytics
England > East of England
6 months to
15 Nov 2019
Same period 2018 Same period 2017
Rank 53 59 98
Rank change year-on-year +6 +39 -27
Permanent jobs citing Analytics 323 460 389
As % of all permanent IT jobs advertised in the East of England 4.75% 4.49% 3.23%
As % of the Processes & Methodologies category 5.22% 4.96% 3.55%
Number of salaries quoted 219 333 308
East of England median annual salary £50,000 £50,000 £47,000
Median salary % change year-on-year - +6.38% -8.74%
10th Percentile £31,500 £30,000 £27,250
90th Percentile £81,250 £73,750 £70,000
England median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - -

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 6,189 9,275 10,948
As % of all permanent IT jobs advertised in the East of England 91.03% 90.59% 90.79%
Number of salaries quoted 4,328 6,961 8,906
East of England median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £27,500 £26,250 £27,000
90th Percentile £75,000 £72,500 £70,000
England median annual salary £52,500 £52,500 £50,000
% change year-on-year - +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 15 November 2019.

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 15 November 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
Hertfordshire +42 145 £50,000 - 16
Cambridgeshire -19 79 £50,000 +12.61% 30
Bedfordshire -6 62 £70,000 +16.67% 4
Suffolk +3 17 £33,000 -24.14% 8
Essex 0 14 £40,000 -19.19% 10
Norfolk 0 6 £50,178 +43.37% 1
Analytics
England

For the 6 months to 15 November 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 East of England region with a requirement for Analytics.

1 127 (39.32%) SQL
2 126 (39.01%) Microsoft
3 114 (35.29%) Agile Software Development
4 111 (34.37%) Azure
5 94 (29.10%) Business Intelligence
6 86 (26.63%) SQL Server
7 83 (25.70%) Analytical Skills
8 75 (23.22%) Data Warehouse
9 74 (22.91%) Data Modelling
10 69 (21.36%) Retail
11 65 (20.12%) Power BI
11 65 (20.12%) Power Platform
12 64 (19.81%) Data Analytics
13 59 (18.27%) Visualisation
13 59 (18.27%) JavaScript
14 53 (16.41%) ETL
14 53 (16.41%) AWS
14 53 (16.41%) Data Quality
14 53 (16.41%) User Experience
15 50 (15.48%) CSS
16 49 (15.17%) Scrum
16 49 (15.17%) Data Lake
17 48 (14.86%) Python
18 47 (14.55%) Big Data
19 46 (14.24%) SQL Server Integration Services
20 45 (13.93%) HTML
21 44 (13.62%) Translating Business Requirements
22 43 (13.31%) Degree
23 42 (13.00%) Mathematics
24 41 (12.69%) Computer Science

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 24 (7.43%) Apache Spark
2 19 (5.88%) SharePoint
3 18 (5.57%) Smallworld
4 7 (2.17%) Elasticsearch
5 6 (1.86%) Apache Solr
6 3 (0.93%) JBoss
7 1 (0.31%) Apache Pig
7 1 (0.31%) CMS
7 1 (0.31%) Oracle SOA Suite
7 1 (0.31%) SAS
7 1 (0.31%) SugarCRM
7 1 (0.31%) WordPress
Applications
1 20 (6.19%) Microsoft Excel
2 17 (5.26%) Spreadsheet
3 16 (4.95%) Microsoft Office
4 12 (3.72%) OmniGraffle
5 7 (2.17%) Microsoft PowerPoint
6 2 (0.62%) MS Visio
Business Applications
1 12 (3.72%) Dynamics CRM
2 5 (1.55%) Cognos Business Intelligence
3 4 (1.24%) NetSuite
4 2 (0.62%) Unit4 Business World
5 1 (0.31%) SAP ERP
5 1 (0.31%) SessionCam
5 1 (0.31%) Workday HCM
Cloud Services
1 111 (34.37%) Azure
2 65 (20.12%) Power Platform
3 53 (16.41%) AWS
4 25 (7.74%) Azure Data Factory
5 19 (5.88%) Google Analytics
6 18 (5.57%) Cloud Computing
6 18 (5.57%) PaaS
7 14 (4.33%) SaaS
8 13 (4.02%) Dynamics 365
9 9 (2.79%) GCP
9 9 (2.79%) Office 365
10 7 (2.17%) Amazon S3
11 6 (1.86%) Amazon EMR
11 6 (1.86%) Amazon Kinesis
11 6 (1.86%) Amazon SQS
11 6 (1.86%) AWS CloudFormation
11 6 (1.86%) Siri
12 5 (1.55%) Amazon CloudWatch
12 5 (1.55%) Microsoft Flow
12 5 (1.55%) PowerApps
Communications & Networking
1 15 (4.64%) TCP/IP
2 12 (3.72%) BGP
2 12 (3.72%) DAB
2 12 (3.72%) OSPF
3 11 (3.41%) DNS
3 11 (3.41%) VPN
3 11 (3.41%) Wireless
4 10 (3.10%) Wi-Fi
5 8 (2.48%) BIG-IP
5 8 (2.48%) EIGRP
5 8 (2.48%) GLBP
5 8 (2.48%) HSRP
5 8 (2.48%) HTTP
5 8 (2.48%) IPsec
5 8 (2.48%) SSL
6 5 (1.55%) LAN
6 5 (1.55%) WAN
7 4 (1.24%) 2G
7 4 (1.24%) DHCP
7 4 (1.24%) VRRP
Database & Business Intelligence
1 86 (26.63%) SQL Server
2 75 (23.22%) Data Warehouse
3 65 (20.12%) Power BI
4 49 (15.17%) Data Lake
5 47 (14.55%) Big Data
6 46 (14.24%) SQL Server Integration Services
7 41 (12.69%) Azure SQL Data Warehouse
8 40 (12.38%) PostgreSQL
9 20 (6.19%) GIS
10 19 (5.88%) Hadoop
11 18 (5.57%) NoSQL
12 17 (5.26%) PowerPivot
12 17 (5.26%) SQL Server Reporting Services
13 16 (4.95%) Apache Hive
14 14 (4.33%) Relational Database
15 12 (3.72%) MongoDB
15 12 (3.72%) MySQL
16 10 (3.10%) HBase
16 10 (3.10%) Impala
16 10 (3.10%) Sqoop
Development Applications
1 22 (6.81%) Git (software)
2 15 (4.64%) JIRA
3 13 (4.02%) Axure RP
4 12 (3.72%) Balsamiq
5 11 (3.41%) Jenkins
6 8 (2.48%) Bitbucket
7 7 (2.17%) Visual Studio Team System
8 5 (1.55%) Jasmine
8 5 (1.55%) Selenium
9 4 (1.24%) Visual Studio
9 4 (1.24%) Visual Website Optimizer
10 3 (0.93%) Sonatype Nexus
11 2 (0.62%) GitLab
12 1 (0.31%) Cucumber
12 1 (0.31%) JBehave
12 1 (0.31%) JUnit
12 1 (0.31%) Team Foundation Server
General
1 69 (21.36%) Retail
2 31 (9.60%) Finance
3 25 (7.74%) Marketing
4 19 (5.88%) Games
5 15 (4.64%) Pharmaceutical
6 10 (3.10%) Manufacturing
7 8 (2.48%) Banking
8 3 (0.93%) Legal
8 3 (0.93%) Telecoms
9 2 (0.62%) Advertising
9 2 (0.62%) Back Office
10 1 (0.31%) Aerospace
10 1 (0.31%) Billing
10 1 (0.31%) Electronics
10 1 (0.31%) French Language
10 1 (0.31%) German Language
10 1 (0.31%) Law
10 1 (0.31%) Public Sector
10 1 (0.31%) Publishing
10 1 (0.31%) Swedish Language
Job Titles
1 98 (30.34%) Developer
2 64 (19.81%) Analyst
3 40 (12.38%) Architect
4 30 (9.29%) C# Developer
5 28 (8.67%) Analyst Developer
6 26 (8.05%) Business Intelligence Developer
7 24 (7.43%) Front End Developer (Client-Side Developer)
7 24 (7.43%) SQL Developer
8 23 (7.12%) JavaScript Developer
9 21 (6.50%) Business Intelligence Analyst
9 21 (6.50%) Full Stack Developer
10 18 (5.57%) Fibre Planner
11 17 (5.26%) .NET Developer
12 16 (4.95%) C# .NET Developer
12 16 (4.95%) Product Owner
12 16 (4.95%) SQL Analyst
13 13 (4.02%) Designer
13 13 (4.02%) Hadoop Engineer
14 12 (3.72%) Digital Designer
14 12 (3.72%) UX Designer
Libraries, Frameworks & Software Standards
1 50 (15.48%) CSS
2 45 (13.93%) HTML
3 31 (9.60%) HTML5
4 30 (9.29%) Node.js
5 23 (7.12%) .NET
6 16 (4.95%) AngularJS
7 14 (4.33%) Web Services
8 12 (3.72%) .NET Core
8 12 (3.72%) RESTful
9 11 (3.41%) React
10 10 (3.10%) ASP.NET
11 7 (2.17%) Middleware
12 6 (1.86%) CSS3
12 6 (1.86%) D3.js
12 6 (1.86%) ggplot
12 6 (1.86%) jQuery
13 5 (1.55%) HTML5 Canvas
13 5 (1.55%) NgRx
13 5 (1.55%) RxJS
13 5 (1.55%) Sass
Miscellaneous
1 83 (25.70%) Analytical Skills
2 53 (16.41%) User Experience
3 23 (7.12%) Smartphone
4 18 (5.57%) Self-Motivation
5 17 (5.26%) Driving Licence
5 17 (5.26%) Mobile App
6 11 (3.41%) Management Information System
7 9 (2.79%) Algorithms
8 8 (2.48%) Enterprise Software
9 7 (2.17%) Data Structures
9 7 (2.17%) Virtual Team
10 6 (1.86%) iPad
10 6 (1.86%) iPhone
10 6 (1.86%) Life Science
11 5 (1.55%) Mobile Computing
12 4 (1.24%) Foreign Exchange (FX)
13 3 (0.93%) Greenfield Project
13 3 (0.93%) W3C
13 3 (0.93%) Web 2.0
14 2 (0.62%) Fibre Optics
Operating Systems
1 18 (5.57%) Unix
2 12 (3.72%) Linux
3 10 (3.10%) Windows
4 4 (1.24%) CentOS
5 3 (0.93%) Windows Server
6 1 (0.31%) Android
6 1 (0.31%) Embedded Linux
Processes & Methodologies
1 114 (35.29%) Agile Software Development
2 94 (29.10%) Business Intelligence
3 74 (22.91%) Data Modelling
4 64 (19.81%) Data Analytics
5 59 (18.27%) Visualisation
6 53 (16.41%) ETL
7 49 (15.17%) Scrum
8 44 (13.62%) Translating Business Requirements
9 42 (13.00%) Mathematics
10 41 (12.69%) Computer Science
10 41 (12.69%) Data Science
11 38 (11.76%) E-Commerce
11 38 (11.76%) Problem-Solving
12 37 (11.46%) Front End Development
13 36 (11.15%) Business Analytics
13 36 (11.15%) Data Analysis
14 35 (10.84%) Artificial Intelligence
15 29 (8.98%) API Development
16 28 (8.67%) DevOps
16 28 (8.67%) Stakeholder Management
Programming Languages
1 127 (39.32%) SQL
2 59 (18.27%) JavaScript
3 48 (14.86%) Python
4 37 (11.46%) C#
5 27 (8.36%) T-SQL
6 20 (6.19%) Data Analysis Expressions (DAX)
6 20 (6.19%) VBA
7 16 (4.95%) Scala
8 15 (4.64%) R
9 12 (3.72%) Java
10 11 (3.41%) Shell Script
11 9 (2.79%) PowerShell
12 6 (1.86%) C
13 5 (1.55%) Bash Shell
13 5 (1.55%) ES6
13 5 (1.55%) Go
13 5 (1.55%) PHP
14 2 (0.62%) VB
15 1 (0.31%) C++
15 1 (0.31%) F#
Qualifications
1 43 (13.31%) Degree
2 10 (3.10%) CCNA
2 10 (3.10%) Cisco Certification
2 10 (3.10%) PhD
3 7 (2.17%) TOGAF Certification
4 5 (1.55%) Computer Science Degree
4 5 (1.55%) Security Cleared
5 4 (1.24%) Microsoft Certification
6 3 (0.93%) SC Cleared
7 2 (0.62%) CCNP
7 2 (0.62%) CTC Cleared
8 1 (0.31%) AWS Certification
8 1 (0.31%) DV Cleared
8 1 (0.31%) ISEB
8 1 (0.31%) ISTQB
8 1 (0.31%) ISTQB Foundation Certification
8 1 (0.31%) Postgraduate
Quality Assurance & Compliance
1 53 (16.41%) Data Quality
2 8 (2.48%) PCI DSS
3 4 (1.24%) GDPR
3 4 (1.24%) ISO/IEC 27001
3 4 (1.24%) QA
4 3 (0.93%) WAI
5 2 (0.62%) SLA
6 1 (0.31%) Actionable Recommendations
System Software
1 15 (4.64%) Docker
2 10 (3.10%) Apache ZooKeeper
2 10 (3.10%) HDFS
3 8 (2.48%) Firmware
4 7 (2.17%) VMware Infrastructure
5 6 (1.86%) Active Directory
5 6 (1.86%) Hyper-V
6 4 (1.24%) vSphere
7 3 (0.93%) LXC
Systems Management
1 16 (4.95%) Oozie
2 11 (3.41%) Ansible
2 11 (3.41%) Terraform
3 10 (3.10%) Hadoop YARN
3 10 (3.10%) Kubernetes
4 5 (1.55%) Matomo
5 3 (0.93%) Opscode Chef
5 3 (0.93%) Puppet
6 1 (0.31%) Nagios
Vendors
1 126 (39.01%) Microsoft
2 33 (10.22%) Tableau
3 23 (7.12%) Google
4 22 (6.81%) Logi
4 22 (6.81%) Logi Analytics
5 14 (4.33%) Cisco
6 12 (3.72%) WorldPay
7 11 (3.41%) IBM
7 11 (3.41%) VMware
8 8 (2.48%) F5
8 8 (2.48%) Meraki
9 6 (1.86%) Apple
9 6 (1.86%) Cognos
9 6 (1.86%) Oracle
9 6 (1.86%) SAP
10 5 (1.55%) Dynatrace
10 5 (1.55%) Hotjar
10 5 (1.55%) JD Edwards
10 5 (1.55%) Optimizely
10 5 (1.55%) Teradata