Period
to 23 January 2018

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 23 January 2018 with a comparison to the same period in the previous 2 years.

Analytics
England > East of England
6 months to
23 Jan 2018
Same period 2017 Same period 2016
Rank 79 68 104
Rank change year-on-year -11 +36 +7
Permanent jobs citing Analytics 398 476 396
As % of all permanent IT jobs advertised in the East of England 3.31% 3.84% 2.70%
As % of the Processes & Methodologies category 3.76% 4.31% 3.08%
Number of salaries quoted 325 360 313
East of England median annual salary £50,000 £51,500 £50,000
Median salary % change year-on-year -2.91% +3.00% +11.11%
10th Percentile £27,500 £32,500 £27,500
90th Percentile £70,000 £70,125 £65,000
England median annual salary £55,000 £55,000 £53,000
% change year-on-year - +3.77% +6.00%

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 10,580 11,033 12,846
As % of all permanent IT jobs advertised in the East of England 87.99% 88.93% 87.44%
Number of salaries quoted 8,591 9,079 10,521
East of England median annual salary £48,000 £45,344 £45,000
Median salary % change year-on-year +5.86% +0.76% -
10th Percentile £28,500 £27,500 £26,250
90th Percentile £71,250 £70,000 £68,250
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

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 23 January 2018.

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 23 January 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
Hertfordshire +2 153 £47,500 - 15
Cambridgeshire -23 131 £52,500 - 29
Essex +6 43 £55,000 +6.80% 11
Bedfordshire +16 30 £65,000 +8.33% 2
Norfolk -14 21 £40,000 -10.11% 14
Suffolk +2 20 £37,500 -33.92% 6
Analytics
England

For the 6 months to 23 January 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 East of England region with a requirement for Analytics.

1 148 (37.19%) SQL
2 89 (22.36%) Agile Software Development
3 87 (21.86%) Marketing
4 82 (20.60%) Google
4 82 (20.60%) C#
5 81 (20.35%) Analytical Skills
6 77 (19.35%) Finance
6 77 (19.35%) Tableau
7 76 (19.10%) Business Intelligence
8 74 (18.59%) Microsoft
9 72 (18.09%) Data Analytics
10 70 (17.59%) JavaScript
10 70 (17.59%) E-Commerce
11 69 (17.34%) Hadoop
11 69 (17.34%) Big Data
12 63 (15.83%) Software Engineering
12 63 (15.83%) .NET
13 60 (15.08%) Google Analytics
14 59 (14.82%) Degree
15 57 (14.32%) Visualisation
16 56 (14.07%) SQL Server
17 55 (13.82%) Retail
18 54 (13.57%) HTML
18 54 (13.57%) Mathematics
19 51 (12.81%) User Experience
20 49 (12.31%) Scrum
21 48 (12.06%) Test Automation
22 47 (11.81%) Java
23 46 (11.56%) Data Warehouse
24 45 (11.31%) Python

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 34 (8.54%) Apache Spark
2 22 (5.53%) SAS
3 11 (2.76%) CMS
4 7 (1.76%) Apache
5 5 (1.26%) Apache Geronimo
5 5 (1.26%) Apache Pig
5 5 (1.26%) GlassFish
5 5 (1.26%) JBoss
5 5 (1.26%) Tomcat
5 5 (1.26%) WebSphere
6 3 (0.75%) Elasticsearch
7 2 (0.50%) IIS
7 2 (0.50%) Oracle SOA Suite
8 1 (0.25%) Adobe Experience Manager
8 1 (0.25%) Apache Solr
8 1 (0.25%) Jupyter
8 1 (0.25%) NServiceBus
8 1 (0.25%) SharePoint
8 1 (0.25%) WordPress
Applications
1 29 (7.29%) Microsoft Excel
2 13 (3.27%) Microsoft Office
3 9 (2.26%) Weka
4 8 (2.01%) Photoshop
5 6 (1.51%) Microsoft PowerPoint
6 5 (1.26%) MS Visio
6 5 (1.26%) SPSS
7 3 (0.75%) Microsoft Project
7 3 (0.75%) Spreadsheet
Business Applications
1 15 (3.77%) Dynamics CRM
2 8 (2.01%) Payment Gateway
3 5 (1.26%) Epicor Tropos
3 5 (1.26%) NetSuite
4 3 (0.75%) Infor M3
5 2 (0.50%) Adobe Campaign
5 2 (0.50%) BASE24
5 2 (0.50%) Magento
5 2 (0.50%) Postilion
5 2 (0.50%) WebTrends
6 1 (0.25%) Remedy ITSM
Cloud Services
1 60 (15.08%) Google Analytics
2 26 (6.53%) Microsoft Azure
3 18 (4.52%) Amazon AWS
4 12 (3.02%) Adobe Analytics
5 11 (2.76%) AdWords
6 10 (2.51%) Akamai
6 10 (2.51%) Google Cloud Platform
7 6 (1.51%) Amazon EMR
7 6 (1.51%) Amazon S3
8 5 (1.26%) Amazon Kinesis
8 5 (1.26%) SaaS
9 4 (1.01%) Office 365
10 3 (0.75%) Azure Machine Learning
10 3 (0.75%) PaaS
11 1 (0.25%) Cloud Computing
11 1 (0.25%) Google Play
11 1 (0.25%) Google Tag Manager
11 1 (0.25%) IaaS
11 1 (0.25%) Serverless
11 1 (0.25%) SurveyMonkey
Communications & Networking
1 19 (4.77%) Network Security
2 15 (3.77%) Firewall
3 14 (3.52%) HTTP
4 12 (3.02%) TCP/IP
5 11 (2.76%) BGP
5 11 (2.76%) DNS
5 11 (2.76%) MPLS
5 11 (2.76%) OSPF
6 10 (2.51%) Cisco ASA
6 10 (2.51%) IPsec
6 10 (2.51%) NetScaler
6 10 (2.51%) VPN
7 7 (1.76%) Ethernet
8 3 (0.75%) FTP
8 3 (0.75%) POP3
8 3 (0.75%) SMTP
9 2 (0.50%) Bluetooth
9 2 (0.50%) HTTPS
9 2 (0.50%) Intrusion Detection
9 2 (0.50%) Wireshark
Database & Business Intelligence
1 69 (17.34%) Big Data
1 69 (17.34%) Hadoop
2 56 (14.07%) SQL Server
3 46 (11.56%) Data Warehouse
4 39 (9.80%) NoSQL
5 36 (9.05%) Relational Database
6 29 (7.29%) SQL Server Integration Services
7 25 (6.28%) SQL Server Reporting Services
8 23 (5.78%) MySQL
9 20 (5.03%) MongoDB
10 19 (4.77%) QlikView
11 18 (4.52%) Sqoop
12 16 (4.02%) Apache Hive
12 16 (4.02%) Power BI
12 16 (4.02%) RDBMS
12 16 (4.02%) Spotfire
13 15 (3.77%) Oracle Database
14 14 (3.52%) Data Mining
14 14 (3.52%) HBase
15 11 (2.76%) GIS
Development Applications
1 34 (8.54%) NUnit
2 15 (3.77%) Git (software)
3 12 (3.02%) Visual Studio
4 11 (2.76%) Team Foundation Server
5 8 (2.01%) Oracle APEX
5 8 (2.01%) Subversion
6 3 (0.75%) Dreamweaver
6 3 (0.75%) InstallShield
7 2 (0.50%) Ant
7 2 (0.50%) Gradle
7 2 (0.50%) JIRA
7 2 (0.50%) Maven
8 1 (0.25%) Eclipse
8 1 (0.25%) PhantomJS
8 1 (0.25%) Selenium
8 1 (0.25%) Visual Studio Team System
8 1 (0.25%) webpack
General
1 87 (21.86%) Marketing
2 77 (19.35%) Finance
3 55 (13.82%) Retail
4 23 (5.78%) Automotive
5 18 (4.52%) Publishing
6 16 (4.02%) Pharmaceutical
7 10 (2.51%) Legal
8 9 (2.26%) Advertising
9 5 (1.26%) Manufacturing
10 3 (0.75%) Games
11 2 (0.50%) Back Office
11 2 (0.50%) Banking
11 2 (0.50%) Brand Awareness
11 2 (0.50%) French Language
11 2 (0.50%) Military
11 2 (0.50%) Telecoms
12 1 (0.25%) Billing
12 1 (0.25%) Dutch Language
12 1 (0.25%) German Language
12 1 (0.25%) Law
Job Titles
1 128 (32.16%) Developer
2 78 (19.60%) Analyst
3 28 (7.04%) C# Developer
4 26 (6.53%) .NET Developer
5 24 (6.03%) Software Developer
6 21 (5.28%) C# Software Developer
6 21 (5.28%) Data Analyst
7 19 (4.77%) Senior Developer
8 18 (4.52%) Analytics Developer
8 18 (4.52%) Software Engineer
9 17 (4.27%) Architect
10 15 (3.77%) Business Analyst
10 15 (3.77%) C# Software Engineer
10 15 (3.77%) CRM Developer
10 15 (3.77%) Developer/Software Engineer
11 14 (3.52%) .NET Software Developer
11 14 (3.52%) Business Intelligence Analyst
11 14 (3.52%) C# .NET Developer
11 14 (3.52%) Data Scientist
11 14 (3.52%) JavaScript Developer
Libraries, Frameworks & Software Standards
1 63 (15.83%) .NET
2 54 (13.57%) HTML
3 35 (8.79%) ASP.NET
3 35 (8.79%) CSS
4 33 (8.29%) WPF
5 24 (6.03%) ASP.NET MVC
5 24 (6.03%) Web Services
6 21 (5.28%) .NET Framework
6 21 (5.28%) jQuery
6 21 (5.28%) WinForms
7 17 (4.27%) AngularJS
8 16 (4.02%) Node.js
8 16 (4.02%) React
8 16 (4.02%) WCF
9 14 (3.52%) RESTful
10 11 (2.76%) REST
11 10 (2.51%) XML
12 9 (2.26%) Velocity
13 8 (2.01%) Google Maps API
13 8 (2.01%) SOAP
Miscellaneous
1 81 (20.35%) Analytical Skills
2 51 (12.81%) User Experience
3 45 (11.31%) Computer Science
4 34 (8.54%) Algorithms
5 25 (6.28%) Management Information System
6 11 (2.76%) Data Centre
7 10 (2.51%) Social Media
8 8 (2.01%) Reinsurance
9 6 (1.51%) Cyberthreat
9 6 (1.51%) Greenfield Project
10 5 (1.26%) Augmented Reality
11 4 (1.01%) Driving Licence
11 4 (1.01%) Mobile App
12 3 (0.75%) EPoS
12 3 (0.75%) NHS
12 3 (0.75%) Virtual Team
13 2 (0.50%) Client/Server
13 2 (0.50%) Cyber Kill Chain
13 2 (0.50%) Enterprise Software
13 2 (0.50%) Photography
Operating Systems
1 43 (10.80%) Linux
2 14 (3.52%) Windows
3 13 (3.27%) Unix
4 4 (1.01%) Android
4 4 (1.01%) Apple iOS
5 2 (0.50%) VMS
Processes & Methodologies
1 89 (22.36%) Agile Software Development
2 76 (19.10%) Business Intelligence
3 72 (18.09%) Data Analytics
4 70 (17.59%) E-Commerce
5 63 (15.83%) Software Engineering
6 57 (14.32%) Visualisation
7 54 (13.57%) Mathematics
8 49 (12.31%) Scrum
9 48 (12.06%) Test Automation
10 38 (9.55%) Statistics
11 36 (9.05%) Data Analysis
11 36 (9.05%) OO
12 35 (8.79%) CRM
12 35 (8.79%) MVC
12 35 (8.79%) SEO
12 35 (8.79%) Unit Testing
12 35 (8.79%) Web Development
13 33 (8.29%) Data Visualisation
13 33 (8.29%) Financial Modelling
14 29 (7.29%) SDLC
Programming Languages
1 148 (37.19%) SQL
2 82 (20.60%) C#
3 70 (17.59%) JavaScript
4 47 (11.81%) Java
5 45 (11.31%) Python
6 18 (4.52%) R
7 16 (4.02%) PL/SQL
8 14 (3.52%) T-SQL
9 13 (3.27%) Scala
10 9 (2.26%) Ruby
11 8 (2.01%) C
11 8 (2.01%) C++
11 8 (2.01%) Korn
11 8 (2.01%) PowerShell
12 7 (1.76%) Perl
13 4 (1.01%) MATLAB
13 4 (1.01%) SAS Macro
14 3 (0.75%) Delphi
14 3 (0.75%) VB.NET
15 2 (0.50%) Kotlin
Qualifications
1 59 (14.82%) Degree
2 21 (5.28%) PhD
3 16 (4.02%) CISSP
4 14 (3.52%) CEH
5 8 (2.01%) CISA
5 8 (2.01%) CISM
6 6 (1.51%) GCIH
6 6 (1.51%) GIAC
6 6 (1.51%) Numerate Degree
7 4 (1.01%) APMP
7 4 (1.01%) Master's Degree
7 4 (1.01%) SAS Certification
8 3 (0.75%) ISEB
8 3 (0.75%) Microsoft Certification
8 3 (0.75%) PRINCE2 Certification
9 2 (0.50%) CCIE
9 2 (0.50%) CCNP
9 2 (0.50%) CCSP
9 2 (0.50%) Cisco Certification
9 2 (0.50%) RHCE
Quality Assurance & Compliance
1 14 (3.52%) QA
2 8 (2.01%) SLA
3 4 (1.01%) Data Quality
4 3 (0.75%) PMO
5 2 (0.50%) GDPR
6 1 (0.25%) GPG13
6 1 (0.25%) HMG Security Policy Framework
6 1 (0.25%) ISO/IEC 20000
6 1 (0.25%) ISO/IEC 27001
System Software
1 12 (3.02%) Active Directory
2 11 (2.76%) HDFS
3 8 (2.01%) Oracle RAC
4 6 (1.51%) Apache Flume
5 2 (0.50%) Docker
6 1 (0.25%) Snort
Systems Management
1 8 (2.01%) Data Guard
1 8 (2.01%) Oracle Enterprise Manager
1 8 (2.01%) Oracle RMAN
2 6 (1.51%) Oozie
3 2 (0.50%) RSA Security Analytics
4 1 (0.25%) Norton AntiVirus
4 1 (0.25%) SCCM
4 1 (0.25%) Symantec Endpoint Protection
4 1 (0.25%) Terraform
Vendors
1 82 (20.60%) Google
2 77 (19.35%) Tableau
3 74 (18.59%) Microsoft
4 37 (9.30%) Oracle
5 21 (5.28%) Adobe
6 17 (4.27%) Cisco
7 15 (3.77%) Alteryx
8 14 (3.52%) SAP
9 13 (3.27%) CheckPoint
10 11 (2.76%) Juniper
11 10 (2.51%) Blue Coat
11 10 (2.51%) Citrix
11 10 (2.51%) Fortinet
11 10 (2.51%) Palo Alto
11 10 (2.51%) TIBCO
12 9 (2.26%) Teradata
12 9 (2.26%) TOWER Software
13 8 (2.01%) Rackspace
14 6 (1.51%) Facebook
14 6 (1.51%) IFS