Period
to 19 November 2017

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 November 2017 with a comparison to the same period in the previous 2 years.

Analytics
England > East of England
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 89 70 121
Rank change year-on-year -19 +51 +3
Permanent jobs citing Analytics 391 482 375
As % of all permanent IT jobs advertised in the East of England 3.28% 3.67% 2.44%
As % of the Processes & Methodologies category 3.73% 4.14% 2.80%
Number of salaries quoted 305 365 309
East of England median annual salary £47,000 £51,500 £45,000
Median salary % change year-on-year -8.74% +14.44% -
10th Percentile £27,250 £32,200 £26,250
90th Percentile £70,000 £77,500 £65,638
England median annual salary £55,000 £55,000 £51,459
% change year-on-year - +6.88% +2.92%

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 10493 11641 13379
As % of all permanent IT jobs advertised in the East of England 88.07% 88.52% 87.07%
Number of salaries quoted 8521 9596 10991
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +3.45%
10th Percentile £27,500 £26,750 £26,250
90th Percentile £70,000 £70,000 £67,500
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 19 November 2017.

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 November 2017. 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
Cambridgeshire -39 127 £52,500 - 10
Hertfordshire -21 116 £47,000 -6.00% 8
Bedfordshire +19 54 £45,000 -25.00% 4
Suffolk +23 43 £47,500 -10.59%
Essex +21 32 £35,000 -32.04%
Norfolk -1 19 £40,000 -10.11% 3
Analytics
England

For the 6 months to 19 November 2017, IT jobs citing Analytics also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the East of England region with a requirement for Analytics.

1 156 (39.90%) SQL
2 112 (28.64%) Analytical Skills
3 91 (23.27%) Finance
4 88 (22.51%) Business Intelligence
5 87 (22.25%) Agile Software Development
6 80 (20.46%) JavaScript
7 75 (19.18%) Retail
7 75 (19.18%) Marketing
7 75 (19.18%) Big Data
7 75 (19.18%) Data Analytics
8 74 (18.93%) Google
9 73 (18.67%) Degree
9 73 (18.67%) Mathematics
10 71 (18.16%) Tableau
11 69 (17.65%) E-Commerce
12 68 (17.39%) C#
13 67 (17.14%) Microsoft
14 66 (16.88%) Software Engineering
15 65 (16.62%) Statistics
16 61 (15.60%) SQL Server
17 57 (14.58%) Data Analysis
18 56 (14.32%) Google Analytics
19 55 (14.07%) Python
20 54 (13.81%) Test Automation
21 53 (13.55%) Java
22 52 (13.30%) .NET
22 52 (13.30%) Computer Science
23 48 (12.28%) Hadoop
23 48 (12.28%) HTML
24 45 (11.51%) Scrum

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 38 (9.72%) Apache Spark
2 34 (8.70%) SAS
3 10 (2.56%) CMS
4 7 (1.79%) Elasticsearch
5 5 (1.28%) IIS
6 3 (0.77%) JBoss
6 3 (0.77%) NServiceBus
6 3 (0.77%) Oracle SOA Suite
7 1 (0.26%) Adobe Experience Manager
7 1 (0.26%) Apache Pig
7 1 (0.26%) Apache Solr
7 1 (0.26%) Drupal
7 1 (0.26%) Joomla!
7 1 (0.26%) Jupyter
7 1 (0.26%) WordPress
Applications
1 34 (8.70%) Microsoft Excel
2 17 (4.35%) Microsoft Office
3 10 (2.56%) Photoshop
4 8 (2.05%) Microsoft PowerPoint
5 7 (1.79%) Spreadsheet
5 7 (1.79%) SPSS
6 3 (0.77%) Microsoft Project
6 3 (0.77%) MS Visio
Business Applications
1 10 (2.56%) Payment Gateway
2 5 (1.28%) Dynamics CRM
3 4 (1.02%) Magento
4 3 (0.77%) SessionCam
5 2 (0.51%) Adobe Campaign
5 2 (0.51%) Epicor Tropos
5 2 (0.51%) NetSuite
5 2 (0.51%) WebTrends
6 1 (0.26%) Remedy ITSM
Cloud Services
1 56 (14.32%) Google Analytics
2 35 (8.95%) Amazon AWS
3 31 (7.93%) Microsoft Azure
4 13 (3.32%) Google Cloud Platform
5 10 (2.56%) AdWords
5 10 (2.56%) Akamai
5 10 (2.56%) Amazon EMR
6 9 (2.30%) Adobe Analytics
7 8 (2.05%) SaaS
8 7 (1.79%) Amazon Kinesis
9 3 (0.77%) Amazon S3
9 3 (0.77%) Azure Machine Learning
9 3 (0.77%) PaaS
10 1 (0.26%) Cloud Computing
10 1 (0.26%) Google Play
10 1 (0.26%) IaaS
10 1 (0.26%) IBM Blueworks
10 1 (0.26%) Serverless
Communications & Networking
1 17 (4.35%) Network Security
2 14 (3.58%) Firewall
2 14 (3.58%) HTTP
3 13 (3.32%) BGP
3 13 (3.32%) DNS
3 13 (3.32%) MPLS
3 13 (3.32%) OSPF
4 12 (3.07%) Cisco ASA
4 12 (3.07%) IPsec
4 12 (3.07%) NetScaler
4 12 (3.07%) TCP/IP
4 12 (3.07%) VPN
5 7 (1.79%) Ethernet
6 3 (0.77%) FTP
6 3 (0.77%) Internet
6 3 (0.77%) POP3
6 3 (0.77%) SMTP
7 2 (0.51%) Bluetooth
7 2 (0.51%) HTTPS
7 2 (0.51%) RS-232
Database & Business Intelligence
1 75 (19.18%) Big Data
2 61 (15.60%) SQL Server
3 48 (12.28%) Hadoop
4 41 (10.49%) NoSQL
5 34 (8.70%) Data Warehouse
5 34 (8.70%) SQL Server Integration Services
6 33 (8.44%) SQL Server Reporting Services
7 25 (6.39%) QlikView
8 24 (6.14%) MySQL
9 22 (5.63%) Relational Database
10 21 (5.37%) Apache Hive
10 21 (5.37%) Power BI
11 19 (4.86%) Impala
12 16 (4.09%) GIS
12 16 (4.09%) Spotfire
13 15 (3.84%) Amazon Redshift
13 15 (3.84%) BusinessObjects
14 14 (3.58%) MongoDB
15 13 (3.32%) Data Mining
15 13 (3.32%) Oracle Database
Development Applications
1 30 (7.67%) NUnit
2 16 (4.09%) Git (software)
3 15 (3.84%) Team Foundation Server
4 13 (3.32%) Subversion
5 12 (3.07%) Visual Studio
6 10 (2.56%) Oracle APEX
7 4 (1.02%) JIRA
8 3 (0.77%) Dreamweaver
8 3 (0.77%) InstallShield
8 3 (0.77%) PhantomJS
8 3 (0.77%) Selenium
9 1 (0.26%) Eclipse
9 1 (0.26%) Talend Open Studio
9 1 (0.26%) Visual Studio Team System
9 1 (0.26%) webpack
General
1 91 (23.27%) Finance
2 75 (19.18%) Marketing
2 75 (19.18%) Retail
3 21 (5.37%) Pharmaceutical
4 12 (3.07%) Automotive
5 11 (2.81%) Publishing
6 9 (2.30%) Legal
7 8 (2.05%) Advertising
8 5 (1.28%) German Language
9 4 (1.02%) Manufacturing
10 3 (0.77%) Back Office
10 3 (0.77%) French Language
10 3 (0.77%) Games
11 2 (0.51%) Military
12 1 (0.26%) Billing
12 1 (0.26%) Brand Awareness
12 1 (0.26%) Dutch Language
12 1 (0.26%) Law
12 1 (0.26%) Telecoms
Job Titles
1 115 (29.41%) Developer
2 90 (23.02%) Analyst
3 36 (9.21%) Data Analyst
4 27 (6.91%) C# Developer
5 24 (6.14%) Software Developer
6 23 (5.88%) Data Manager
7 22 (5.63%) C# Software Developer
8 21 (5.37%) .NET Developer
9 20 (5.12%) Architect
10 18 (4.60%) Business Intelligence Developer
10 18 (4.60%) Software Engineer
10 18 (4.60%) SQL Analyst
11 17 (4.35%) Business Intelligence Analyst
11 17 (4.35%) Full Stack Developer
12 16 (4.09%) JavaScript Developer
13 15 (3.84%) Analytics Developer
13 15 (3.84%) Analytics Manager
13 15 (3.84%) Consultant
14 14 (3.58%) C# .NET Developer
14 14 (3.58%) Developer/Software Engineer
Libraries, Frameworks & Software Standards
1 52 (13.30%) .NET
2 48 (12.28%) HTML
3 37 (9.46%) Web Services
4 33 (8.44%) WPF
5 27 (6.91%) CSS
6 25 (6.39%) jQuery
7 23 (5.88%) AngularJS
7 23 (5.88%) ASP.NET
8 21 (5.37%) Node.js
8 21 (5.37%) React
9 20 (5.12%) RESTful
10 18 (4.60%) ASP.NET MVC
10 18 (4.60%) JSON
10 18 (4.60%) WinForms
11 17 (4.35%) WCF
12 15 (3.84%) XML
13 10 (2.56%) .NET Framework
13 10 (2.56%) Oracle GoldenGate
13 10 (2.56%) TensorFlow
14 8 (2.05%) scikit-learn
Miscellaneous
1 112 (28.64%) Analytical Skills
2 52 (13.30%) Computer Science
3 41 (10.49%) User Experience
4 38 (9.72%) Algorithms
5 25 (6.39%) Foreign Exchange (FX)
6 22 (5.63%) Management Information System
7 12 (3.07%) Data Centre
7 12 (3.07%) Social Media
8 8 (2.05%) Enterprise Software
8 8 (2.05%) Reinsurance
9 6 (1.53%) Cyberthreat
9 6 (1.53%) Greenfield Project
10 5 (1.28%) Augmented Reality
11 4 (1.02%) Photography
12 3 (0.77%) Clustering
12 3 (0.77%) EPoS
12 3 (0.77%) Fintech
12 3 (0.77%) PDA
12 3 (0.77%) Reference Data
12 3 (0.77%) Social Network
Operating Systems
1 29 (7.42%) Linux
2 15 (3.84%) Unix
3 11 (2.81%) Windows
4 5 (1.28%) Android
5 3 (0.77%) Apple iOS
6 2 (0.51%) VMS
Processes & Methodologies
1 88 (22.51%) Business Intelligence
2 87 (22.25%) Agile Software Development
3 75 (19.18%) Data Analytics
4 73 (18.67%) Mathematics
5 69 (17.65%) E-Commerce
6 66 (16.88%) Software Engineering
7 65 (16.62%) Statistics
8 57 (14.58%) Data Analysis
9 54 (13.81%) Test Automation
10 45 (11.51%) Scrum
10 45 (11.51%) Visualisation
11 41 (10.49%) Unit Testing
12 36 (9.21%) ETL
12 36 (9.21%) SEO
13 35 (8.95%) OO
14 33 (8.44%) Financial Modelling
14 33 (8.44%) Machine Learning
15 32 (8.18%) Data Modelling
16 31 (7.93%) Data Visualisation
17 30 (7.67%) Web Development
Programming Languages
1 156 (39.90%) SQL
2 80 (20.46%) JavaScript
3 68 (17.39%) C#
4 55 (14.07%) Python
5 53 (13.55%) Java
6 20 (5.12%) R
7 12 (3.07%) PL/SQL
8 11 (2.81%) MATLAB
9 10 (2.56%) Korn
9 10 (2.56%) Scala
10 9 (2.30%) Ruby
10 9 (2.30%) T-SQL
11 8 (2.05%) C
11 8 (2.05%) PowerShell
12 7 (1.79%) Perl
13 5 (1.28%) C++
13 5 (1.28%) VB.NET
14 4 (1.02%) SAS Macro
15 3 (0.77%) Delphi
15 3 (0.77%) Kotlin
Qualifications
1 73 (18.67%) Degree
2 18 (4.60%) PhD
3 14 (3.58%) CISSP
4 13 (3.32%) CEH
4 13 (3.32%) Numerate Degree
5 9 (2.30%) CISA
6 8 (2.05%) CISM
7 5 (1.28%) APMP
7 5 (1.28%) GCIH
7 5 (1.28%) GIAC
8 4 (1.02%) PRINCE2 Certification
8 4 (1.02%) SAS Certification
9 2 (0.51%) Computer Science Degree
9 2 (0.51%) ISEB
10 1 (0.26%) ACCA
10 1 (0.26%) CESG Certified Professional
10 1 (0.26%) ISO 27001 Lead Auditor
10 1 (0.26%) ISO 27001 Lead Implementer
10 1 (0.26%) SC Cleared
10 1 (0.26%) Security Cleared
Quality Assurance & Compliance
1 24 (6.14%) Data Quality
2 19 (4.86%) QA
3 10 (2.56%) SLA
4 5 (1.28%) GDPR
4 5 (1.28%) PMO
5 1 (0.26%) GPG13
5 1 (0.26%) HMG Security Policy Framework
5 1 (0.26%) ISO/IEC 20000
5 1 (0.26%) ISO/IEC 27001
System Software
1 11 (2.81%) Apache Flume
2 10 (2.56%) Active Directory
2 10 (2.56%) Oracle RAC
3 3 (0.77%) Docker
Systems Management
1 10 (2.56%) Data Guard
1 10 (2.56%) Oracle Enterprise Manager
1 10 (2.56%) Oracle RMAN
2 3 (0.77%) Puppet
3 1 (0.26%) Oozie
Vendors
1 74 (18.93%) Google
2 71 (18.16%) Tableau
3 67 (17.14%) Microsoft
4 34 (8.70%) Oracle
5 17 (4.35%) CheckPoint
5 17 (4.35%) Cisco
6 13 (3.32%) Adobe
6 13 (3.32%) Juniper
7 12 (3.07%) Citrix
7 12 (3.07%) Fortinet
7 12 (3.07%) Palo Alto
7 12 (3.07%) SAP
8 11 (2.81%) TOWER Software
9 10 (2.56%) Blue Coat
10 9 (2.30%) Rackspace
11 8 (2.05%) Cloudera
12 6 (1.53%) Facebook
12 6 (1.53%) TIBCO
13 5 (1.28%) Coremetrics
13 5 (1.28%) Splunk