Period
to 21 October 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 21 October 2018 with a comparison to the same period in the previous 2 years.

Analytics
England > East of England
6 months to
21 Oct 2018
Same period 2017 Same period 2016
Rank 57 107 72
Rank change year-on-year +50 -35 +44
Permanent jobs citing Analytics 485 365 473
As % of all permanent IT jobs advertised in the East of England 4.61% 3.16% 3.59%
As % of the Processes & Methodologies category 5.15% 3.51% 3.99%
Number of salaries quoted 331 291 370
East of England median annual salary £50,000 £47,000 £51,375
Median salary % change year-on-year +6.38% -8.52% +14.17%
10th Percentile £30,000 £27,250 £30,000
90th Percentile £73,750 £70,750 £70,000
England median annual salary £55,000 £55,000 £55,000

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 9,409 10,397 11,863
As % of all permanent IT jobs advertised in the East of England 89.52% 89.93% 89.99%
Number of salaries quoted 7,040 8,491 9,806
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £27,000 £27,000 £26,250
90th Percentile £72,500 £68,750 £69,000
England median annual salary £52,225 £50,000 £50,000
% change year-on-year +4.45% - +5.26%

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 21 October 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 21 October 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
Cambridgeshire +49 192 £44,400 -15.43% 30
Hertfordshire +44 148 £50,000 +6.38% 19
Bedfordshire +10 82 £60,000 +37.93% 10
Essex +16 27 £44,000 +25.71% 9
Suffolk -7 26 £43,500 -13.00% 3
Norfolk +6 10 £35,000 -9.68% 5
Analytics
England

For the 6 months to 21 October 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.

1 196 (40.41%) Agile Software Development
2 178 (36.70%) SQL
3 151 (31.13%) Microsoft
4 142 (29.28%) Analytical Skills
5 141 (29.07%) Microsoft Azure
6 123 (25.36%) Big Data
7 113 (23.30%) Amazon AWS
8 106 (21.86%) SQL Server
9 105 (21.65%) Retail
10 99 (20.41%) Business Intelligence
11 87 (17.94%) Problem-Solving
12 84 (17.32%) Java
13 83 (17.11%) Data Warehouse
14 82 (16.91%) .NET
15 81 (16.70%) Mentoring
16 77 (15.88%) Google
16 77 (15.88%) Marketing
17 76 (15.67%) Risk Management
18 75 (15.46%) SQL Server Reporting Services
19 74 (15.26%) Power BI
20 73 (15.05%) Linux
21 72 (14.85%) Data Analytics
22 70 (14.43%) Hadoop
23 69 (14.23%) ETL
23 69 (14.23%) JavaScript
24 68 (14.02%) CRM
24 68 (14.02%) Degree
25 66 (13.61%) Python
26 61 (12.58%) Project Management
27 60 (12.37%) T-SQL

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 56 (11.55%) Apache Spark
2 18 (3.71%) Confluence
3 15 (3.09%) CMS
4 12 (2.47%) SAS
5 11 (2.27%) Apache
5 11 (2.27%) BizTalk Server
6 9 (1.86%) Apache Pig
6 9 (1.86%) NServiceBus
6 9 (1.86%) Oracle SOA Suite
6 9 (1.86%) Traefik
7 8 (1.65%) SharePoint
8 7 (1.44%) Apache Solr
8 7 (1.44%) Umbraco
9 5 (1.03%) Elasticsearch
10 4 (0.82%) Apache Geronimo
10 4 (0.82%) GlassFish
10 4 (0.82%) JBoss
10 4 (0.82%) Tomcat
10 4 (0.82%) WebSphere
11 2 (0.41%) WordPress
Applications
1 44 (9.07%) Microsoft Excel
2 20 (4.12%) Photoshop
3 10 (2.06%) Microsoft Office
4 8 (1.65%) Adobe Creative Suite
4 8 (1.65%) Adobe Illustrator
5 5 (1.03%) Microsoft PowerPoint
6 4 (0.82%) OmniGraffle
6 4 (0.82%) Weka
7 3 (0.62%) Microsoft Project
7 3 (0.62%) Spreadsheet
8 2 (0.41%) SPSS
Business Applications
1 21 (4.33%) Cognos Business Intelligence
2 19 (3.92%) Cognos TM1
3 4 (0.82%) Dynamics CRM
4 3 (0.62%) Dynamics AX
4 3 (0.62%) NetSuite
5 2 (0.41%) Dynamics NAV
6 1 (0.21%) Adobe Campaign
6 1 (0.21%) Epicor Tropos
6 1 (0.21%) Infor LN
6 1 (0.21%) Magento
6 1 (0.21%) SAP CRM
Cloud Services
1 141 (29.07%) Microsoft Azure
2 113 (23.30%) Amazon AWS
3 59 (12.16%) Google Analytics
4 40 (8.25%) Azure Data Factory
4 40 (8.25%) SaaS
5 22 (4.54%) Google Cloud Platform
6 16 (3.30%) Office 365
7 10 (2.06%) Amazon EMR
7 10 (2.06%) Google Tag Manager
8 9 (1.86%) Amazon Kinesis
9 8 (1.65%) Adobe Analytics
10 7 (1.44%) Amazon S3
10 7 (1.44%) Google App Engine
11 6 (1.24%) Data Lake Analytics
12 5 (1.03%) AdWords
13 4 (0.82%) Serverless
14 2 (0.41%) Cloud Computing
14 2 (0.41%) IaaS
14 2 (0.41%) PaaS
14 2 (0.41%) SurveyMonkey
Communications & Networking
1 57 (11.75%) Firewall
2 49 (10.10%) Wireshark
3 27 (5.57%) Intrusion Detection
4 10 (2.06%) TCP/IP
5 8 (1.65%) DNS
6 7 (1.44%) Kerberos
6 7 (1.44%) SSL
7 5 (1.03%) Wireless
8 4 (0.82%) DAB
8 4 (0.82%) Internet
8 4 (0.82%) SMS
8 4 (0.82%) VPN
9 3 (0.62%) VoIP
10 2 (0.41%) 4G
10 2 (0.41%) 5G
10 2 (0.41%) 802.11
10 2 (0.41%) LTE
10 2 (0.41%) Network Security
10 2 (0.41%) Wi-Fi
11 1 (0.21%) Cisco Firepower
Database & Business Intelligence
1 123 (25.36%) Big Data
2 106 (21.86%) SQL Server
3 83 (17.11%) Data Warehouse
4 75 (15.46%) SQL Server Reporting Services
5 74 (15.26%) Power BI
6 70 (14.43%) Hadoop
7 55 (11.34%) SQL Server Integration Services
8 52 (10.72%) SQL Server Analysis Services
9 30 (6.19%) Apache Hive
9 30 (6.19%) Relational Database
10 29 (5.98%) NoSQL
10 29 (5.98%) Sqoop
11 19 (3.92%) MySQL
12 17 (3.51%) Data Lake
12 17 (3.51%) HBase
12 17 (3.51%) RDBMS
13 16 (3.30%) Azure SQL Database
13 16 (3.30%) MongoDB
14 15 (3.09%) Microsoft Power View
14 15 (3.09%) PowerPivot
Development Applications
1 57 (11.75%) JIRA
2 23 (4.74%) Git (software)
3 14 (2.89%) Visual Studio
4 12 (2.47%) NUnit
5 9 (1.86%) Octopus Deploy
6 8 (1.65%) Subversion
7 5 (1.03%) Ant
7 5 (1.03%) GitLab
8 4 (0.82%) Axure RP
8 4 (0.82%) Balsamiq Mockups
8 4 (0.82%) Gradle
8 4 (0.82%) Jenkins
8 4 (0.82%) Maven
9 3 (0.62%) Oracle APEX
9 3 (0.62%) Selenium
10 2 (0.41%) Eclipse
10 2 (0.41%) Grunt
10 2 (0.41%) JUnit
10 2 (0.41%) Team Foundation Server
11 1 (0.21%) Bitbucket
General
1 105 (21.65%) Retail
2 77 (15.88%) Marketing
3 55 (11.34%) Finance
4 9 (1.86%) Games
5 8 (1.65%) Advertising
5 8 (1.65%) Pharmaceutical
6 7 (1.44%) Automotive
6 7 (1.44%) Publishing
7 6 (1.24%) Legal
8 4 (0.82%) Manufacturing
9 3 (0.62%) Local Government
10 2 (0.41%) Brand Awareness
10 2 (0.41%) Humanities
10 2 (0.41%) Law
11 1 (0.21%) Banking
11 1 (0.21%) Corporate Banking
11 1 (0.21%) Electronics
11 1 (0.21%) Financial Institution
11 1 (0.21%) General Ledger
Job Titles
1 123 (25.36%) Developer
2 102 (21.03%) Analyst
3 50 (10.31%) Business Intelligence Developer
4 30 (6.19%) Architect
4 30 (6.19%) Consultant
5 28 (5.77%) AWS DevOps
5 28 (5.77%) Big Data Manager
5 28 (5.77%) DevOps Manager
6 27 (5.57%) Release Manager
7 23 (4.74%) SIEM Analyst
8 22 (4.54%) SOC Analyst
8 22 (4.54%) Technical Consultant
9 21 (4.33%) Software Engineer
10 20 (4.12%) Analytics Manager
10 20 (4.12%) Data Analyst
10 20 (4.12%) Graduate
10 20 (4.12%) Senior Developer
11 19 (3.92%) Data Analytics Manager
11 19 (3.92%) Microsoft Developer
11 19 (3.92%) Project Manager
Libraries, Frameworks & Software Standards
1 82 (16.91%) .NET
2 59 (12.16%) HTML
3 45 (9.28%) CSS
4 32 (6.60%) Kafka
5 28 (5.77%) Web Services
6 16 (3.30%) Ajax
6 16 (3.30%) JSP
6 16 (3.30%) XML
7 14 (2.89%) HTML5
7 14 (2.89%) Java EE
7 14 (2.89%) WCF
8 13 (2.68%) ASP.NET
8 13 (2.68%) ASP.NET MVC
8 13 (2.68%) Middleware
8 13 (2.68%) Spring
9 12 (2.47%) WinForms
9 12 (2.47%) WPF
9 12 (2.47%) XHTML
9 12 (2.47%) XML Schema
9 12 (2.47%) XSL
Miscellaneous
1 142 (29.28%) Analytical Skills
2 53 (10.93%) Self-Motivation
3 52 (10.72%) User Experience
4 48 (9.90%) Cyber Kill Chain
5 43 (8.87%) Computer Science
6 42 (8.66%) Cyberthreat
7 36 (7.42%) Mobile App
8 25 (5.15%) Algorithms
9 19 (3.92%) Cyber Defence
9 19 (3.92%) Security Operations Centre
10 14 (2.89%) Enterprise Software
11 9 (1.86%) Management Information System
12 7 (1.44%) Social Media
13 6 (1.24%) Photography
14 4 (0.82%) Data Structures
14 4 (0.82%) Internet of Things
14 4 (0.82%) PMI
14 4 (0.82%) Reinsurance
14 4 (0.82%) Smartphone
15 3 (0.62%) Greenfield Project
Operating Systems
1 73 (15.05%) Linux
2 14 (2.89%) Unix
2 14 (2.89%) VMS
3 4 (0.82%) Windows
4 1 (0.21%) Android
4 1 (0.21%) Windows Server
Processes & Methodologies
1 196 (40.41%) Agile Software Development
2 99 (20.41%) Business Intelligence
3 87 (17.94%) Problem-Solving
4 81 (16.70%) Mentoring
5 76 (15.67%) Risk Management
6 72 (14.85%) Data Analytics
7 69 (14.23%) ETL
8 68 (14.02%) CRM
9 61 (12.58%) Project Management
10 59 (12.16%) DevOps
11 57 (11.75%) Information Security
12 53 (10.93%) Data Analysis
12 53 (10.93%) Data Modelling
12 53 (10.93%) Data Science
13 52 (10.72%) Mathematics
14 50 (10.31%) Cybersecurity
15 49 (10.10%) SIEM
16 48 (9.90%) Data Loss Prevention
16 48 (9.90%) Security Operations
16 48 (9.90%) Software Engineering
Programming Languages
1 178 (36.70%) SQL
2 84 (17.32%) Java
3 69 (14.23%) JavaScript
4 66 (13.61%) Python
5 60 (12.37%) T-SQL
6 50 (10.31%) C#
7 26 (5.36%) PowerShell
8 25 (5.15%) PL/SQL
9 22 (4.54%) R
10 15 (3.09%) Bash Shell
11 14 (2.89%) Scala
12 12 (2.47%) Apex Code
13 10 (2.06%) C++
14 7 (1.44%) MATLAB
15 6 (1.24%) C
15 6 (1.24%) PHP
15 6 (1.24%) VBA
16 4 (0.82%) Data Analysis Expressions (DAX)
17 3 (0.62%) Java 8
17 3 (0.62%) Ruby
Qualifications
1 68 (14.02%) Degree
2 49 (10.10%) Cisco Certification
3 48 (9.90%) CISSP
4 30 (6.19%) CCNP
5 29 (5.98%) (ISC)2 CCSP
5 29 (5.98%) CCSP
5 29 (5.98%) CSSLP
5 29 (5.98%) GCWN
5 29 (5.98%) ISSAP
5 29 (5.98%) ISSEP
5 29 (5.98%) MCSE
5 29 (5.98%) Microsoft Certification
5 29 (5.98%) PhD
5 29 (5.98%) RHCA
5 29 (5.98%) RHCE
5 29 (5.98%) SANS
5 29 (5.98%) SSCP
6 28 (5.77%) CCIE
6 28 (5.77%) CCIE Security
7 27 (5.57%) VCDX
Quality Assurance & Compliance
1 40 (8.25%) QA
2 10 (2.06%) GDPR
3 9 (1.86%) Data Quality
4 5 (1.03%) Actionable Recommendations
4 5 (1.03%) HMG Security Policy Framework
5 2 (0.41%) ISO/IEC 27001
6 1 (0.21%) IFRS
6 1 (0.21%) IFRS 9
6 1 (0.21%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
6 1 (0.21%) PCI DSS
6 1 (0.21%) PMO
6 1 (0.21%) Sarbanes-Oxley
System Software
1 28 (5.77%) HDFS
2 11 (2.27%) Apache Flume
3 7 (1.44%) Active Directory
3 7 (1.44%) Apache ZooKeeper
3 7 (1.44%) Docker
3 7 (1.44%) Virtual Machines
4 3 (0.62%) Oracle RAC
4 3 (0.62%) VMware Infrastructure
Systems Management
1 50 (10.31%) RSA Security Analytics
2 25 (5.15%) Oozie
3 19 (3.92%) Stealthwatch
4 8 (1.65%) Puppet
5 7 (1.44%) Ambari
5 7 (1.44%) Hadoop YARN
6 6 (1.24%) Kubernetes
7 3 (0.62%) Ansible
7 3 (0.62%) Data Guard
7 3 (0.62%) Grafana
7 3 (0.62%) Nagios
7 3 (0.62%) Oracle Enterprise Manager
7 3 (0.62%) Oracle RMAN
7 3 (0.62%) Prometheus
8 2 (0.41%) Icinga
8 2 (0.41%) Kibana
8 2 (0.41%) logstash
8 2 (0.41%) ZABBIX
9 1 (0.21%) Opscode Chef
Vendors
1 151 (31.13%) Microsoft
2 77 (15.88%) Google
3 50 (10.31%) Symantec
4 49 (10.10%) Splunk
5 44 (9.07%) Tableau
6 31 (6.39%) Cisco
7 29 (5.98%) Oracle
7 29 (5.98%) Red Hat
8 27 (5.57%) Talend
8 27 (5.57%) VMware
9 25 (5.15%) IBM
10 23 (4.74%) Cognos
11 21 (4.33%) CheckPoint
12 19 (3.92%) Qualys
13 18 (3.71%) Alteryx
13 18 (3.71%) SAP
14 15 (3.09%) Adobe
15 14 (2.89%) Hortonworks
15 14 (2.89%) Salesforce.com
16 13 (2.68%) Optimizely