Period
to 20 July 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 20 July 2018 with a comparison to the same period in the previous 2 years.

Analytics
England > East of England
6 months to
20 Jul 2018
Same period 2017 Same period 2016
Rank 65 114 98
Rank change year-on-year +49 -16 +20
Permanent jobs citing Analytics 511 351 430
As % of all permanent IT jobs advertised in the East of England 4.22% 2.82% 3.03%
As % of the Processes & Methodologies category 4.73% 3.16% 3.38%
Number of salaries quoted 331 238 358
East of England median annual salary £55,000 £50,000 £50,000
Median salary % change year-on-year +10.00% - +14.94%
10th Percentile £31,250 £30,525 £29,075
90th Percentile £77,500 £76,250 £70,150
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 10,797 11,110 12,719
As % of all permanent IT jobs advertised in the East of England 89.14% 89.41% 89.61%
Number of salaries quoted 8,065 8,879 10,390
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +2.27%
10th Percentile £27,500 £26,868 £26,250
90th Percentile £72,000 £68,750 £67,500
England median annual salary £50,000 £50,000 £50,000

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 20 July 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 20 July 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 +75 184 £52,500 +5.00% 28
Hertfordshire +70 183 £52,500 +11.70% 15
Bedfordshire +3 78 £67,500 +25.00% 7
Essex +33 38 £52,500 +31.25% 10
Norfolk +16 16 £35,000 -35.48% 12
Suffolk -29 12 £57,500 +9.52% 8
Analytics
England

For the 6 months to 20 July 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.

1 194 (37.96%) SQL
2 140 (27.40%) Agile Software Development
3 136 (26.61%) Big Data
4 120 (23.48%) Business Intelligence
5 119 (23.29%) Microsoft
6 114 (22.31%) Microsoft Azure
7 107 (20.94%) Analytical Skills
8 101 (19.77%) Python
9 97 (18.98%) SQL Server
10 96 (18.79%) .NET
11 95 (18.59%) Amazon AWS
12 92 (18.00%) Finance
13 85 (16.63%) Data Warehouse
13 85 (16.63%) Degree
13 85 (16.63%) Hadoop
14 83 (16.24%) Data Analytics
14 83 (16.24%) Linux
15 79 (15.46%) CRM
15 79 (15.46%) User Experience
16 74 (14.48%) Data Science
16 74 (14.48%) Java
17 72 (14.09%) Marketing
18 70 (13.70%) Retail
19 69 (13.50%) Google
20 67 (13.11%) C#
21 63 (12.33%) Data Modelling
21 63 (12.33%) Visualisation
22 61 (11.94%) Apache Spark
22 61 (11.94%) SQL Server Reporting Services
23 58 (11.35%) Tableau

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 61 (11.94%) Apache Spark
2 13 (2.54%) CMS
3 11 (2.15%) BizTalk Server
4 9 (1.76%) Apache
4 9 (1.76%) Oracle SOA Suite
5 7 (1.37%) SharePoint
5 7 (1.37%) Umbraco
6 6 (1.17%) Elasticsearch
6 6 (1.17%) SAS
7 4 (0.78%) Apache Pig
8 3 (0.59%) WordPress
9 2 (0.39%) Apache Solr
9 2 (0.39%) Confluence
9 2 (0.39%) GlassFish
9 2 (0.39%) JBoss
9 2 (0.39%) nginx
9 2 (0.39%) NServiceBus
9 2 (0.39%) Tomcat
9 2 (0.39%) Traefik
9 2 (0.39%) WebSphere
Applications
1 50 (9.78%) Microsoft Excel
2 13 (2.54%) Microsoft Office
3 12 (2.35%) OmniGraffle
4 11 (2.15%) Photoshop
5 8 (1.57%) Adobe Creative Suite
5 8 (1.57%) Adobe Illustrator
6 7 (1.37%) Spreadsheet
7 4 (0.78%) Weka
8 3 (0.59%) GIMP
8 3 (0.59%) Microsoft PowerPoint
9 2 (0.39%) Microsoft Project
Business Applications
1 21 (4.11%) Cognos Business Intelligence
2 19 (3.72%) Cognos TM1
3 14 (2.74%) Dynamics CRM
4 3 (0.59%) NetSuite
5 2 (0.39%) Adobe Campaign
5 2 (0.39%) Dynamics AX
5 2 (0.39%) Dynamics NAV
6 1 (0.20%) Epicor Tropos
6 1 (0.20%) FastStats
6 1 (0.20%) FastStats PeopleStage
6 1 (0.20%) Infor LN
6 1 (0.20%) Magento
Cloud Services
1 114 (22.31%) Microsoft Azure
2 95 (18.59%) Amazon AWS
3 49 (9.59%) Google Analytics
4 24 (4.70%) Google Cloud Platform
4 24 (4.70%) SaaS
5 22 (4.31%) Azure Data Factory
6 21 (4.11%) Adobe Analytics
6 21 (4.11%) Amazon Kinesis
7 18 (3.52%) Amazon EMR
7 18 (3.52%) Amazon S3
8 15 (2.94%) Office 365
9 6 (1.17%) Akamai
10 5 (0.98%) Cloud Computing
10 5 (0.98%) Google Tag Manager
11 4 (0.78%) Azure Active Directory
12 3 (0.59%) Google App Engine
12 3 (0.59%) npm
12 3 (0.59%) Serverless
13 2 (0.39%) IaaS
13 2 (0.39%) PaaS
Communications & Networking
1 27 (5.28%) Firewall
2 18 (3.52%) Wireshark
3 12 (2.35%) DAB
3 12 (2.35%) Network Security
4 10 (1.96%) Intrusion Detection
5 9 (1.76%) DNS
6 8 (1.57%) HTTP
6 8 (1.57%) SMS
7 6 (1.17%) BGP
7 6 (1.17%) Cisco ASA
7 6 (1.17%) IPsec
7 6 (1.17%) MPLS
7 6 (1.17%) NetScaler
7 6 (1.17%) OSPF
7 6 (1.17%) VPN
8 3 (0.59%) Kerberos
9 2 (0.39%) Internet
9 2 (0.39%) SSL
9 2 (0.39%) TCP/IP
10 1 (0.20%) DHCP
Database & Business Intelligence
1 136 (26.61%) Big Data
2 97 (18.98%) SQL Server
3 85 (16.63%) Data Warehouse
3 85 (16.63%) Hadoop
4 61 (11.94%) SQL Server Reporting Services
5 57 (11.15%) Power BI
6 52 (10.18%) SQL Server Integration Services
7 35 (6.85%) SQL Server Analysis Services
8 30 (5.87%) Relational Database
9 28 (5.48%) Sqoop
10 24 (4.70%) Amazon Redshift
10 24 (4.70%) NoSQL
11 23 (4.50%) HBase
11 23 (4.50%) Impala
12 20 (3.91%) Parquet
13 19 (3.72%) PowerPivot
14 18 (3.52%) Amazon QuickSight
15 17 (3.33%) MongoDB
15 17 (3.33%) PostgreSQL
16 15 (2.94%) Microsoft Power View
Development Applications
1 33 (6.46%) JIRA
2 21 (4.11%) Git (software)
3 16 (3.13%) NUnit
4 12 (2.35%) Axure RP
4 12 (2.35%) Balsamiq Mockups
4 12 (2.35%) Subversion
4 12 (2.35%) Team Foundation Server
5 11 (2.15%) Visual Studio
6 5 (0.98%) Jenkins
6 5 (0.98%) SQL Server Management Studio (SSMS)
7 4 (0.78%) GitLab
7 4 (0.78%) TeamCity
8 3 (0.59%) Artifactory
8 3 (0.59%) Mercurial
8 3 (0.59%) Oracle APEX
8 3 (0.59%) Visual Studio Team System
8 3 (0.59%) webpack
9 2 (0.39%) Gradle
9 2 (0.39%) Maven
9 2 (0.39%) Octopus Deploy
General
1 92 (18.00%) Finance
2 72 (14.09%) Marketing
3 70 (13.70%) Retail
4 20 (3.91%) Games
5 12 (2.35%) Advertising
6 9 (1.76%) Publishing
7 7 (1.37%) Banking
8 6 (1.17%) Automotive
8 6 (1.17%) Legal
8 6 (1.17%) Pharmaceutical
9 5 (0.98%) Brand Awareness
10 3 (0.59%) Corporate Banking
10 3 (0.59%) General Ledger
10 3 (0.59%) Law
10 3 (0.59%) Multimedia
11 2 (0.39%) Aerospace
11 2 (0.39%) Manufacturing
12 1 (0.20%) Financial Institution
Job Titles
1 131 (25.64%) Developer
2 113 (22.11%) Analyst
3 47 (9.20%) Architect
4 34 (6.65%) Business Intelligence Developer
5 32 (6.26%) Senior Developer
6 27 (5.28%) Software Developer
7 26 (5.09%) .NET Developer
7 26 (5.09%) Data Architect
8 25 (4.89%) Data Scientist
9 23 (4.50%) Analytics Manager
9 23 (4.50%) AWS DevOps
9 23 (4.50%) Consultant
9 23 (4.50%) DevOps Manager
10 22 (4.31%) Senior Analyst
11 21 (4.11%) C# .NET Developer
11 21 (4.11%) C# Developer
12 19 (3.72%) Business Intelligence Analyst
12 19 (3.72%) Release Manager
13 18 (3.52%) Big Data Architect
14 17 (3.33%) Business Intelligence Architect
Libraries, Frameworks & Software Standards
1 96 (18.79%) .NET
2 51 (9.98%) HTML
3 37 (7.24%) CSS
4 33 (6.46%) Kafka
5 21 (4.11%) Middleware
6 20 (3.91%) Apache Avro
6 20 (3.91%) ASP.NET
6 20 (3.91%) Web Services
7 17 (3.33%) REST
7 17 (3.33%) WPF
8 16 (3.13%) Natural Language Processing
9 14 (2.74%) .NET Framework
9 14 (2.74%) ASP.NET MVC
9 14 (2.74%) jQuery
9 14 (2.74%) WCF
10 11 (2.15%) Java EE
11 10 (1.96%) Lucene
11 10 (1.96%) RESTful
11 10 (1.96%) WinForms
12 9 (1.76%) HTML5
Miscellaneous
1 107 (20.94%) Analytical Skills
2 79 (15.46%) User Experience
3 42 (8.22%) Computer Science
4 35 (6.85%) Mobile App
5 27 (5.28%) Algorithms
6 19 (3.72%) Management Information System
7 16 (3.13%) Cyber Kill Chain
7 16 (3.13%) Self-Motivation
8 12 (2.35%) Smartphone
9 11 (2.15%) Greenfield Project
10 8 (1.57%) Data Centre
10 8 (1.57%) Social Media
11 6 (1.17%) Data Structures
11 6 (1.17%) Photography
12 4 (0.78%) Credit Risk
12 4 (0.78%) Data Protection Act
12 4 (0.78%) Life Science
12 4 (0.78%) NHS
12 4 (0.78%) PMI
12 4 (0.78%) Virtual Team
Operating Systems
1 83 (16.24%) Linux
2 24 (4.70%) Windows
3 8 (1.57%) Unix
4 2 (0.39%) VMS
5 1 (0.20%) Android
5 1 (0.20%) Windows 10
5 1 (0.20%) Windows Server
Processes & Methodologies
1 140 (27.40%) Agile Software Development
2 120 (23.48%) Business Intelligence
3 83 (16.24%) Data Analytics
4 79 (15.46%) CRM
5 74 (14.48%) Data Science
6 63 (12.33%) Data Modelling
6 63 (12.33%) Visualisation
7 57 (11.15%) Problem-Solving
8 56 (10.96%) Mathematics
9 51 (9.98%) DevOps
10 50 (9.78%) Software Engineering
11 46 (9.00%) ETL
12 43 (8.41%) Machine Learning
13 42 (8.22%) E-Commerce
14 38 (7.44%) Statistics
15 37 (7.24%) Scrum
16 36 (7.05%) OO
16 36 (7.05%) Risk Management
17 35 (6.85%) ITIL
17 35 (6.85%) Project Management
Programming Languages
1 194 (37.96%) SQL
2 101 (19.77%) Python
3 74 (14.48%) Java
4 67 (13.11%) C#
5 57 (11.15%) JavaScript
6 41 (8.02%) R
7 38 (7.44%) T-SQL
8 25 (4.89%) C++
9 22 (4.31%) C
10 19 (3.72%) MATLAB
11 16 (3.13%) VBA
12 13 (2.54%) PL/SQL
13 9 (1.76%) Scala
14 8 (1.57%) PHP
15 7 (1.37%) Data Analysis Expressions (DAX)
16 6 (1.17%) PowerShell
17 5 (0.98%) Bash Shell
18 4 (0.78%) Kotlin
19 3 (0.59%) Java 8
19 3 (0.59%) TypeScript
Qualifications
1 85 (16.63%) Degree
2 32 (6.26%) PhD
3 18 (3.52%) Security Cleared
4 17 (3.33%) CISSP
5 16 (3.13%) Cisco Certification
6 14 (2.74%) (ISC)2 CCSP
6 14 (2.74%) CCNP
6 14 (2.74%) CCSP
6 14 (2.74%) CSSLP
6 14 (2.74%) DV Cleared
6 14 (2.74%) GCWN
6 14 (2.74%) ISSAP
6 14 (2.74%) ISSEP
6 14 (2.74%) MCSE
6 14 (2.74%) Microsoft Certification
6 14 (2.74%) RHCA
6 14 (2.74%) RHCE
6 14 (2.74%) SANS
6 14 (2.74%) SSCP
7 10 (1.96%) CCIE Security
Quality Assurance & Compliance
1 42 (8.22%) QA
2 25 (4.89%) Data Quality
3 9 (1.76%) GDPR
4 7 (1.37%) Actionable Recommendations
5 6 (1.17%) GCP
6 4 (0.78%) HMG Security Policy Framework
7 2 (0.39%) GxP
7 2 (0.39%) SLA
7 2 (0.39%) WAI
8 1 (0.20%) IFRS
8 1 (0.20%) IFRS 9
8 1 (0.20%) ISO/IEC 27001
System Software
1 29 (5.68%) HDFS
2 24 (4.70%) Apache Flume
3 10 (1.96%) Active Directory
4 7 (1.37%) Docker
5 5 (0.98%) Virtual Machines
6 4 (0.78%) VMware Infrastructure
7 3 (0.59%) Apache ZooKeeper
7 3 (0.59%) Oracle RAC
8 1 (0.20%) Snort
Systems Management
1 28 (5.48%) Oozie
2 18 (3.52%) RSA Security Analytics
3 3 (0.59%) Data Guard
3 3 (0.59%) Kubernetes
3 3 (0.59%) Oracle Enterprise Manager
3 3 (0.59%) Oracle RMAN
3 3 (0.59%) Puppet
4 2 (0.39%) Ambari
4 2 (0.39%) Hadoop YARN
5 1 (0.20%) Ansible
5 1 (0.20%) Grafana
5 1 (0.20%) Icinga
5 1 (0.20%) Kibana
5 1 (0.20%) logstash
5 1 (0.20%) Nagios
5 1 (0.20%) Opscode Chef
5 1 (0.20%) Prometheus
5 1 (0.20%) Stealthwatch
5 1 (0.20%) Symantec Endpoint Protection
5 1 (0.20%) Systems Management Server (SMS)
Vendors
1 119 (23.29%) Microsoft
2 69 (13.50%) Google
3 58 (11.35%) Tableau
4 32 (6.26%) Oracle
5 30 (5.87%) Adobe
5 30 (5.87%) Alteryx
6 25 (4.89%) SAP
7 24 (4.70%) Cognos
8 22 (4.31%) Teradata
9 20 (3.91%) Cisco
10 19 (3.72%) MicroStrategy
10 19 (3.72%) Symantec
11 18 (3.52%) Splunk
12 15 (2.94%) Talend
13 14 (2.74%) Red Hat
14 12 (2.35%) WorldPay
15 11 (2.15%) Informatica
16 10 (1.96%) Hyperion
16 10 (1.96%) VMware
17 9 (1.76%) TOWER Software