Period
to 19 April 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 19 April 2018 with a comparison to the same period in the previous 2 years.

Analytics
England > East of England
6 months to
19 Apr 2018
Same period 2017 Same period 2016
Rank 74 94 98
Rank change year-on-year +20 +4 +17
Permanent jobs citing Analytics 482 394 423
As % of all permanent IT jobs advertised in the East of England 3.74% 3.19% 2.91%
As % of the Processes & Methodologies category 4.17% 3.57% 3.25%
Number of salaries quoted 332 283 334
East of England median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% +5.26%
10th Percentile £32,500 £32,000 £30,000
90th Percentile £76,250 £77,500 £67,125
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 11,553 11,044 13,010
As % of all permanent IT jobs advertised in the East of England 89.70% 89.48% 89.42%
Number of salaries quoted 8,971 8,944 10,495
East of England median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - +2.27%
10th Percentile £27,750 £26,750 £26,250
90th Percentile £71,250 £68,750 £67,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +2.15%

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 April 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 19 April 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 +32 202 £52,500 +1.94% 14
Cambridgeshire +21 145 £52,500 +5.00% 32
Bedfordshire +13 56 £70,000 -12.50% 9
Essex +16 52 £59,000 +18.00% 8
Suffolk -13 16 £41,250 -26.34% 3
Norfolk -28 11 £42,500 -4.49% 8
Analytics
England

For the 6 months to 19 April 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.

1 189 (39.21%) SQL
2 108 (22.41%) Agile Software Development
3 105 (21.78%) Business Intelligence
4 102 (21.16%) Hadoop
5 98 (20.33%) Microsoft
6 97 (20.12%) Big Data
7 96 (19.92%) Tableau
8 93 (19.29%) .NET
9 89 (18.46%) C#
9 89 (18.46%) Finance
10 86 (17.84%) Data Analytics
11 81 (16.80%) Analytical Skills
12 76 (15.77%) SQL Server
12 76 (15.77%) Python
12 76 (15.77%) Degree
13 71 (14.73%) Marketing
13 71 (14.73%) Visualisation
13 71 (14.73%) User Experience
14 69 (14.32%) Data Warehouse
15 68 (14.11%) Microsoft Azure
15 68 (14.11%) Retail
16 64 (13.28%) CRM
16 64 (13.28%) Linux
17 62 (12.86%) Google
18 58 (12.03%) Java
18 58 (12.03%) Data Science
19 57 (11.83%) E-Commerce
20 54 (11.20%) HTML
20 54 (11.20%) Software Engineering
20 54 (11.20%) Amazon AWS

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 53 (11.00%) Apache Spark
2 12 (2.49%) Apache
2 12 (2.49%) SAS
3 9 (1.87%) CMS
4 5 (1.04%) Apache Geronimo
4 5 (1.04%) Apache Pig
4 5 (1.04%) GlassFish
4 5 (1.04%) JBoss
4 5 (1.04%) Tomcat
4 5 (1.04%) WebSphere
5 3 (0.62%) Elasticsearch
6 2 (0.41%) nginx
6 2 (0.41%) SharePoint
6 2 (0.41%) WordPress
7 1 (0.21%) Adobe Experience Manager
7 1 (0.21%) Apache Solr
7 1 (0.21%) IIS
7 1 (0.21%) Oracle SOA Suite
Applications
1 33 (6.85%) Microsoft Excel
2 15 (3.11%) Microsoft Office
3 11 (2.28%) Weka
4 9 (1.87%) OmniGraffle
5 6 (1.24%) Photoshop
6 5 (1.04%) Microsoft PowerPoint
7 4 (0.83%) Spreadsheet
8 3 (0.62%) GIMP
8 3 (0.62%) MS Visio
9 1 (0.21%) Microsoft Project
9 1 (0.21%) SPSS
Business Applications
1 22 (4.56%) Dynamics CRM
2 5 (1.04%) Epicor Tropos
2 5 (1.04%) NetSuite
3 3 (0.62%) Infor M3
4 2 (0.41%) Adobe Campaign
4 2 (0.41%) BASE24
4 2 (0.41%) Postilion
5 1 (0.21%) FastStats
5 1 (0.21%) FastStats PeopleStage
5 1 (0.21%) WebTrends
Cloud Services
1 68 (14.11%) Microsoft Azure
2 54 (11.20%) Amazon AWS
3 37 (7.68%) Google Analytics
4 25 (5.19%) Adobe Analytics
5 17 (3.53%) Amazon EMR
5 17 (3.53%) Amazon Kinesis
5 17 (3.53%) Amazon S3
6 15 (3.11%) Google Cloud Platform
7 11 (2.28%) Akamai
8 9 (1.87%) SaaS
9 6 (1.24%) Azure Data Factory
10 5 (1.04%) Cloud Computing
11 4 (0.83%) Azure Active Directory
11 4 (0.83%) Office 365
12 3 (0.62%) AdWords
12 3 (0.62%) Azure Machine Learning
12 3 (0.62%) npm
12 3 (0.62%) PaaS
13 1 (0.21%) Serverless
13 1 (0.21%) SurveyMonkey
Communications & Networking
1 23 (4.77%) Firewall
2 21 (4.36%) Network Security
3 13 (2.70%) HTTP
4 12 (2.49%) DNS
5 11 (2.28%) BGP
5 11 (2.28%) Cisco ASA
5 11 (2.28%) IPsec
5 11 (2.28%) MPLS
5 11 (2.28%) NetScaler
5 11 (2.28%) OSPF
5 11 (2.28%) VPN
6 10 (2.07%) Wireshark
7 9 (1.87%) DAB
8 6 (1.24%) Intrusion Detection
9 5 (1.04%) SMS
10 2 (0.41%) Internet
10 2 (0.41%) TCP/IP
11 1 (0.21%) DHCP
11 1 (0.21%) HTTPS
11 1 (0.21%) RS-232
Database & Business Intelligence
1 102 (21.16%) Hadoop
2 97 (20.12%) Big Data
3 76 (15.77%) SQL Server
4 69 (14.32%) Data Warehouse
5 41 (8.51%) Relational Database
6 39 (8.09%) SQL Server Integration Services
7 34 (7.05%) SQL Server Reporting Services
8 28 (5.81%) Power BI
9 27 (5.60%) NoSQL
10 26 (5.39%) MySQL
10 26 (5.39%) Sqoop
11 23 (4.77%) MongoDB
12 22 (4.56%) HBase
13 20 (4.15%) Amazon Redshift
14 19 (3.94%) Impala
15 18 (3.73%) Apache Hive
15 18 (3.73%) PostgreSQL
16 17 (3.53%) Amazon QuickSight
16 17 (3.53%) Parquet
17 13 (2.70%) Geospatial Data
Development Applications
1 23 (4.77%) NUnit
2 19 (3.94%) Git (software)
3 15 (3.11%) JIRA
4 12 (2.49%) Team Foundation Server
4 12 (2.49%) Visual Studio
5 11 (2.28%) Subversion
6 9 (1.87%) Axure RP
6 9 (1.87%) Balsamiq Mockups
7 5 (1.04%) Oracle APEX
7 5 (1.04%) SQL Server Management Studio (SSMS)
8 4 (0.83%) Visual Studio Team System
9 3 (0.62%) Artifactory
9 3 (0.62%) Dreamweaver
9 3 (0.62%) Jenkins
9 3 (0.62%) Mercurial
9 3 (0.62%) TeamCity
9 3 (0.62%) webpack
10 2 (0.41%) Ant
10 2 (0.41%) Gradle
10 2 (0.41%) Maven
General
1 89 (18.46%) Finance
2 71 (14.73%) Marketing
3 68 (14.11%) Retail
4 21 (4.36%) Automotive
5 18 (3.73%) Publishing
6 13 (2.70%) Advertising
6 13 (2.70%) Games
7 8 (1.66%) Banking
8 6 (1.24%) Pharmaceutical
9 4 (0.83%) Brand Awareness
9 4 (0.83%) Manufacturing
10 3 (0.62%) Multimedia
11 2 (0.41%) Aerospace
11 2 (0.41%) Back Office
11 2 (0.41%) Corporate Banking
11 2 (0.41%) General Ledger
11 2 (0.41%) Law
11 2 (0.41%) Telecoms
12 1 (0.21%) Billing
12 1 (0.21%) Legal
Job Titles
1 138 (28.63%) Developer
2 109 (22.61%) Analyst
3 36 (7.47%) Senior Developer
4 34 (7.05%) Architect
5 32 (6.64%) .NET Developer
5 32 (6.64%) Software Developer
6 28 (5.81%) C# Developer
7 26 (5.39%) Senior .NET Developer
8 25 (5.19%) Analytics Developer
9 23 (4.77%) Data Architect
10 22 (4.56%) Analytics Manager
10 22 (4.56%) Business Intelligence Analyst
10 22 (4.56%) CRM Developer
10 22 (4.56%) Data Scientist
11 21 (4.36%) C# .NET Developer
12 18 (3.73%) Business Intelligence Developer
12 18 (3.73%) Senior C# Developer
13 17 (3.53%) Big Data Architect
13 17 (3.53%) Cloud Architect
13 17 (3.53%) SQL Developer
Libraries, Frameworks & Software Standards
1 93 (19.29%) .NET
2 54 (11.20%) HTML
3 35 (7.26%) ASP.NET
3 35 (7.26%) CSS
4 29 (6.02%) .NET Framework
5 25 (5.19%) Kafka
6 21 (4.36%) ASP.NET MVC
6 21 (4.36%) Web Services
6 21 (4.36%) WPF
7 19 (3.94%) REST
8 17 (3.53%) Apache Avro
8 17 (3.53%) Natural Language Processing
9 16 (3.32%) WCF
10 14 (2.90%) WinForms
11 13 (2.70%) RESTful
12 12 (2.49%) Node.js
13 11 (2.28%) AngularJS
13 11 (2.28%) Google Maps API
13 11 (2.28%) React
14 10 (2.07%) TensorFlow
Miscellaneous
1 81 (16.80%) Analytical Skills
2 71 (14.73%) User Experience
3 40 (8.30%) Computer Science
4 29 (6.02%) Algorithms
5 23 (4.77%) Management Information System
6 19 (3.94%) Mobile App
7 16 (3.32%) Greenfield Project
8 14 (2.90%) Data Centre
9 9 (1.87%) Cyber Kill Chain
9 9 (1.87%) Smartphone
10 7 (1.45%) Self-Motivation
10 7 (1.45%) Social Media
11 5 (1.04%) Augmented Reality
11 5 (1.04%) Data Structures
11 5 (1.04%) NHS
12 4 (0.83%) Driving Licence
13 3 (0.62%) Life Science
13 3 (0.62%) Reinsurance
13 3 (0.62%) Replication
13 3 (0.62%) Virtual Team
Operating Systems
1 64 (13.28%) Linux
2 26 (5.39%) Windows
3 5 (1.04%) Unix
4 2 (0.41%) Apple iOS
5 1 (0.21%) Android
5 1 (0.21%) Windows 10
5 1 (0.21%) Windows Server
Processes & Methodologies
1 108 (22.41%) Agile Software Development
2 105 (21.78%) Business Intelligence
3 86 (17.84%) Data Analytics
4 71 (14.73%) Visualisation
5 64 (13.28%) CRM
6 58 (12.03%) Data Science
7 57 (11.83%) E-Commerce
8 54 (11.20%) Software Engineering
9 53 (11.00%) Mathematics
10 45 (9.34%) Data Modelling
11 41 (8.51%) OO
12 40 (8.30%) Data Visualisation
13 39 (8.09%) Decision-Making
13 39 (8.09%) Problem-Solving
14 37 (7.68%) Statistics
15 36 (7.47%) Scrum
16 35 (7.26%) SDLC
17 34 (7.05%) Machine Learning
18 32 (6.64%) MVC
19 31 (6.43%) Open Source
Programming Languages
1 189 (39.21%) SQL
2 89 (18.46%) C#
3 76 (15.77%) Python
4 58 (12.03%) Java
5 51 (10.58%) JavaScript
6 38 (7.88%) R
7 26 (5.39%) C++
8 25 (5.19%) T-SQL
9 19 (3.94%) MATLAB
10 16 (3.32%) C
11 14 (2.90%) PL/SQL
12 12 (2.49%) VBA
13 8 (1.66%) Scala
14 7 (1.45%) Data Analysis Expressions (DAX)
15 5 (1.04%) Korn
15 5 (1.04%) PHP
16 4 (0.83%) PowerShell
16 4 (0.83%) SAS Macro
17 3 (0.62%) Kotlin
17 3 (0.62%) TypeScript
Qualifications
1 76 (15.77%) Degree
2 25 (5.19%) PhD
3 13 (2.70%) CISSP
3 13 (2.70%) Security Cleared
4 9 (1.87%) Cisco Certification
4 9 (1.87%) DV Cleared
4 9 (1.87%) Microsoft Certification
5 8 (1.66%) (ISC)2 CCSP
5 8 (1.66%) CCNP
5 8 (1.66%) CCSP
5 8 (1.66%) CSSLP
5 8 (1.66%) GCWN
5 8 (1.66%) ISSAP
5 8 (1.66%) ISSEP
5 8 (1.66%) MCSE
5 8 (1.66%) Numerate Degree
5 8 (1.66%) RHCA
5 8 (1.66%) RHCE
5 8 (1.66%) SANS
5 8 (1.66%) SSCP
Quality Assurance & Compliance
1 30 (6.22%) QA
2 16 (3.32%) Data Quality
3 7 (1.45%) SLA
4 4 (0.83%) GCP
4 4 (0.83%) GDPR
5 2 (0.41%) Actionable Recommendations
5 2 (0.41%) GxP
5 2 (0.41%) WAI
6 1 (0.21%) PMO
System Software
1 24 (4.98%) HDFS
2 19 (3.94%) Apache Flume
3 12 (2.49%) Active Directory
4 5 (1.04%) Docker
4 5 (1.04%) Oracle RAC
5 3 (0.62%) Virtual Machines
6 2 (0.41%) Snort
7 1 (0.21%) Apache ZooKeeper
7 1 (0.21%) VMware Infrastructure
Systems Management
1 18 (3.73%) Oozie
2 10 (2.07%) RSA Security Analytics
3 5 (1.04%) Data Guard
3 5 (1.04%) Oracle Enterprise Manager
3 5 (1.04%) Oracle RMAN
4 2 (0.41%) Norton AntiVirus
4 2 (0.41%) Symantec Endpoint Protection
5 1 (0.21%) SCCM
5 1 (0.21%) Systems Management Server (SMS)
5 1 (0.21%) Terraform
Vendors
1 98 (20.33%) Microsoft
2 96 (19.92%) Tableau
3 62 (12.86%) Google
4 40 (8.30%) Oracle
5 37 (7.68%) Alteryx
6 35 (7.26%) Adobe
7 25 (5.19%) Teradata
8 23 (4.77%) SAP
9 22 (4.56%) MicroStrategy
10 19 (3.94%) Cisco
11 12 (2.49%) CheckPoint
11 12 (2.49%) Symantec
12 11 (2.28%) Blue Coat
12 11 (2.28%) Citrix
12 11 (2.28%) Fortinet
12 11 (2.28%) Juniper
12 11 (2.28%) Palo Alto
12 11 (2.28%) Splunk
13 9 (1.87%) TOWER Software
13 9 (1.87%) WorldPay