Period
to 17 October 2018

The following table provides summary statistics for permanent job vacancies advertised in the East of England with a requirement for Data Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analysis over the 6 months to 17 October 2018 with a comparison to the same period in the previous 2 years.

Data Analysis
England > East of England
6 months to
17 Oct 2018
Same period 2017 Same period 2016
Rank 129 160 141
Rank change year-on-year +31 -19 +67
Permanent jobs citing Data Analysis 235 228 281
As % of all permanent IT jobs advertised in the East of England 2.22% 1.95% 2.12%
As % of the Processes & Methodologies category 2.47% 2.17% 2.36%
Number of salaries quoted 188 195 246
East of England median annual salary £43,870 £39,250 £40,000
Median salary % change year-on-year +11.77% -1.88% -
10th Percentile £25,000 £29,578 £31,250
90th Percentile £79,375 £56,000 £65,000
England median annual salary £47,500 £46,750 £45,000
% change year-on-year +1.60% +3.89% -

Data Analysis 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 9,495 10,527 11,926
As % of all permanent IT jobs advertised in the East of England 89.51% 89.94% 89.98%
Number of salaries quoted 7,092 8,580 9,870
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 £52,000 £50,000 £50,000
% change year-on-year +4.00% - +5.26%

Data Analysis
Job Vacancy Trend in the East of England

Job postings citing Data Analysis as a percentage of all IT jobs advertised in the East of England.

Job vacancy trend for Data Analysis in the East of England

Data Analysis
Salary Trend in the East of England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Analysis in the East of England.

Salary trend for Data Analysis in the East of England

Data Analysis
Salary Histogram in the East of England

The salary distribution of IT jobs citing Data Analysis in the East of England over the 6 months to 17 October 2018.

Salary histogram for Data Analysis in the East of England

Data Analysis
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 Data Analysis within the East of England region over the 6 months to 17 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
Hertfordshire +37 137 £48,000 +23.08% 9
Cambridgeshire +4 55 £43,870 +9.67% 4
Essex +20 25 £55,000 +54.44% 5
Suffolk -11 8 £43,500 +8.75% 1
Bedfordshire +1 7 £35,000 -35.19% 4
Norfolk +12 3 £27,500 -33.33% 1
Data Analysis
England

For the 6 months to 17 October 2018, IT jobs citing Data Analysis 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 Data Analysis.

1 109 (46.38%) SQL
2 80 (34.04%) Analytical Skills
3 64 (27.23%) Microsoft
4 61 (25.96%) Agile Software Development
5 59 (25.11%) Degree
6 53 (22.55%) Migration
6 53 (22.55%) Mathematics
6 53 (22.55%) Analytics
7 51 (21.70%) Problem-Solving
8 47 (20.00%) SQL Server
8 47 (20.00%) ETL
9 45 (19.15%) Physics
9 45 (19.15%) Computer Science
10 43 (18.30%) Data Migration
11 41 (17.45%) Amazon AWS
12 39 (16.60%) Data Quality
13 38 (16.17%) SQL Server Reporting Services
14 35 (14.89%) PhD
15 34 (14.47%) Web Services
16 32 (13.62%) SQL Server Integration Services
17 31 (13.19%) C++
17 31 (13.19%) Business Intelligence
18 30 (12.77%) Python
18 30 (12.77%) T-SQL
19 28 (11.91%) Microsoft Excel
19 28 (11.91%) Business Analysis
19 28 (11.91%) Data Science
20 27 (11.49%) Machine Learning
20 27 (11.49%) Visualisation
20 27 (11.49%) Power BI

Data Analysis
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 16 (6.81%) OpenStack
2 8 (3.40%) Apache Spark
3 3 (1.28%) SharePoint
4 2 (0.85%) Apache
4 2 (0.85%) Elasticsearch
4 2 (0.85%) SharePoint Server
5 1 (0.43%) CMS
5 1 (0.43%) Confluence
5 1 (0.43%) Drupal
5 1 (0.43%) JBoss
5 1 (0.43%) Mule
5 1 (0.43%) Mule ESB
5 1 (0.43%) SAS
5 1 (0.43%) SharePoint 2013
5 1 (0.43%) Skype for Business
5 1 (0.43%) WordPress
Applications
1 28 (11.91%) Microsoft Excel
2 17 (7.23%) Microsoft Office
3 6 (2.55%) MS Visio
4 3 (1.28%) Photoshop
5 2 (0.85%) Microsoft PowerPoint
Business Applications
1 2 (0.85%) Oracle EBS
1 2 (0.85%) Payment Gateway
2 1 (0.43%) Dynamics AX
2 1 (0.43%) Magento
2 1 (0.43%) Maximo
2 1 (0.43%) Remedy ITSM
2 1 (0.43%) SAP HR
2 1 (0.43%) Workfront
Cloud Services
1 41 (17.45%) Amazon AWS
2 23 (9.79%) Microsoft Azure
3 15 (6.38%) Google Analytics
4 6 (2.55%) Azure Data Factory
5 4 (1.70%) Google Cloud Platform
6 2 (0.85%) Cloud Computing
6 2 (0.85%) Taleo
7 1 (0.43%) G Suite
7 1 (0.43%) GitHub
7 1 (0.43%) Office 365
7 1 (0.43%) SaaS
Communications & Networking
1 8 (3.40%) Software-Defined Networking
2 1 (0.43%) Ethernet
2 1 (0.43%) Internet
2 1 (0.43%) LAN
2 1 (0.43%) Skype
2 1 (0.43%) WLAN
Database & Business Intelligence
1 47 (20.00%) SQL Server
2 38 (16.17%) SQL Server Reporting Services
3 32 (13.62%) SQL Server Integration Services
4 27 (11.49%) Power BI
5 21 (8.94%) Data Warehouse
6 19 (8.09%) SQL Server Analysis Services
7 15 (6.38%) SQL Server 2008
8 13 (5.53%) Big Data
9 10 (4.26%) MySQL
10 9 (3.83%) Relational Database
11 7 (2.98%) BusinessObjects
11 7 (2.98%) Microsoft Analysis Services
12 6 (2.55%) Crystal Reports
13 5 (2.13%) Oracle Reports
13 5 (2.13%) PostgreSQL
14 4 (1.70%) Amazon Redshift
14 4 (1.70%) BigQuery
14 4 (1.70%) NoSQL
15 3 (1.28%) Hadoop
15 3 (1.28%) PowerPivot
Development Applications
1 14 (5.96%) LabVIEW
2 8 (3.40%) Vagrant
3 7 (2.98%) ER Studio
4 6 (2.55%) Visual Studio
5 4 (1.70%) JIRA
6 3 (1.28%) Axure RP
6 3 (1.28%) Balsamiq Mockups
6 3 (1.28%) Git (software)
7 2 (0.85%) Subversion
8 1 (0.43%) Grunt
8 1 (0.43%) Jenkins
8 1 (0.43%) JUnit
8 1 (0.43%) Rational DOORS
General
1 25 (10.64%) Telecoms
2 22 (9.36%) Finance
3 9 (3.83%) Retail
4 7 (2.98%) Aerospace
4 7 (2.98%) Manufacturing
4 7 (2.98%) Marketing
5 6 (2.55%) Back Office
5 6 (2.55%) Games
6 5 (2.13%) Law
7 4 (1.70%) Pharmaceutical
8 2 (0.85%) Mandarin Language
9 1 (0.43%) Electronics
9 1 (0.43%) Financial Institution
9 1 (0.43%) French Language
9 1 (0.43%) German Language
9 1 (0.43%) Local Government
9 1 (0.43%) Publishing
9 1 (0.43%) Spanish Language
9 1 (0.43%) Swedish Language
Job Titles
1 56 (23.83%) Developer
2 54 (22.98%) Analyst
3 28 (11.91%) Data Analyst
4 21 (8.94%) Consultant
4 21 (8.94%) Graduate
5 20 (8.51%) Architect
6 18 (7.66%) Data Consultant
7 17 (7.23%) Software Engineer
8 16 (6.81%) Data Architect
8 16 (6.81%) Data Migration Consultant
8 16 (6.81%) Data Migration Lead
8 16 (6.81%) Migration Consultant
9 15 (6.38%) Developer/Software Engineer
9 15 (6.38%) Graduate Developer
9 15 (6.38%) Graduate Software Engineer
9 15 (6.38%) Process Engineer
9 15 (6.38%) Software Developer
10 14 (5.96%) Business Intelligence Developer
11 12 (5.11%) Business Analyst
11 12 (5.11%) Senior Developer
Libraries, Frameworks & Software Standards
1 34 (14.47%) Web Services
2 24 (10.21%) HTML
3 22 (9.36%) CSS
4 9 (3.83%) JSON
4 9 (3.83%) XML
5 8 (3.40%) Ajax
6 7 (2.98%) LAMP
6 7 (2.98%) RESTful
7 5 (2.13%) Kafka
7 5 (2.13%) XSD
8 4 (1.70%) .NET
9 3 (1.28%) SAP XI
10 2 (0.85%) Elastic Stack
10 2 (0.85%) MDX
10 2 (0.85%) REST
10 2 (0.85%) Sensu
11 1 (0.43%) Apache Camel
11 1 (0.43%) DWR
11 1 (0.43%) jQuery
11 1 (0.43%) Sass
Miscellaneous
1 80 (34.04%) Analytical Skills
2 45 (19.15%) Computer Science
3 22 (9.36%) Algorithms
4 15 (6.38%) User Experience
5 14 (5.96%) Self-Motivation
6 9 (3.83%) Life Science
7 8 (3.40%) Cloud Native
8 7 (2.98%) Acoustics
9 6 (2.55%) Video\Live Streaming
10 5 (2.13%) Management Information System
10 5 (2.13%) PMI
10 5 (2.13%) Reference Data
11 2 (0.85%) Cyber-Physical System
11 2 (0.85%) Data Structures
11 2 (0.85%) Driving Licence
11 2 (0.85%) Fintech
11 2 (0.85%) NHS
12 1 (0.43%) Mobile App
12 1 (0.43%) Public Cloud
Operating Systems
1 16 (6.81%) Windows
2 10 (4.26%) Linux
3 7 (2.98%) Windows Server
4 3 (1.28%) Unix
Processes & Methodologies
1 61 (25.96%) Agile Software Development
2 53 (22.55%) Analytics
2 53 (22.55%) Mathematics
2 53 (22.55%) Migration
3 51 (21.70%) Problem-Solving
4 47 (20.00%) ETL
5 45 (19.15%) Physics
6 43 (18.30%) Data Migration
7 31 (13.19%) Business Intelligence
8 28 (11.91%) Business Analysis
8 28 (11.91%) Data Science
9 27 (11.49%) Machine Learning
9 27 (11.49%) Visualisation
10 25 (10.64%) Master Data Management
11 24 (10.21%) Software Engineering
12 23 (9.79%) E-Commerce
13 22 (9.36%) Data Modelling
14 21 (8.94%) Data Analytics
14 21 (8.94%) Signal Processing
15 20 (8.51%) Web Development
Programming Languages
1 109 (46.38%) SQL
2 31 (13.19%) C++
3 30 (12.77%) Python
3 30 (12.77%) T-SQL
4 25 (10.64%) C#
5 23 (9.79%) JavaScript
6 19 (8.09%) Java
7 15 (6.38%) MATLAB
7 15 (6.38%) PL/SQL
8 8 (3.40%) Go
8 8 (3.40%) PHP
8 8 (3.40%) VBA
9 4 (1.70%) Scala
9 4 (1.70%) VB.NET
10 3 (1.28%) Data Analysis Expressions (DAX)
10 3 (1.28%) Ruby
11 2 (0.85%) ABAP
11 2 (0.85%) Bash Shell
11 2 (0.85%) PowerShell
11 2 (0.85%) R
Qualifications
1 59 (25.11%) Degree
2 35 (14.89%) PhD
3 22 (9.36%) Security Cleared
4 15 (6.38%) SC Cleared
5 6 (2.55%) Computer Science Degree
5 6 (2.55%) ISEB
6 5 (2.13%) PMI Certification
7 4 (1.70%) MCP
8 3 (1.28%) PMP
9 2 (0.85%) CBAP
9 2 (0.85%) CISA
9 2 (0.85%) CISSP
9 2 (0.85%) IIBA
9 2 (0.85%) Master's Degree
9 2 (0.85%) Six Sigma Black Belt
10 1 (0.43%) Cisco Certification
10 1 (0.43%) HNC
10 1 (0.43%) SAS Certification
Quality Assurance & Compliance
1 39 (16.60%) Data Quality
2 8 (3.40%) QA
3 3 (1.28%) PMO
System Software
1 8 (3.40%) Docker
1 8 (3.40%) Lustre
1 8 (3.40%) VMware Infrastructure
2 1 (0.43%) Active Directory
2 1 (0.43%) Apache Flume
Systems Management
1 10 (4.26%) Kubernetes
2 8 (3.40%) Ansible
2 8 (3.40%) Consul
2 8 (3.40%) Packer
2 8 (3.40%) Terraform
3 2 (0.85%) Grafana
3 2 (0.85%) Icinga
3 2 (0.85%) Kibana
3 2 (0.85%) logstash
3 2 (0.85%) Nagios
3 2 (0.85%) Prometheus
3 2 (0.85%) ZABBIX
4 1 (0.43%) Systems Management Server (SMS)
Vendors
1 64 (27.23%) Microsoft
2 17 (7.23%) Google
2 17 (7.23%) Oracle
3 15 (6.38%) Talend
4 14 (5.96%) IBM
5 13 (5.53%) Optimizely
6 12 (5.11%) Tableau
7 8 (3.40%) SAP
7 8 (3.40%) VMware
8 4 (1.70%) Alteryx
8 4 (1.70%) Cognos
8 4 (1.70%) Hortonworks
9 3 (1.28%) Adobe
9 3 (1.28%) WorldPay
10 2 (0.85%) PagerDuty
11 1 (0.43%) Cisco
11 1 (0.43%) Informatica
11 1 (0.43%) Juniper
11 1 (0.43%) Palo Alto
11 1 (0.43%) ServiceNow