Period
to 21 January 2019

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 21 January 2019 with a comparison to the same period in the previous 2 years.

Data Analysis
England > East of England
6 months to
21 Jan 2019
Same period 2018 Same period 2017
Rank 133 150 176
Rank change year-on-year +17 +26 +67
Permanent jobs citing Data Analysis 233 233 205
As % of all permanent IT jobs advertised in the East of England 2.47% 1.98% 1.66%
As % of the Processes & Methodologies category 2.74% 2.18% 1.82%
Number of salaries quoted 178 176 177
East of England median annual salary £47,773 £40,000 £40,000
Median salary % change year-on-year +19.43% - +6.67%
10th Percentile £25,250 £29,106 £23,500
90th Percentile £92,500 £57,500 £62,500
England median annual salary £50,000 £45,000 £45,000
% change year-on-year +11.11% - -

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 8,492 10,709 11,250
As % of all permanent IT jobs advertised in the East of England 89.92% 90.90% 90.96%
Number of salaries quoted 6,320 8,703 9,226
East of England median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% -
10th Percentile £26,250 £27,500 £27,000
90th Percentile £72,500 £70,000 £70,000
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +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 21 January 2019.

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 21 January 2019. 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 +62 154 £41,250 +5.77% 9
Cambridgeshire +6 63 £47,773 +19.43% 22
Essex +2 11 £55,000 +10.00% 3
Suffolk -6 3 - - 3
Bedfordshire -28 2 £31,000 -32.97% 3
Data Analysis
England

For the 6 months to 21 January 2019, 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.

1 106 (45.49%) Analytical Skills
2 75 (32.19%) Degree
3 73 (31.33%) Mathematics
4 72 (30.90%) SQL
5 69 (29.61%) Problem-Solving
6 62 (26.61%) Migration
7 57 (24.46%) Agile Software Development
8 52 (22.32%) ETL
9 51 (21.89%) Physics
9 51 (21.89%) Computer Science
10 50 (21.46%) Data Migration
11 49 (21.03%) Analytics
12 46 (19.74%) PhD
13 41 (17.60%) Data Science
14 40 (17.17%) Data Quality
14 40 (17.17%) C++
14 40 (17.17%) Microsoft
15 37 (15.88%) SQL Server
15 37 (15.88%) Web Services
15 37 (15.88%) Bioinformatics
15 37 (15.88%) Amazon AWS
16 35 (15.02%) C#
17 34 (14.59%) Python
17 34 (14.59%) Master Data Management
18 32 (13.73%) Security Cleared
19 29 (12.45%) SC Cleared
19 29 (12.45%) Machine Learning
20 28 (12.02%) Algorithms
20 28 (12.02%) Java
20 28 (12.02%) Software Engineering

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 27 (11.59%) OpenStack
2 4 (1.72%) Apache
2 4 (1.72%) Apache Spark
3 3 (1.29%) Drupal
4 2 (0.86%) SharePoint Server
5 1 (0.43%) CMS
5 1 (0.43%) Confluence
5 1 (0.43%) Elasticsearch
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
5 1 (0.43%) Skype for Business
5 1 (0.43%) WordPress
Applications
1 20 (8.58%) Microsoft Excel
2 17 (7.30%) Microsoft Office
3 2 (0.86%) MS Visio
4 1 (0.43%) Microsoft PowerPoint
Business Applications
1 8 (3.43%) Dynamics GP
2 3 (1.29%) Remedy ITSM
3 2 (0.86%) CiviCRM
3 2 (0.86%) Oracle EBS
4 1 (0.43%) Dynamics AX
4 1 (0.43%) Magento
Cloud Services
1 37 (15.88%) Amazon AWS
2 18 (7.73%) Microsoft Azure
3 10 (4.29%) Google Analytics
4 8 (3.43%) Azure Data Factory
5 5 (2.15%) Cloud Computing
6 2 (0.86%) Taleo
7 1 (0.43%) Google Cloud Platform
7 1 (0.43%) SaaS
Communications & Networking
1 12 (5.15%) Software-Defined Networking
2 8 (3.43%) Broadband
3 2 (0.86%) Intranet
4 1 (0.43%) LAN
4 1 (0.43%) Skype
4 1 (0.43%) WLAN
Database & Business Intelligence
1 37 (15.88%) SQL Server
2 24 (10.30%) SQL Server Integration Services
3 21 (9.01%) SQL Server Reporting Services
4 18 (7.73%) Power BI
5 16 (6.87%) Data Warehouse
6 14 (6.01%) SQL Server Analysis Services
7 13 (5.58%) MySQL
8 12 (5.15%) Big Data
9 10 (4.29%) PostgreSQL
10 6 (2.58%) Microsoft Analysis Services
10 6 (2.58%) SQL Server 2008
11 5 (2.15%) Crystal Reports
11 5 (2.15%) PowerPivot
12 4 (1.72%) Azure SQL Database
12 4 (1.72%) BusinessObjects
12 4 (1.72%) Data Lake
12 4 (1.72%) Data Mining
13 2 (0.86%) Hadoop
13 2 (0.86%) Pentaho
13 2 (0.86%) SQL Server 2016
Development Applications
1 13 (5.58%) Git (software)
2 9 (3.86%) LabVIEW
3 8 (3.43%) Vagrant
4 6 (2.58%) ER Studio
4 6 (2.58%) JIRA
4 6 (2.58%) Subversion
4 6 (2.58%) Visual Studio
5 5 (2.15%) Mercurial
6 1 (0.43%) Grunt
6 1 (0.43%) Jenkins
6 1 (0.43%) JUnit
General
1 25 (10.73%) Telecoms
2 13 (5.58%) Pharmaceutical
3 11 (4.72%) Law
4 8 (3.43%) Manufacturing
5 7 (3.00%) Finance
6 6 (2.58%) Aerospace
6 6 (2.58%) Games
6 6 (2.58%) Marketing
7 5 (2.15%) Retail
8 3 (1.29%) Mandarin Language
9 1 (0.43%) Back Office
9 1 (0.43%) Banking
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%) Legal
9 1 (0.43%) Publishing
9 1 (0.43%) Spanish Language
9 1 (0.43%) Swedish Language
Job Titles
1 64 (27.47%) Developer
2 38 (16.31%) Analyst
3 32 (13.73%) Software Developer
4 24 (10.30%) Architect
5 23 (9.87%) Consultant
6 20 (8.58%) Data Architect
6 20 (8.58%) Data Consultant
6 20 (8.58%) Data Migration Consultant
6 20 (8.58%) Data Migration Lead
6 20 (8.58%) Migration Consultant
7 18 (7.73%) Senior Developer
8 16 (6.87%) Software Engineer
9 15 (6.44%) Developer/Software Engineer
9 15 (6.44%) Graduate
9 15 (6.44%) Graduate Developer
9 15 (6.44%) Graduate Software Engineer
9 15 (6.44%) Senior Software Developer
10 13 (5.58%) Process Engineer
11 12 (5.15%) Data Analyst
12 11 (4.72%) Security Analyst
Libraries, Frameworks & Software Standards
1 37 (15.88%) Web Services
2 19 (8.15%) HTML
3 18 (7.73%) CSS
4 16 (6.87%) JSON
5 14 (6.01%) XML
6 10 (4.29%) RESTful
6 10 (4.29%) XSD
7 9 (3.86%) LAMP
8 8 (3.43%) Ajax
9 5 (2.15%) Kafka
9 5 (2.15%) POSIX
9 5 (2.15%) React
9 5 (2.15%) Redux
9 5 (2.15%) WebSockets
10 4 (1.72%) .NET
11 3 (1.29%) SAP XI
12 2 (0.86%) ODBC
12 2 (0.86%) REST
13 1 (0.43%) Natural Language Processing
13 1 (0.43%) Node.js
Miscellaneous
1 106 (45.49%) Analytical Skills
2 28 (12.02%) Algorithms
3 18 (7.73%) Self-Motivation
4 16 (6.87%) Life Science
5 12 (5.15%) Analytical Mindset
6 11 (4.72%) User Experience
7 10 (4.29%) Acoustics
7 10 (4.29%) Reference Data
8 8 (3.43%) Cloud Native
8 8 (3.43%) Fat Client
8 8 (3.43%) Thin Client
9 7 (3.00%) PMI
10 6 (2.58%) Video\Live Streaming
11 5 (2.15%) Private Cloud
12 2 (0.86%) Driving Licence
12 2 (0.86%) Management Information System
13 1 (0.43%) Cyber-Physical System
13 1 (0.43%) Mobile App
13 1 (0.43%) Optoelectronics
13 1 (0.43%) Public Cloud
Operating Systems
1 22 (9.44%) Linux
2 14 (6.01%) Windows
3 8 (3.43%) Unix
4 7 (3.00%) Windows Server
Processes & Methodologies
1 73 (31.33%) Mathematics
2 69 (29.61%) Problem-Solving
3 62 (26.61%) Migration
4 57 (24.46%) Agile Software Development
5 52 (22.32%) ETL
6 51 (21.89%) Computer Science
6 51 (21.89%) Physics
7 50 (21.46%) Data Migration
8 49 (21.03%) Analytics
9 41 (17.60%) Data Science
10 37 (15.88%) Bioinformatics
11 34 (14.59%) Master Data Management
12 29 (12.45%) Machine Learning
13 28 (12.02%) Software Engineering
14 26 (11.16%) Biology
15 24 (10.30%) Informatics
16 21 (9.01%) Data Analytics
17 20 (8.58%) Project Management
17 20 (8.58%) Signal Processing
18 19 (8.15%) Business Analysis
Programming Languages
1 72 (30.90%) SQL
2 40 (17.17%) C++
3 35 (15.02%) C#
4 34 (14.59%) Python
5 28 (12.02%) Java
6 22 (9.44%) JavaScript
7 21 (9.01%) MATLAB
8 20 (8.58%) T-SQL
9 16 (6.87%) VBA
10 15 (6.44%) PL/SQL
11 12 (5.15%) PHP
12 8 (3.43%) Go
12 8 (3.43%) R
13 6 (2.58%) C
14 5 (2.15%) Data Analysis Expressions (DAX)
15 4 (1.72%) PowerShell
16 2 (0.86%) VB.NET
17 1 (0.43%) Bash Shell
17 1 (0.43%) Perl
17 1 (0.43%) Ruby
Qualifications
1 75 (32.19%) Degree
2 46 (19.74%) PhD
3 32 (13.73%) Security Cleared
4 29 (12.45%) SC Cleared
5 12 (5.15%) Computer Science Degree
6 7 (3.00%) Master's Degree
6 7 (3.00%) PMI Certification
7 5 (2.15%) PMP
8 4 (1.72%) ISEB
8 4 (1.72%) MCP
9 3 (1.29%) CBAP
9 3 (1.29%) Cisco Certification
10 2 (0.86%) IIBA
10 2 (0.86%) ITIL Certification
10 2 (0.86%) Six Sigma Black Belt
11 1 (0.43%) CISA
11 1 (0.43%) CISSP
Quality Assurance & Compliance
1 40 (17.17%) Data Quality
2 15 (6.44%) QA
3 3 (1.29%) ISO/IEC 27001
4 1 (0.43%) GDPR
4 1 (0.43%) IEC 62304
4 1 (0.43%) ISO 13485
4 1 (0.43%) ISO/IEC 20000
4 1 (0.43%) PMO
4 1 (0.43%) SLA
System Software
1 12 (5.15%) Lustre
2 9 (3.86%) Docker
3 8 (3.43%) Active Directory
3 8 (3.43%) VMware Infrastructure
4 1 (0.43%) Apache Flume
Systems Management
1 10 (4.29%) Kubernetes
2 9 (3.86%) Ansible
2 9 (3.86%) Terraform
3 8 (3.43%) Consul
3 8 (3.43%) Packer
4 1 (0.43%) Grafana
4 1 (0.43%) Icinga
4 1 (0.43%) Kibana
4 1 (0.43%) logstash
4 1 (0.43%) Nagios
4 1 (0.43%) Prometheus
4 1 (0.43%) ZABBIX
Vendors
1 40 (17.17%) Microsoft
2 15 (6.44%) Talend
3 14 (6.01%) Oracle
4 11 (4.72%) Google
5 10 (4.29%) IBM
5 10 (4.29%) Optimizely
6 8 (3.43%) VMware
7 6 (2.58%) Tableau
8 5 (2.15%) SAP
9 4 (1.72%) Alteryx
9 4 (1.72%) Hortonworks
10 3 (1.29%) Cisco
10 3 (1.29%) Juniper
10 3 (1.29%) Palo Alto
10 3 (1.29%) Remedy
10 3 (1.29%) ServiceNow
11 1 (0.43%) Cognos
11 1 (0.43%) Informatica
11 1 (0.43%) JD Edwards
11 1 (0.43%) Salesforce.com