Period
to 27 May 2020

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 27 May 2020 with a comparison to the same period in the previous 2 years.

Data Analysis
England > East of England
6 months to
27 May 2020
Same period 2019 Same period 2018
Rank 97 149 198
Rank change year-on-year +52 +49 +4
Permanent jobs citing Data Analysis 120 164 177
As % of all permanent jobs advertised in the East of England 2.84% 2.08% 1.43%
As % of the Processes & Methodologies category 3.13% 2.34% 1.57%
Number of salaries quoted 79 111 126
Median annual salary £55,000 £45,139 £40,000
Median salary % change year-on-year +21.85% +12.85% +1.29%
10th Percentile £35,428 £25,250 £26,250
90th Percentile £92,500 £92,500 £60,000
England median annual salary £52,500 £50,000 £46,029
% change year-on-year +5.00% +8.63% +2.29%

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 3,836 7,017 11,297
As % of all permanent IT jobs advertised in the East of England 90.64% 89.21% 91.42%
Number of salaries quoted 2,778 5,250 8,661
Median annual salary £47,500 £47,500 £50,000
Median salary % change year-on-year - -5.00% +11.11%
10th Percentile £28,675 £27,500 £27,500
90th Percentile £77,500 £73,750 £71,750
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

Data Analysis
Job Vacancy Trend in the East of England

Job postings citing Data Analysis as a proportion 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

3-month moving average salary quoted in 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

Salary distribution for jobs citing Data Analysis in the East of England over the 6 months to 27 May 2020.

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 27 May 2020. 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 +15 54 £60,000 +39.85% 6
Essex +16 22 £37,060 -18.71% 2
Cambridgeshire +30 18 £62,500 +44.03% 9
Bedfordshire +46 17 £55,000 +10.00% 2
Suffolk +9 9 £37,500 -16.67% 1
Data Analysis
England

For the 6 months to 27 May 2020, 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 51 (42.50%) Problem-Solving
2 33 (27.50%) Agile Software Development
3 31 (25.83%) Migration
4 29 (24.17%) Algorithms
5 28 (23.33%) Analytical Skills
6 27 (22.50%) SQL
7 26 (21.67%) Data Migration
7 26 (21.67%) Data Quality
8 25 (20.83%) Mathematics
9 24 (20.00%) Analytics
10 20 (16.67%) Degree
11 19 (15.83%) ETL
11 19 (15.83%) Business Intelligence
12 18 (15.00%) Python
12 18 (15.00%) Azure
12 18 (15.00%) SDLC
13 16 (13.33%) Signal Processing
13 16 (13.33%) C++
13 16 (13.33%) Software Engineering
14 15 (12.50%) SC Cleared
14 15 (12.50%) Security Cleared
14 15 (12.50%) Master Data Management
14 15 (12.50%) Project Delivery
15 14 (11.67%) Validation
15 14 (11.67%) PhD
16 13 (10.83%) C
16 13 (10.83%) MATLAB
16 13 (10.83%) Project Management
16 13 (10.83%) Pharmaceutical
16 13 (10.83%) TOGAF

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 4 (3.33%) OpenStack
2 1 (0.83%) Apache Spark
2 1 (0.83%) Jupyter
2 1 (0.83%) SharePoint
Applications
1 11 (9.17%) Microsoft Excel
2 7 (5.83%) Microsoft PowerPoint
3 1 (0.83%) MS Visio
Business Applications
1 4 (3.33%) Dynamics CRM
1 4 (3.33%) Maximo
1 4 (3.33%) PeopleSoft CRM
1 4 (3.33%) PeopleSoft Financials
1 4 (3.33%) PeopleSoft HCM
1 4 (3.33%) PeopleSoft HRMS
Cloud Services
1 18 (15.00%) Azure
2 13 (10.83%) PaaS
3 7 (5.83%) SaaS
4 6 (5.00%) Power Platform
5 3 (2.50%) AWS
6 2 (1.67%) GCP
7 1 (0.83%) Amazon EMR
7 1 (0.83%) Amazon S3
7 1 (0.83%) Amazon SQS
7 1 (0.83%) Office 365
7 1 (0.83%) PowerApps
Communications & Networking
1 4 (3.33%) InfiniBand
2 2 (1.67%) Network Security
Database & Business Intelligence
1 10 (8.33%) Relational Database
2 7 (5.83%) Data Warehouse
3 6 (5.00%) Power BI
3 6 (5.00%) SQL Server
4 5 (4.17%) RDBMS
5 4 (3.33%) Crystal Reports
5 4 (3.33%) SQL Server Analysis Services
6 3 (2.50%) BusinessObjects
6 3 (2.50%) Hadoop
6 3 (2.50%) SQL Server Integration Services
6 3 (2.50%) SQL Server Reporting Services
7 1 (0.83%) Amazon Aurora
7 1 (0.83%) Amazon Redshift
7 1 (0.83%) Apache Hive
7 1 (0.83%) Electronic Patient Records
7 1 (0.83%) MySQL
7 1 (0.83%) Oracle BI EE
7 1 (0.83%) PostgreSQL
7 1 (0.83%) Star Schema
Development Applications
1 4 (3.33%) LabVIEW
1 4 (3.33%) PeopleTools
1 4 (3.33%) Visual Studio
2 1 (0.83%) Git (software)
2 1 (0.83%) Jenkins
2 1 (0.83%) Sonatype Nexus
General
1 13 (10.83%) Pharmaceutical
2 12 (10.00%) Automotive
2 12 (10.00%) Manufacturing
3 11 (9.17%) Finance
4 8 (6.67%) Retail
5 4 (3.33%) Aerospace
5 4 (3.33%) Games
5 4 (3.33%) Telecoms
6 3 (2.50%) Billing
7 1 (0.83%) Advertising
7 1 (0.83%) Electronics
7 1 (0.83%) Law
7 1 (0.83%) Legal
7 1 (0.83%) Local Government
7 1 (0.83%) Public Sector
Job Titles
1 39 (32.50%) Analyst
2 26 (21.67%) Consultant
3 18 (15.00%) Developer
4 15 (12.50%) Data Consultant
4 15 (12.50%) Data Migration Consultant
4 15 (12.50%) Data Migration Lead
4 15 (12.50%) Migration Consultant
5 13 (10.83%) Architect
5 13 (10.83%) Senior Systems Engineer
5 13 (10.83%) Software Architect
6 12 (10.00%) Control Systems Engineer
6 12 (10.00%) Senior Software Engineer
6 12 (10.00%) Software Engineer
7 11 (9.17%) Data Analyst
7 11 (9.17%) Software Developer
8 10 (8.33%) Service Analyst
8 10 (8.33%) Systems Analyst
9 7 (5.83%) Data Modeller
9 7 (5.83%) Report Analyst
9 7 (5.83%) Technical Consultant
Libraries, Frameworks & Software Standards
1 10 (8.33%) .NET
2 7 (5.83%) J2EE
3 5 (4.17%) LDAP
3 5 (4.17%) REST
3 5 (4.17%) SOAP
4 3 (2.50%) .NET Framework
4 3 (2.50%) ASP.NET
4 3 (2.50%) ASP.NET MVC
4 3 (2.50%) Entity Framework
5 2 (1.67%) Web Services
6 1 (0.83%) HTML
6 1 (0.83%) XML
Miscellaneous
1 29 (24.17%) Algorithms
2 28 (23.33%) Analytical Skills
3 12 (10.00%) Robotics
4 10 (8.33%) Enterprise Software
5 8 (6.67%) Data Structures
6 7 (5.83%) e-Learning
7 6 (5.00%) Self-Motivation
8 5 (4.17%) Management Information System
9 4 (3.33%) Cloud Native
9 4 (3.33%) Public Cloud
9 4 (3.33%) Video\Live Streaming
10 1 (0.83%) Analytical Mindset
10 1 (0.83%) NHS
10 1 (0.83%) Smartphone
10 1 (0.83%) User Experience
Operating Systems
1 7 (5.83%) Windows
2 4 (3.33%) Unix
Processes & Methodologies
1 51 (42.50%) Problem-Solving
2 33 (27.50%) Agile Software Development
3 31 (25.83%) Migration
4 26 (21.67%) Data Migration
5 25 (20.83%) Mathematics
6 24 (20.00%) Analytics
7 19 (15.83%) Business Intelligence
7 19 (15.83%) ETL
8 18 (15.00%) SDLC
9 16 (13.33%) Signal Processing
9 16 (13.33%) Software Engineering
10 15 (12.50%) Master Data Management
10 15 (12.50%) Project Delivery
11 14 (11.67%) Validation
12 13 (10.83%) Data Science
12 13 (10.83%) Innovative Thinking
12 13 (10.83%) Project Management
12 13 (10.83%) Software Architecture
12 13 (10.83%) Threat Modelling
12 13 (10.83%) TOGAF
Programming Languages
1 27 (22.50%) SQL
2 18 (15.00%) Python
3 16 (13.33%) C++
4 13 (10.83%) C
4 13 (10.83%) MATLAB
5 11 (9.17%) Java
6 10 (8.33%) C#
7 7 (5.83%) VB.NET
8 4 (3.33%) Bash Shell
8 4 (3.33%) JavaScript
8 4 (3.33%) PeopleCode
8 4 (3.33%) Ruby
8 4 (3.33%) SQR
8 4 (3.33%) T-SQL
9 1 (0.83%) VBA
Qualifications
1 20 (16.67%) Degree
2 15 (12.50%) SC Cleared
2 15 (12.50%) Security Cleared
3 14 (11.67%) PhD
4 9 (7.50%) Computer Science Degree
5 1 (0.83%) Master's Degree
Quality Assurance & Compliance
1 26 (21.67%) Data Quality
2 3 (2.50%) SLA
3 1 (0.83%) CDISC
3 1 (0.83%) HL7
System Software
1 7 (5.83%) Active Directory
2 4 (3.33%) GPFS
2 4 (3.33%) Lustre
2 4 (3.33%) Slurm Workload Manager
Systems Management
1 4 (3.33%) Ansible
2 3 (2.50%) Opscode Chef
Vendors
1 9 (7.50%) Microsoft
2 8 (6.67%) Tableau
3 7 (5.83%) Remedy
4 4 (3.33%) PeopleSoft
4 4 (3.33%) Salesforce.com
5 2 (1.67%) Cognos
6 1 (0.83%) Cisco
6 1 (0.83%) MicroStrategy
6 1 (0.83%) Oracle
6 1 (0.83%) Talend