Period
to 27 November 2021

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 November 2021 with a comparison to the same period in the previous 2 years.

Data Analysis
England > East of England
6 months to
27 Nov 2021
Same period 2020 Same period 2019
Rank 69 114 125
Rank change year-on-year +45 +11 +18
Permanent jobs citing Data Analysis 215 23 160
As % of all permanent jobs advertised in the East of England 3.79% 1.17% 2.37%
As % of the Processes & Methodologies category 4.15% 1.31% 2.59%
Number of salaries quoted 43 16 109
10th Percentile £19,000 £31,464 £32,250
25th Percentile £23,750 £36,982 £38,666
Median annual salary (50th Percentile) £46,500 £45,000 £52,500
Median % change year-on-year +3.33% -14.29% +5.00%
75th Percentile £59,375 £56,250 £85,000
90th Percentile £72,600 £62,500 £92,500
England median annual salary £50,000 £52,500 £50,000
% change year-on-year -4.76% +5.00% -

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 5,180 1,757 6,182
As % of all permanent IT jobs advertised in the East of England 91.36% 89.41% 91.45%
Number of salaries quoted 2,705 1,454 4,507
10th Percentile £27,000 £29,500 £27,500
25th Percentile £35,000 £37,500 £36,250
Median annual salary (50th Percentile) £48,500 £50,000 £50,000
Median % change year-on-year -3.00% - +5.26%
75th Percentile £63,750 £63,750 £62,500
90th Percentile £75,000 £77,500 £75,000
England median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% -

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 November 2021.

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 November 2021. 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 +21 117 £46,250 - 13
Cambridgeshire -5 66 £62,500 +56.25% 11
Essex +5 19 £42,500 +1.12% 6
Bedfordshire -8 12 £47,500 +5.56% 1
Data Analysis
England

For the 6 months to 27 November 2021, 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.

1 121 (56.28%) Analytics
1 121 (56.28%) Analytical Skills
2 116 (53.95%) SQL
3 115 (53.49%) Social Skills
4 74 (34.42%) Problem-Solving
5 73 (33.95%) Retail
6 70 (32.56%) Data Science
7 68 (31.63%) Organisational Skills
7 68 (31.63%) Logistics
7 68 (31.63%) VBA
8 65 (30.23%) Degree
9 54 (25.12%) Agile Software Development
10 50 (23.26%) Algorithms
11 49 (22.79%) AWS
12 44 (20.47%) Pharmaceutical
13 42 (19.53%) DevOps
14 41 (19.07%) Machine Learning
14 41 (19.07%) Business Intelligence
15 39 (18.14%) Python
16 38 (17.67%) Social Media
16 38 (17.67%) Life Science
17 37 (17.21%) Computer Science
18 35 (16.28%) Artificial Intelligence
19 32 (14.88%) GxP
19 32 (14.88%) Visualisation
20 31 (14.42%) Facebook
21 30 (13.95%) Data Interpretation
22 29 (13.49%) PhD
22 29 (13.49%) Data Warehouse
22 29 (13.49%) Data Modelling

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 (12.56%) Apache Spark
2 8 (3.72%) OpenStack
3 5 (2.33%) SharePoint
4 3 (1.40%) Confluence
4 3 (1.40%) SAS
5 1 (0.47%) Apache Solr
5 1 (0.47%) WordPress
Applications
1 15 (6.98%) Simulink
2 10 (4.65%) Microsoft Office
3 9 (4.19%) Microsoft Excel
4 5 (2.33%) Microsoft Project
4 5 (2.33%) MS Visio
5 1 (0.47%) Weka
Business Applications
1 1 (0.47%) iTrent
1 1 (0.47%) NetSuite
1 1 (0.47%) Orchard Housing
1 1 (0.47%) Unit4 Business World
Cloud Services
1 49 (22.79%) AWS
2 24 (11.16%) Serverless
3 21 (9.77%) Power Platform
4 20 (9.30%) Azure
5 12 (5.58%) GCP
6 11 (5.12%) Amazon S3
7 7 (3.26%) Google Analytics
8 6 (2.79%) Amazon EC2
9 5 (2.33%) Amazon CloudWatch
9 5 (2.33%) Amazon EMR
9 5 (2.33%) Amazon SQS
9 5 (2.33%) Azure Logic Apps
9 5 (2.33%) Cloud Computing
9 5 (2.33%) Microsoft 365
9 5 (2.33%) PaaS
9 5 (2.33%) PowerApps
9 5 (2.33%) Snowflake
10 4 (1.86%) SaaS
11 2 (0.93%) AWS Lambda
12 1 (0.47%) Dynamics 365
Communications & Networking
1 8 (3.72%) InfiniBand
Database & Business Intelligence
1 29 (13.49%) Data Warehouse
2 21 (9.77%) Power BI
3 20 (9.30%) Hadoop
4 19 (8.84%) Tableau
5 14 (6.51%) SQL Server
6 11 (5.12%) Relational Database
7 10 (4.65%) Apache Hive
7 10 (4.65%) MySQL
8 9 (4.19%) PostgreSQL
8 9 (4.19%) Star Schema
9 8 (3.72%) Data Mining
10 7 (3.26%) Amazon Redshift
10 7 (3.26%) SQL Server Integration Services
11 6 (2.79%) Electronic Patient Records
12 5 (2.33%) Amazon Aurora
12 5 (2.33%) Power Query
12 5 (2.33%) ThoughtSpot
13 4 (1.86%) Oracle Database
13 4 (1.86%) Oracle Database 11g
14 3 (1.40%) SQL Server Reporting Services
Development Applications
1 11 (5.12%) Jenkins
2 8 (3.72%) Git (software)
3 5 (2.33%) Rational DOORS
3 5 (2.33%) Sonatype Nexus
4 3 (1.40%) JIRA
5 2 (0.93%) Subversion
General
1 121 (56.28%) Analytical Skills
2 115 (53.49%) Social Skills
3 73 (33.95%) Retail
4 68 (31.63%) Organisational Skills
5 44 (20.47%) Pharmaceutical
6 22 (10.23%) Finance
6 22 (10.23%) Games
7 15 (6.98%) Manufacturing
8 14 (6.51%) Marketing
9 10 (4.65%) Law
10 8 (3.72%) Presentation Skills
11 6 (2.79%) Inclusion and Diversity
12 5 (2.33%) Military
13 2 (0.93%) Advertising
13 2 (0.93%) Legal
13 2 (0.93%) Public Sector
14 1 (0.47%) Electronics
14 1 (0.47%) Social Housing
Job Titles
1 73 (33.95%) Analytics Manager
2 48 (22.33%) Planning Manager
3 31 (14.42%) Analyst
4 20 (9.30%) Supply Chain Manager
5 17 (7.91%) Data Analyst
6 16 (7.44%) Developer
7 15 (6.98%) Project Manager
7 15 (6.98%) Systems Engineer
8 11 (5.12%) Data Scientist
9 10 (4.65%) Data Manager
9 10 (4.65%) Data Science Leader
10 7 (3.26%) Business Analyst
10 7 (3.26%) Business Intelligence Developer
11 6 (2.79%) Architect
11 6 (2.79%) Business Intelligence Analyst
11 6 (2.79%) Operations Engineer
12 5 (2.33%) ICT Manager
12 5 (2.33%) ICT Project Manager
12 5 (2.33%) Marketing Assistant
12 5 (2.33%) Senior Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 8 (3.72%) JSON
1 8 (3.72%) Web Services
2 5 (2.33%) ARM Templates
2 5 (2.33%) Elastic Stack
2 5 (2.33%) TensorFlow
2 5 (2.33%) YAML
3 4 (1.86%) Flask
3 4 (1.86%) PyTorch
3 4 (1.86%) Shiny
3 4 (1.86%) XML
4 3 (1.40%) React
4 3 (1.40%) REST
5 2 (0.93%) Node.js
6 1 (0.47%) CSS3
6 1 (0.47%) HTML5
6 1 (0.47%) NumPy
6 1 (0.47%) Pandas
6 1 (0.47%) Qt
6 1 (0.47%) Sass
6 1 (0.47%) WPF
Miscellaneous
1 50 (23.26%) Algorithms
2 38 (17.67%) Life Science
2 38 (17.67%) Social Media
3 28 (13.02%) Cloud Native
4 13 (6.05%) Data Centre
5 11 (5.12%) Public Cloud
6 10 (4.65%) Management Information System
6 10 (4.65%) Self-Motivation
7 9 (4.19%) Data Structures
7 9 (4.19%) Driving Licence
8 8 (3.72%) Private Cloud
9 5 (2.33%) Biotechnology
9 5 (2.33%) PMI
10 4 (1.86%) Online Games
11 2 (0.93%) Digital Media
11 2 (0.93%) Pharmacovigilance
11 2 (0.93%) Smartphone
11 2 (0.93%) User Experience
12 1 (0.47%) Analytical Mindset
12 1 (0.47%) Virtual Team
Operating Systems
1 7 (3.26%) Windows
2 5 (2.33%) Windows 10
3 3 (1.40%) Linux
4 2 (0.93%) Android
4 2 (0.93%) Apple iOS
Processes & Methodologies
1 121 (56.28%) Analytics
2 74 (34.42%) Problem-Solving
3 70 (32.56%) Data Science
4 68 (31.63%) Logistics
5 54 (25.12%) Agile Software Development
6 42 (19.53%) DevOps
7 41 (19.07%) Business Intelligence
7 41 (19.07%) Machine Learning
8 37 (17.21%) Computer Science
9 35 (16.28%) Artificial Intelligence
10 32 (14.88%) Visualisation
11 30 (13.95%) Data Interpretation
12 29 (13.49%) Data Modelling
13 27 (12.56%) Decision-Making
14 26 (12.09%) Data Engineering
14 26 (12.09%) Project Management
14 26 (12.09%) Software Engineering
15 25 (11.63%) Natural Language Processing
16 24 (11.16%) Deep Learning
16 24 (11.16%) Predictive Modelling
Programming Languages
1 116 (53.95%) SQL
2 68 (31.63%) VBA
3 39 (18.14%) Python
4 16 (7.44%) MATLAB
5 12 (5.58%) T-SQL
6 10 (4.65%) R
7 7 (3.26%) C
7 7 (3.26%) C++
7 7 (3.26%) Data Analysis Expressions (DAX)
8 6 (2.79%) Java
8 6 (2.79%) JavaScript
9 5 (2.33%) Formula Language
9 5 (2.33%) Groovy
10 2 (0.93%) Apple Swift
10 2 (0.93%) TypeScript
11 1 (0.47%) C#
11 1 (0.47%) Cypher
11 1 (0.47%) PHP
11 1 (0.47%) Scala
11 1 (0.47%) SPARQL
Qualifications
1 65 (30.23%) Degree
2 29 (13.49%) PhD
3 20 (9.30%) Computer Science Degree
4 5 (2.33%) Master's Degree
4 5 (2.33%) PMI Certification
5 3 (1.40%) DBS Check
5 3 (1.40%) SC Cleared
5 3 (1.40%) Security Cleared
Quality Assurance & Compliance
1 32 (14.88%) GxP
2 14 (6.51%) Data Quality
3 4 (1.86%) Sarbanes-Oxley
4 3 (1.40%) CDISC
4 3 (1.40%) GRC
5 2 (0.93%) Good Clinical Practice
5 2 (0.93%) IEC 62304
5 2 (0.93%) ISO 13485
5 2 (0.93%) QA
6 1 (0.47%) PMO
System Software
1 11 (5.12%) Docker
2 8 (3.72%) Slurm Workload Manager
Systems Management
1 21 (9.77%) Kubernetes
2 6 (2.79%) Ansible
2 6 (2.79%) Kubeflow
2 6 (2.79%) Terraform
Vendors
1 31 (14.42%) Facebook
2 23 (10.70%) Microsoft
3 18 (8.37%) Oracle
4 16 (7.44%) Google
5 10 (4.65%) Dataiku
6 8 (3.72%) Splunk
7 7 (3.26%) Talend
8 6 (2.79%) SAP
9 5 (2.33%) Alibaba
9 5 (2.33%) Alteryx
9 5 (2.33%) IBM
9 5 (2.33%) MathWorks
9 5 (2.33%) MicroStrategy
9 5 (2.33%) Workday
10 2 (0.93%) Apple
10 2 (0.93%) Atlassian
11 1 (0.47%) Databricks
11 1 (0.47%) JD Edwards
11 1 (0.47%) Orchard
11 1 (0.47%) Salesforce.com