Period
to 28 January 2022

The following table provides summary statistics for permanent job vacancies advertised in the East of England with a requirement for Data Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analytics over the 6 months to 28 January 2022 with a comparison to the same period in the previous 2 years.

Data Analytics
England > East of England
6 months to
28 Jan 2022
Same period 2021 Same period 2020
Rank 128 136 182
Rank change year-on-year +8 +46 +48
Permanent jobs citing Data Analytics 127 18 70
As % of all permanent jobs advertised in the East of England 2.14% 0.72% 1.15%
As % of the Processes & Methodologies category 2.32% 0.79% 1.26%
Number of salaries quoted 25 6 60
10th Percentile £29,478 £48,125 £32,500
25th Percentile £31,250 £57,500 £41,438
Median annual salary (50th Percentile) £55,000 £85,000 £50,000
Median % change year-on-year -35.29% +70.00% -8.26%
75th Percentile £57,500 £97,500 £56,688
90th Percentile £63,400 £105,000 £60,000
England median annual salary £65,000 £60,000 £70,000
% change year-on-year +8.33% -14.29% +13.82%

Data 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 5,480 2,271 5,574
As % of all permanent IT jobs advertised in the East of England 92.15% 90.91% 91.44%
Number of salaries quoted 2,572 1,675 3,982
10th Percentile £27,500 £29,750 £27,500
25th Percentile £35,000 £37,500 £36,250
Median annual salary (50th Percentile) £50,000 £50,000 £50,000
Median % change year-on-year - - +5.26%
75th Percentile £65,000 £64,000 £62,500
90th Percentile £75,000 £77,500 £77,500
England median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +4.76%

Data Analytics
Job Vacancy Trend in the East of England

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

Job vacancy trend for Data Analytics in the East of England

Data Analytics
Salary Trend in the East of England

3-month moving average salary quoted in jobs citing Data Analytics in the East of England.

Salary trend for Data Analytics in the East of England

Data Analytics
Salary Histogram in the East of England

Salary distribution for jobs citing Data Analytics in the East of England over the 6 months to 28 January 2022.

Salary histogram for Data Analytics in the East of England

Data 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 Data Analytics within the East of England region over the 6 months to 28 January 2022. 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
Jobs
Cambridgeshire -9 51 £32,500 -56.67% 5
Hertfordshire -39 47 £55,000 -42.11% 5
Essex - 19 £29,478 - 3
Bedfordshire -12 7 £55,000 -
Suffolk - 2 £65,000 -
Norfolk - 1 - - 3
Data Analytics
England

For the 6 months to 28 January 2022, IT jobs citing Data 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 Data Analytics.

1 127 (100.00%) Analytics
2 57 (44.88%) Social Skills
3 52 (40.94%) Degree
4 51 (40.16%) SQL
5 49 (38.58%) Visualisation
6 42 (33.07%) Decision-Making
7 41 (32.28%) Analytical Skills
7 41 (32.28%) Agile Software Development
8 38 (29.92%) Business Intelligence
9 35 (27.56%) Inclusion and Diversity
10 33 (25.98%) Management Information System
10 33 (25.98%) Data Visualisation
10 33 (25.98%) Mathematics
11 31 (24.41%) Computer Science
11 31 (24.41%) Azure
11 31 (24.41%) Microsoft
12 30 (23.62%) Risk Management
13 28 (22.05%) Finance
13 28 (22.05%) Data Warehouse
14 27 (21.26%) Python
14 27 (21.26%) Data Management
15 26 (20.47%) Microsoft Excel
16 25 (19.69%) DevOps
17 24 (18.90%) Big Data
17 24 (18.90%) Law
18 23 (18.11%) Problem-Solving
18 23 (18.11%) Data Science
19 22 (17.32%) Power BI
19 22 (17.32%) Data Lake
19 22 (17.32%) Power Platform

Data 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 8 (6.30%) Apache
2 7 (5.51%) Apache Spark
3 6 (4.72%) Apache Airflow
4 2 (1.57%) Apache Synapse
5 1 (0.79%) SAS
Applications
1 26 (20.47%) Microsoft Excel
2 13 (10.24%) Microsoft PowerPoint
3 12 (9.45%) Microsoft Office
4 1 (0.79%) SPSS
Business Applications
1 5 (3.94%) Sentinel
2 4 (3.15%) Academy Housing
Cloud Services
1 31 (24.41%) Azure
2 22 (17.32%) Power Platform
3 21 (16.54%) Serverless
4 19 (14.96%) AWS
5 15 (11.81%) Azure Data Factory
6 14 (11.02%) AWS Lambda
6 14 (11.02%) Azure Monitor
7 13 (10.24%) Azure Synapse Analytics
8 12 (9.45%) Amazon S3
9 11 (8.66%) Amazon CloudWatch
9 11 (8.66%) AWS CloudTrail
9 11 (8.66%) Azure Functions
9 11 (8.66%) Azure Sentinel
9 11 (8.66%) GitHub
9 11 (8.66%) GitHub Actions
10 9 (7.09%) Azure Cosmos DB
10 9 (7.09%) Azure Event Grid
10 9 (7.09%) Azure Service Bus
11 8 (6.30%) AWS CloudFormation
12 6 (4.72%) GCP
Communications & Networking
1 13 (10.24%) Cisco IPT
2 8 (6.30%) Internet
Database & Business Intelligence
1 28 (22.05%) Data Warehouse
2 24 (18.90%) Big Data
3 22 (17.32%) Data Lake
3 22 (17.32%) Power BI
4 15 (11.81%) Enterprise Data Warehouse
5 14 (11.02%) SQL Server
6 7 (5.51%) Amazon Athena
6 7 (5.51%) Amazon DynamoDB
6 7 (5.51%) Amazon Redshift
6 7 (5.51%) Tableau
7 6 (4.72%) Amazon RDS
7 6 (4.72%) Azure SQL Database
7 6 (4.72%) Data Mining
7 6 (4.72%) Electronic Patient Records
7 6 (4.72%) SQL Server Analysis Services
7 6 (4.72%) SQL Server Integration Services
7 6 (4.72%) SQL Server Reporting Services
8 2 (1.57%) Hadoop
8 2 (1.57%) Oracle OLAP
8 2 (1.57%) Relational Database
Development Applications
1 8 (6.30%) Git (software)
2 7 (5.51%) Selenium
3 4 (3.15%) Jenkins
4 2 (1.57%) Eclipse
4 2 (1.57%) Gerrit
4 2 (1.57%) JIRA
4 2 (1.57%) kappa
5 1 (0.79%) CircleCI
5 1 (0.79%) Subversion
General
1 57 (44.88%) Social Skills
2 41 (32.28%) Analytical Skills
3 35 (27.56%) Inclusion and Diversity
4 28 (22.05%) Finance
5 24 (18.90%) Law
6 17 (13.39%) Marketing
7 11 (8.66%) Organisational Skills
8 10 (7.87%) Electronics
9 6 (4.72%) Retail
10 5 (3.94%) Presentation Skills
11 4 (3.15%) Legal
11 4 (3.15%) Manufacturing
12 3 (2.36%) Humanities
13 2 (1.57%) Banking
13 2 (1.57%) Influencing Skills
13 2 (1.57%) Wearables
14 1 (0.79%) Pharmaceutical
14 1 (0.79%) Public Sector
Job Titles
1 51 (40.16%) Analyst
2 22 (17.32%) Senior Analyst
3 18 (14.17%) Data Engineer
3 18 (14.17%) Security Engineer
4 13 (10.24%) Cloud Engineer
4 13 (10.24%) Data Analyst
5 11 (8.66%) Monitoring Analyst
5 11 (8.66%) Senior Cloud Engineer
5 11 (8.66%) Senior Data Engineer
5 11 (8.66%) Senior Security Engineer
6 9 (7.09%) Developer
6 9 (7.09%) QA Analyst
7 8 (6.30%) Business Intelligence Analyst
8 7 (5.51%) Automation Test Analyst
8 7 (5.51%) Azure Engineer
8 7 (5.51%) Business Intelligence Developer
8 7 (5.51%) Selenium Test Analyst
8 7 (5.51%) Senior Automation Test Analyst
8 7 (5.51%) Senior Test Analyst
8 7 (5.51%) Test Analyst
Libraries, Frameworks & Software Standards
1 11 (8.66%) .NET
2 8 (6.30%) Kafka
3 7 (5.51%) React
4 5 (3.94%) AngularJS
4 5 (3.94%) JSON
4 5 (3.94%) XML
5 4 (3.15%) ActiveMQ
6 3 (2.36%) D3.js
6 3 (2.36%) Node.js
7 1 (0.79%) Bottle
7 1 (0.79%) CSS3
7 1 (0.79%) Django
7 1 (0.79%) Flask
7 1 (0.79%) HTML5
7 1 (0.79%) LESS
7 1 (0.79%) React Native
7 1 (0.79%) REST
7 1 (0.79%) RESTful
7 1 (0.79%) Swagger
7 1 (0.79%) Twitter Bootstrap
Miscellaneous
1 33 (25.98%) Management Information System
2 20 (15.75%) Life Science
3 8 (6.30%) Internet of Things
3 8 (6.30%) Smartphone
4 4 (3.15%) Housing Association
5 2 (1.57%) Analytical Mindset
5 2 (1.57%) Blog
5 2 (1.57%) Tandem
6 1 (0.79%) Cloud Native
6 1 (0.79%) NHS
6 1 (0.79%) Social Media
6 1 (0.79%) User Experience
6 1 (0.79%) Virtual Team
Operating Systems
1 6 (4.72%) Linux
2 5 (3.94%) Mac OS
2 5 (3.94%) Windows
3 1 (0.79%) Unix
Processes & Methodologies
1 127 (100.00%) Analytics
2 49 (38.58%) Visualisation
3 42 (33.07%) Decision-Making
4 41 (32.28%) Agile Software Development
5 38 (29.92%) Business Intelligence
6 33 (25.98%) Data Visualisation
6 33 (25.98%) Mathematics
7 31 (24.41%) Computer Science
8 30 (23.62%) Risk Management
9 27 (21.26%) Data Management
10 25 (19.69%) DevOps
11 23 (18.11%) Data Science
11 23 (18.11%) Problem-Solving
12 22 (17.32%) Continuous Improvement
13 21 (16.54%) Business Analytics
13 21 (16.54%) ETL
13 21 (16.54%) Statistics
14 19 (14.96%) Data Engineering
14 19 (14.96%) Thought Leadership
15 18 (14.17%) Data-Driven Decision Making
Programming Languages
1 51 (40.16%) SQL
2 27 (21.26%) Python
3 18 (14.17%) Java
3 18 (14.17%) PowerShell
4 15 (11.81%) Scala
5 14 (11.02%) Bash
5 14 (11.02%) C#
6 11 (8.66%) JavaScript
7 5 (3.94%) Perl
7 5 (3.94%) Ruby
7 5 (3.94%) TypeScript
7 5 (3.94%) VB
8 3 (2.36%) R
9 1 (0.79%) C
9 1 (0.79%) C++
9 1 (0.79%) T-SQL
9 1 (0.79%) VBA
Qualifications
1 52 (40.94%) Degree
2 17 (13.39%) Master's Degree
3 15 (11.81%) PhD
4 13 (10.24%) (ISC)2 CCSP
4 13 (10.24%) Cisco Certification
4 13 (10.24%) CISSP
5 8 (6.30%) Computer Science Degree
6 6 (4.72%) AWS Certification
7 5 (3.94%) GCFA
7 5 (3.94%) GCFE
7 5 (3.94%) GCIA
7 5 (3.94%) GCIH
7 5 (3.94%) SANS
8 2 (1.57%) CCSP
Quality Assurance & Compliance
1 18 (14.17%) QA
2 3 (2.36%) GRC
3 2 (1.57%) Data Quality
3 2 (1.57%) GDPR
3 2 (1.57%) GxP
System Software
1 3 (2.36%) Docker
Systems Management
1 7 (5.51%) Terraform
2 3 (2.36%) Ansible
2 3 (2.36%) Kubernetes
3 1 (0.79%) Opscode Chef
3 1 (0.79%) Prometheus
3 1 (0.79%) Puppet
Vendors
1 31 (24.41%) Microsoft
2 18 (14.17%) Databricks
3 11 (8.66%) Teradata
4 4 (3.15%) Cadence
4 4 (3.15%) Splunk
5 3 (2.36%) Google
6 2 (1.57%) NVIDIA
6 2 (1.57%) Oracle
6 2 (1.57%) ServiceNow
7 1 (0.79%) Adobe
7 1 (0.79%) Cognos