Period
to 11 August 2020

The following table provides summary statistics for permanent job vacancies advertised in the East of England with a requirement for Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytics over the 6 months to 11 August 2020 with a comparison to the same period in the previous 2 years.

Analytics
England > East of England
6 months to
11 Aug 2020
Same period 2019 Same period 2018
Rank 45 53 59
Rank change year-on-year +8 +6 +48
Permanent jobs citing Analytics 143 323 530
As % of all permanent jobs advertised in the East of England 5.07% 4.45% 4.53%
As % of the Processes & Methodologies category 5.64% 4.99% 4.97%
Number of salaries quoted 118 208 347
Median annual salary £50,000 £50,000 £55,000
Median salary % change year-on-year - -9.09% +17.02%
10th Percentile £32,500 £35,000 £31,250
90th Percentile £75,000 £73,750 £76,250
England median annual salary £60,000 £60,000 £55,000
% change year-on-year - +9.09% -

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 2,536 6,471 10,667
As % of all permanent IT jobs advertised in the East of England 89.93% 89.17% 91.18%
Number of salaries quoted 1,918 4,809 7,863
Median annual salary £47,500 £50,000 £47,500
Median salary % change year-on-year -5.00% +5.26% +5.56%
10th Percentile £28,750 £27,500 £27,000
90th Percentile £81,250 £73,750 £72,500
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

Analytics
Job Vacancy Trend in the East of England

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

Job vacancy trend for Analytics in the East of England

Analytics
Salary Trend in the East of England

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

Salary trend for Analytics in the East of England

Analytics
Salary Histogram in the East of England

Salary distribution for jobs citing Analytics in the East of England over the 6 months to 11 August 2020.

Salary histogram for Analytics in the East of England

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 Analytics within the East of England region over the 6 months to 11 August 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 +20 55 £60,000 +26.32% 7
Cambridgeshire +12 51 £48,000 -4.00% 10
Bedfordshire +8 12 £40,000 -38.46% 2
Essex +1 12 £45,844 +7.87% 3
Suffolk +25 8 £37,500 -7.41% 2
Norfolk +12 5 £17,500 -65.06% 3
Analytics
England

For the 6 months to 11 August 2020, IT jobs citing 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 Analytics.

1 77 (53.85%) SQL
2 59 (41.26%) SQL Server
3 55 (38.46%) Microsoft
4 44 (30.77%) Python
5 41 (28.67%) Degree
6 40 (27.97%) Azure
7 37 (25.87%) AWS
7 37 (25.87%) Business Intelligence
8 36 (25.17%) Data Warehouse
9 35 (24.48%) SQL Server Integration Services
10 34 (23.78%) Data Science
11 32 (22.38%) Problem-Solving
11 32 (22.38%) Data Analytics
12 31 (21.68%) DevOps
12 31 (21.68%) Analytical Skills
13 30 (20.98%) Management Information System
14 28 (19.58%) PostgreSQL
15 27 (18.88%) Visualisation
15 27 (18.88%) Big Data
16 26 (18.18%) Finance
16 26 (18.18%) Agile Software Development
16 26 (18.18%) ETL
16 26 (18.18%) C++
16 26 (18.18%) .NET
17 24 (16.78%) Data Modelling
18 23 (16.08%) Computer Science
19 22 (15.38%) SQL Server Reporting Services
20 21 (14.69%) C#
21 20 (13.99%) Microsoft Excel
21 20 (13.99%) Data Visualisation

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 15 (10.49%) Apache Spark
2 10 (6.99%) Apache Airflow
2 10 (6.99%) Luigi
3 3 (2.10%) Oracle SOA Suite
4 2 (1.40%) Apache
5 1 (0.70%) Apache Pig
5 1 (0.70%) Elasticsearch
5 1 (0.70%) nginx
Applications
1 20 (13.99%) Microsoft Excel
2 2 (1.40%) Microsoft Office
3 1 (0.70%) InVision
Business Applications
1 5 (3.50%) NetSuite
2 2 (1.40%) Dynamics AX
3 1 (0.70%) Magento
3 1 (0.70%) Summit
Cloud Services
1 40 (27.97%) Azure
2 37 (25.87%) AWS
3 18 (12.59%) Power Platform
4 14 (9.79%) Amazon EMR
5 12 (8.39%) Azure Data Factory
6 10 (6.99%) Amazon EC2
6 10 (6.99%) Logic Apps
7 6 (4.20%) GCP
8 5 (3.50%) Dynamics 365
8 5 (3.50%) PaaS
9 4 (2.80%) Amazon SQS
10 3 (2.10%) Amazon S3
11 2 (1.40%) AWS Lambda
11 2 (1.40%) Serverless
12 1 (0.70%) Amazon Cognito
12 1 (0.70%) GitHub
12 1 (0.70%) Google Analytics
12 1 (0.70%) Google Tag Manager
12 1 (0.70%) Office 365
12 1 (0.70%) SaaS
Communications & Networking
1 1 (0.70%) Firewall
1 1 (0.70%) WebEx
Database & Business Intelligence
1 59 (41.26%) SQL Server
2 36 (25.17%) Data Warehouse
3 35 (24.48%) SQL Server Integration Services
4 28 (19.58%) PostgreSQL
5 27 (18.88%) Big Data
6 22 (15.38%) SQL Server Reporting Services
7 19 (13.29%) NoSQL
8 18 (12.59%) Power BI
9 16 (11.19%) Amazon Redshift
10 14 (9.79%) Relational Database
11 13 (9.09%) Hadoop
11 13 (9.09%) MySQL
12 11 (7.69%) Azure SQL Database
13 10 (6.99%) Amazon RDS
13 10 (6.99%) Apache Cassandra
13 10 (6.99%) Azkaban
14 9 (6.29%) MS Access
15 8 (5.59%) Data Lake
15 8 (5.59%) MongoDB
16 6 (4.20%) Spotfire
Development Applications
1 6 (4.20%) Git (software)
2 5 (3.50%) Jenkins
3 3 (2.10%) Sonatype Nexus
4 1 (0.70%) Artifactory
4 1 (0.70%) Axure RP
4 1 (0.70%) CircleCI
4 1 (0.70%) ESLint
4 1 (0.70%) JIRA
4 1 (0.70%) Spinnaker
4 1 (0.70%) TeamCity
General
1 26 (18.18%) Finance
2 12 (8.39%) Pharmaceutical
3 8 (5.59%) Manufacturing
4 5 (3.50%) Advertising
4 5 (3.50%) Marketing
5 3 (2.10%) Local Government
6 2 (1.40%) Banking
6 2 (1.40%) Retail
7 1 (0.70%) Back Office
7 1 (0.70%) Housing Association
7 1 (0.70%) Legal
Job Titles
1 49 (34.27%) Developer
2 28 (19.58%) Analyst
3 23 (16.08%) Business Intelligence Developer
4 19 (13.29%) Data Engineer
5 15 (10.49%) Architect
6 14 (9.79%) SQL Developer
7 11 (7.69%) .NET Developer
7 11 (7.69%) C# .NET Developer
7 11 (7.69%) C# Developer
8 10 (6.99%) Business Developer
8 10 (6.99%) Data Architect
8 10 (6.99%) Senior Business Intelligence Developer
8 10 (6.99%) Senior Developer
9 9 (6.29%) ASP.NET Developer
9 9 (6.29%) Backend Developer
9 9 (6.29%) C# ASP.NET Developer
9 9 (6.29%) Senior Data Engineer
10 7 (4.90%) Data Analyst
10 7 (4.90%) ETL Analyst
10 7 (4.90%) Product Manager
Libraries, Frameworks & Software Standards
1 26 (18.18%) .NET
2 11 (7.69%) ASP.NET
2 11 (7.69%) Spark Streaming
3 10 (6.99%) Kafka
4 9 (6.29%) CSS
4 9 (6.29%) HTML
5 7 (4.90%) .NET Core
5 7 (4.90%) AngularJS
5 7 (4.90%) JSON
6 6 (4.20%) HTML5
6 6 (4.20%) RESTful
6 6 (4.20%) Web Services
6 6 (4.20%) XML
7 5 (3.50%) .NET Framework
7 5 (3.50%) D3.js
7 5 (3.50%) LINQ
7 5 (3.50%) Node.js
7 5 (3.50%) XSLT
8 4 (2.80%) MDX
8 4 (2.80%) React
Miscellaneous
1 31 (21.68%) Analytical Skills
2 30 (20.98%) Management Information System
3 18 (12.59%) User Experience
4 16 (11.19%) Algorithms
5 15 (10.49%) Data Structures
6 12 (8.39%) Data Centre
7 6 (4.20%) Greenfield Project
8 5 (3.50%) Embedded Systems
9 2 (1.40%) Mobile App
9 2 (1.40%) NHS
9 2 (1.40%) Social Media
10 1 (0.70%) Public Cloud
10 1 (0.70%) Security Operations Centre
Operating Systems
1 15 (10.49%) Linux
2 3 (2.10%) Unix
3 1 (0.70%) Windows
Processes & Methodologies
1 37 (25.87%) Business Intelligence
2 34 (23.78%) Data Science
3 32 (22.38%) Data Analytics
3 32 (22.38%) Problem-Solving
4 31 (21.68%) DevOps
5 27 (18.88%) Visualisation
6 26 (18.18%) Agile Software Development
6 26 (18.18%) ETL
7 24 (16.78%) Data Modelling
8 23 (16.08%) Computer Science
9 20 (13.99%) Data Visualisation
10 19 (13.29%) Performance Metrics
11 18 (12.59%) Data Architecture
11 18 (12.59%) Mathematics
12 17 (11.89%) Machine Learning
12 17 (11.89%) Project Management
13 16 (11.19%) Workflow
14 15 (10.49%) Actionable Insight
14 15 (10.49%) Statistics
14 15 (10.49%) Workflow Management
Programming Languages
1 77 (53.85%) SQL
2 44 (30.77%) Python
3 26 (18.18%) C++
4 21 (14.69%) C#
5 17 (11.89%) Scala
6 16 (11.19%) Java
6 16 (11.19%) R
7 13 (9.09%) JavaScript
8 10 (6.99%) VB
8 10 (6.99%) VBA
9 9 (6.29%) PHP
10 6 (4.20%) Go
11 4 (2.80%) C
11 4 (2.80%) T-SQL
12 2 (1.40%) Shell Script
13 1 (0.70%) Bash Shell
13 1 (0.70%) ES6
13 1 (0.70%) MATLAB
13 1 (0.70%) Rust
13 1 (0.70%) TypeScript
Qualifications
1 41 (28.67%) Degree
2 11 (7.69%) Computer Science Degree
3 7 (4.90%) PhD
4 5 (3.50%) ITIL Foundation Certificate
5 3 (2.10%) AWS Certification
6 2 (1.40%) CISSP
6 2 (1.40%) HND
7 1 (0.70%) CCNA
7 1 (0.70%) CCNP
7 1 (0.70%) CISA
7 1 (0.70%) Cisco Certification
7 1 (0.70%) CREST Certified
7 1 (0.70%) GCIA
7 1 (0.70%) GCIH
Quality Assurance & Compliance
1 5 (3.50%) GxP
2 3 (2.10%) QA
3 1 (0.70%) Data Quality
3 1 (0.70%) PMO
3 1 (0.70%) SLA
System Software
1 3 (2.10%) Docker
2 1 (0.70%) HDFS
Systems Management
1 3 (2.10%) Ansible
2 2 (1.40%) Grafana
3 1 (0.70%) Kubernetes
3 1 (0.70%) Mesos
3 1 (0.70%) Nagios
3 1 (0.70%) Prometheus
3 1 (0.70%) Puppet
3 1 (0.70%) QRadar
3 1 (0.70%) Terraform
3 1 (0.70%) ZABBIX
Vendors
1 55 (38.46%) Microsoft
2 17 (11.89%) Tableau
3 7 (4.90%) Google
4 6 (4.20%) Oracle
5 5 (3.50%) JD Edwards
6 4 (2.80%) Databricks
7 3 (2.10%) MicroStrategy
7 3 (2.10%) Talend
7 3 (2.10%) TIBCO
8 2 (1.40%) Atlassian
8 2 (1.40%) Percona
8 2 (1.40%) Splunk
9 1 (0.70%) Adobe
9 1 (0.70%) Capita
9 1 (0.70%) Cognos
9 1 (0.70%) Informatica