Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 18 April 2021

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

Analytics
England > East of England
6 months to
18 Apr 2021		 Same period 2020 Same period 2019
Rank 41 54 55
Rank change year-on-year +13 +1 +23
Permanent jobs citing Analytics 188 261 380
As % of all permanent jobs advertised in the East of England 5.34% 4.98% 4.51%
As % of the Processes & Methodologies category 5.84% 5.48% 5.04%
Number of salaries quoted 105 181 252
10th Percentile £32,500 £32,500 £30,125
25th Percentile £41,250 £36,299 £39,000
Median annual salary (50th Percentile) £55,000 £55,000 £53,500
Median % change year-on-year - +2.80% -2.73%
75th Percentile £68,750 £65,000 £68,906
90th Percentile £97,500 £85,000 £80,000
England median annual salary £60,000 £62,500 £60,000
% change year-on-year -4.00% +4.17% +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 3,218 4,763 7,544
As % of all permanent IT jobs advertised in the East of England 91.47% 90.81% 89.62%
Number of salaries quoted 2,049 3,465 5,745
10th Percentile £30,500 £27,750 £27,500
25th Percentile £37,500 £36,250 £35,000
Median annual salary (50th Percentile) £50,000 £47,750 £47,500
Median % change year-on-year +4.71% +0.53% -5.00%
75th Percentile £65,000 £62,500 £61,250
90th Percentile £78,750 £77,500 £72,500
England median annual salary £55,000 £55,000 £52,500
% 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 18 April 2021.

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 18 April 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
Cambridgeshire +16 92 £60,000 +60.11% 9
Hertfordshire -9 35 £67,500 +12.50% 25
Essex +22 27 £37,060 -1.17% 18
Bedfordshire +6 26 £55,000 -6.78% 5
Norfolk +17 8 £40,000 -9.09% 2
Analytics
England

For the 6 months to 18 April 2021, 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 68 (36.17%) Data Science
2 66 (35.11%) SQL
3 64 (34.04%) Degree
4 58 (30.85%) Business Intelligence
5 52 (27.66%) Data Warehouse
6 51 (27.13%) Python
7 49 (26.06%) Visualisation
8 47 (25.00%) Marketing
9 43 (22.87%) Agile Software Development
10 40 (21.28%) AWS
10 40 (21.28%) Data Analytics
11 38 (20.21%) Big Data
12 36 (19.15%) Tableau
12 36 (19.15%) Analytical Skills
13 35 (18.62%) E-Commerce
14 34 (18.09%) Life Science
15 32 (17.02%) Artificial Intelligence
16 31 (16.49%) ETL
16 31 (16.49%) Data Visualisation
17 29 (15.43%) Problem-Solving
17 29 (15.43%) Data Modelling
17 29 (15.43%) Computer Science
18 28 (14.89%) Data Management
18 28 (14.89%) Power Platform
19 26 (13.83%) Java
19 26 (13.83%) JavaScript
20 25 (13.30%) Mathematics
20 25 (13.30%) Power BI
20 25 (13.30%) Apache Spark
21 24 (12.77%) Google

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 25 (13.30%) Apache Spark
2 8 (4.26%) Apache Airflow
2 8 (4.26%) Luigi
3 4 (2.13%) CMS
4 3 (1.60%) Confluence
4 3 (1.60%) Jupyter
4 3 (1.60%) SAS
5 2 (1.06%) Elasticsearch
6 1 (0.53%) MQSeries
6 1 (0.53%) WordPress
Applications
1 8 (4.26%) Microsoft Excel
1 8 (4.26%) Microsoft Office
2 4 (2.13%) Microsoft PowerPoint
3 3 (1.60%) InVision
3 3 (1.60%) Sketch
4 2 (1.06%) Figma
4 2 (1.06%) Photoshop
5 1 (0.53%) Adobe Illustrator
5 1 (0.53%) Adobe XD
Business Applications
1 1 (0.53%) Oracle ERP
1 1 (0.53%) Shopify
Cloud Services
1 40 (21.28%) AWS
2 28 (14.89%) Power Platform
3 24 (12.77%) Azure
4 18 (9.57%) Google Analytics
5 10 (5.32%) AdWords
6 8 (4.26%) Amazon EMR
6 8 (4.26%) Logic Apps
7 5 (2.66%) GCP
8 4 (2.13%) Amazon EC2
8 4 (2.13%) AWS CloudFormation
9 3 (1.60%) Amazon SageMaker
9 3 (1.60%) AWS Lambda
9 3 (1.60%) Azure Data Factory
9 3 (1.60%) Google Tag Manager
9 3 (1.60%) Microsoft 365
9 3 (1.60%) Serverless
10 2 (1.06%) GitHub
10 2 (1.06%) SaaS
11 1 (0.53%) Amazon S3
11 1 (0.53%) SuccessFactors
Communications & Networking
1 4 (2.13%) Internet
Database & Business Intelligence
1 52 (27.66%) Data Warehouse
2 38 (20.21%) Big Data
3 36 (19.15%) Tableau
4 25 (13.30%) Power BI
5 18 (9.57%) Amazon Redshift
5 18 (9.57%) Snowflake Schema
6 17 (9.04%) Data Lake
6 17 (9.04%) Hadoop
6 17 (9.04%) SQL Server
7 15 (7.98%) Data Mining
7 15 (7.98%) Relational Database
7 15 (7.98%) SQL Server Integration Services
8 13 (6.91%) NoSQL
9 9 (4.79%) PostgreSQL
9 9 (4.79%) Spotfire
9 9 (4.79%) SQL Server Reporting Services
10 8 (4.26%) Apache Cassandra
10 8 (4.26%) Azkaban
10 8 (4.26%) Electronic Patient Records
11 7 (3.72%) QlikView
Development Applications
1 14 (7.45%) Git (software)
2 6 (3.19%) Oracle APEX
3 3 (1.60%) JIRA
4 2 (1.06%) Axure RP
4 2 (1.06%) Jenkins
5 1 (0.53%) Grunt
5 1 (0.53%) gulp
5 1 (0.53%) Mocha
5 1 (0.53%) Subversion
5 1 (0.53%) Visual Studio
5 1 (0.53%) webpack
General
1 47 (25.00%) Marketing
2 23 (12.23%) Finance
3 17 (9.04%) Retail
4 16 (8.51%) Pharmaceutical
5 12 (6.38%) Law
6 9 (4.79%) Humanities
7 7 (3.72%) Back Office
8 6 (3.19%) Manufacturing
9 4 (2.13%) Brand Awareness
9 4 (2.13%) Telecoms
10 3 (1.60%) Advertising
10 3 (1.60%) Electronics
11 1 (0.53%) Games
Job Titles
1 37 (19.68%) Developer
2 22 (11.70%) Architect
3 21 (11.17%) Data Architect
4 17 (9.04%) Analyst
4 17 (9.04%) Data Engineer
5 14 (7.45%) Business Intelligence Developer
5 14 (7.45%) Product Manager
5 14 (7.45%) Senior Developer
6 13 (6.91%) Digital Product Manager
7 12 (6.38%) Enterprise Architect
7 12 (6.38%) Enterprise Data Architect
8 10 (5.32%) Business Developer
8 10 (5.32%) PPC Specialist
8 10 (5.32%) Senior Manager
9 9 (4.79%) Data Science Manager
9 9 (4.79%) Java Developer
9 9 (4.79%) Senior Product Manager
10 7 (3.72%) .NET Developer
10 7 (3.72%) Analytics Manager
10 7 (3.72%) Data Scientist
Libraries, Frameworks & Software Standards
1 17 (9.04%) Kafka
1 17 (9.04%) React
2 16 (8.51%) CSS
3 13 (6.91%) JSON
4 11 (5.85%) .NET
5 10 (5.32%) HTML
6 9 (4.79%) Java SE
6 9 (4.79%) Node.js
6 9 (4.79%) RESTful
7 8 (4.26%) REST
7 8 (4.26%) XML
8 7 (3.72%) ASP.NET
8 7 (3.72%) SOAP
9 6 (3.19%) .NET Framework
9 6 (3.19%) jQuery
9 6 (3.19%) TensorFlow
9 6 (3.19%) Web Services
10 5 (2.66%) HTML5
10 5 (2.66%) Natural Language Processing
11 4 (2.13%) Spark Streaming
Miscellaneous
1 36 (19.15%) Analytical Skills
2 34 (18.09%) Life Science
3 20 (10.64%) Management Information System
4 11 (5.85%) Social Media
5 8 (4.26%) Biotechnology
5 8 (4.26%) Reference Data
6 7 (3.72%) Data Structures
7 6 (3.19%) Greenfield Project
7 6 (3.19%) User Experience
8 4 (2.13%) Algorithms
8 4 (2.13%) Data Centre
8 4 (2.13%) Self-Motivation
9 3 (1.60%) Acoustics
9 3 (1.60%) Cybercrime
10 2 (1.06%) Cyberthreat
10 2 (1.06%) NHS
11 1 (0.53%) FMCG
11 1 (0.53%) Graphic Design
11 1 (0.53%) Pharmacovigilance
11 1 (0.53%) Video\Live Streaming
Operating Systems
1 6 (3.19%) Linux
2 5 (2.66%) Windows
3 2 (1.06%) Mac OS
3 2 (1.06%) Unix
4 1 (0.53%) Android
Processes & Methodologies
1 68 (36.17%) Data Science
2 58 (30.85%) Business Intelligence
3 49 (26.06%) Visualisation
4 43 (22.87%) Agile Software Development
5 40 (21.28%) Data Analytics
6 35 (18.62%) E-Commerce
7 32 (17.02%) Artificial Intelligence
8 31 (16.49%) Data Visualisation
8 31 (16.49%) ETL
9 29 (15.43%) Computer Science
9 29 (15.43%) Data Modelling
9 29 (15.43%) Problem-Solving
10 28 (14.89%) Data Management
11 25 (13.30%) Mathematics
12 23 (12.23%) Decision-Making
13 22 (11.70%) Data Engineering
13 22 (11.70%) DevOps
14 20 (10.64%) Digital Marketing
14 20 (10.64%) Predictive Analytics
15 19 (10.11%) Strategic Planning
Programming Languages
1 66 (35.11%) SQL
2 51 (27.13%) Python
3 26 (13.83%) Java
3 26 (13.83%) JavaScript
4 15 (7.98%) R
5 14 (7.45%) C++
6 10 (5.32%) C#
6 10 (5.32%) Scala
7 9 (4.79%) T-SQL
8 5 (2.66%) C
9 4 (2.13%) PowerShell
10 3 (1.60%) VBA
11 1 (0.53%) ES6
11 1 (0.53%) Go
11 1 (0.53%) JSX
11 1 (0.53%) Julia
11 1 (0.53%) MATLAB
11 1 (0.53%) PHP
11 1 (0.53%) TypeScript
Qualifications
1 64 (34.04%) Degree
2 12 (6.38%) PhD
3 10 (5.32%) Computer Science Degree
4 8 (4.26%) Master's Degree
5 3 (1.60%) SC Cleared
5 3 (1.60%) Security Cleared
6 2 (1.06%) CISM
6 2 (1.06%) CISMP
6 2 (1.06%) CISSP
6 2 (1.06%) SANS
6 2 (1.06%) SSCP
7 1 (0.53%) ISEB
7 1 (0.53%) MBCS
7 1 (0.53%) Postgraduate
Quality Assurance & Compliance
1 16 (8.51%) Data Quality
2 6 (3.19%) GDPR
3 3 (1.60%) QA
4 1 (0.53%) GRC
4 1 (0.53%) HIPAA
4 1 (0.53%) HL7
4 1 (0.53%) ISO 9001
System Software
1 2 (1.06%) Docker
2 1 (0.53%) HDFS
Systems Management
1 1 (0.53%) Kubernetes
1 1 (0.53%) Packer
1 1 (0.53%) Terraform
Vendors
1 24 (12.77%) Google
2 23 (12.23%) Microsoft
3 13 (6.91%) Oracle
4 12 (6.38%) Talend
5 11 (5.85%) Informatica
6 10 (5.32%) Kenshoo
6 10 (5.32%) Marin
6 10 (5.32%) YouTube
7 7 (3.72%) Facebook
8 6 (3.19%) Cloudera
8 6 (3.19%) MuleSoft
9 4 (2.13%) Salesforce.com
9 4 (2.13%) SAP
10 3 (1.60%) Databricks
10 3 (1.60%) Twitter
11 2 (1.06%) IBM
11 2 (1.06%) SYSPRO
12 1 (0.53%) Adobe
12 1 (0.53%) Instagram
12 1 (0.53%) ServiceNow