Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 25 September 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 25 September 2021 with a comparison to the same period in the previous 2 years.

Analytics
England > East of England
6 months to
25 Sep 2021		 Same period 2020 Same period 2019
Rank 26 50 53
Rank change year-on-year +24 +3 +4
Permanent jobs citing Analytics 378 88 340
As % of all permanent jobs advertised in the East of England 7.16% 4.55% 4.82%
As % of the Processes & Methodologies category 7.87% 5.04% 5.33%
Number of salaries quoted 144 76 235
10th Percentile £25,900 £29,250 £31,500
25th Percentile £40,000 £39,375 £40,000
Median annual salary (50th Percentile) £55,000 £53,750 £50,000
Median % change year-on-year +2.33% +7.50% -4.76%
75th Percentile £75,313 £68,750 £68,750
90th Percentile £87,500 £85,000 £73,750
England median annual salary £62,500 £62,500 £57,500
% change year-on-year - +8.70% +4.55%

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 4,802 1,745 6,377
As % of all permanent IT jobs advertised in the East of England 91.00% 90.27% 90.40%
Number of salaries quoted 2,626 1,403 4,716
10th Percentile £27,750 £30,800 £27,281
25th Percentile £36,138 £37,500 £35,500
Median annual salary (50th Percentile) £50,000 £50,000 £48,898
Median % change year-on-year - +2.25% +2.94%
75th Percentile £62,500 £65,000 £61,250
90th Percentile £75,000 £82,500 £73,750
England median annual salary £57,500 £57,500 £52,500
% change year-on-year - +9.52% +2.94%

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 25 September 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 25 September 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 +27 182 £68,750 +19.57% 18
Hertfordshire +13 134 £42,500 -29.17% 32
Essex +18 38 £50,000 -44.44% 13
Bedfordshire -21 14 £47,500 +18.75% 6
Norfolk -20 4 £40,000 -23.81% 5
Suffolk -12 3 - - 2
Analytics
England

For the 6 months to 25 September 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.

1 158 (41.80%) Social Skills
2 137 (36.24%) Visualisation
3 125 (33.07%) Agile Software Development
4 115 (30.42%) SQL
5 108 (28.57%) Business Intelligence
6 103 (27.25%) Degree
7 95 (25.13%) Data Science
8 92 (24.34%) Data Analytics
9 91 (24.07%) Analytical Skills
9 91 (24.07%) Marketing
10 89 (23.54%) Life Science
11 83 (21.96%) Python
12 82 (21.69%) AWS
13 77 (20.37%) Data Warehouse
14 73 (19.31%) Power Platform
15 70 (18.52%) Inclusion and Diversity
15 70 (18.52%) Mathematics
16 69 (18.25%) Management Information System
17 67 (17.72%) Data Modelling
18 64 (16.93%) Computer Science
19 63 (16.67%) Pharmaceutical
20 62 (16.40%) ETL
20 62 (16.40%) Tableau
21 61 (16.14%) Power BI
22 60 (15.87%) Finance
23 55 (14.55%) Law
23 55 (14.55%) Data Visualisation
24 53 (14.02%) Decision-Making
25 51 (13.49%) Google
25 51 (13.49%) Artificial Intelligence

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 34 (8.99%) Apache Spark
2 14 (3.70%) CMS
3 13 (3.44%) Apache Airflow
4 12 (3.17%) Apache
5 11 (2.91%) Apache Solr
6 9 (2.38%) Jupyter
7 7 (1.85%) Appian
8 5 (1.32%) SAS
9 3 (0.79%) Elasticsearch
10 2 (0.53%) Drupal
11 1 (0.26%) Apache Synapse
11 1 (0.26%) ColdFusion
11 1 (0.26%) Confluence
11 1 (0.26%) EPiServer
11 1 (0.26%) Kentico
11 1 (0.26%) OpenStack
11 1 (0.26%) Sitecore CMS
11 1 (0.26%) WordPress
Applications
1 21 (5.56%) Microsoft Excel
2 7 (1.85%) Microsoft PowerPoint
3 6 (1.59%) Microsoft Office
4 3 (0.79%) SPSS
5 1 (0.26%) Acrobat
5 1 (0.26%) Adobe Creative Suite
5 1 (0.26%) Oracle Smart View
5 1 (0.26%) Weka
Business Applications
1 3 (0.79%) Cognos Business Intelligence
1 3 (0.79%) IBM Planning Analytics
2 2 (0.53%) Sentinel
2 2 (0.53%) Shopify
2 2 (0.53%) Sprinklr
3 1 (0.26%) Academy Revenues and Benefits
3 1 (0.26%) iTrent
3 1 (0.26%) Magento
3 1 (0.26%) NetSuite
3 1 (0.26%) Oracle ERP
3 1 (0.26%) Orchard Housing
3 1 (0.26%) SAP Payroll
Cloud Services
1 82 (21.69%) AWS
2 73 (19.31%) Power Platform
3 46 (12.17%) Azure
4 43 (11.38%) Google Analytics
5 23 (6.08%) GCP
6 18 (4.76%) Serverless
7 17 (4.50%) AWS Lambda
7 17 (4.50%) Snowflake
8 16 (4.23%) AWS CloudFormation
9 15 (3.97%) Amazon EMR
10 13 (3.44%) Azure Data Factory
11 11 (2.91%) Amazon S3
12 9 (2.38%) Amazon CloudWatch
12 9 (2.38%) SaaS
13 7 (1.85%) Amazon SQS
13 7 (1.85%) Azure Synapse Analytics
13 7 (1.85%) Power Automate
14 6 (1.59%) Amazon SageMaker
14 6 (1.59%) Azure Sentinel
14 6 (1.59%) npm
Communications & Networking
1 2 (0.53%) Cisco IPT
1 2 (0.53%) DNS
1 2 (0.53%) FTP
1 2 (0.53%) HTTP
1 2 (0.53%) Internet
1 2 (0.53%) Network Security
1 2 (0.53%) SMTP
1 2 (0.53%) SSL
2 1 (0.26%) Broadband
2 1 (0.26%) InfiniBand
Database & Business Intelligence
1 77 (20.37%) Data Warehouse
2 62 (16.40%) Tableau
3 61 (16.14%) Power BI
4 40 (10.58%) Amazon Redshift
5 38 (10.05%) Big Data
6 25 (6.61%) Enterprise Data Warehouse
6 25 (6.61%) NoSQL
7 24 (6.35%) SQL Server
8 22 (5.82%) Apache Hive
9 21 (5.56%) MySQL
9 21 (5.56%) Spotfire
10 20 (5.29%) Data Lake
11 18 (4.76%) Amazon Aurora
11 18 (4.76%) BusinessObjects
11 18 (4.76%) Hadoop
11 18 (4.76%) PostgreSQL
11 18 (4.76%) Star Schema
12 17 (4.50%) Electronic Patient Records
13 16 (4.23%) Data Mining
14 15 (3.97%) Oracle Reports
Development Applications
1 23 (6.08%) Jenkins
2 15 (3.97%) Git (software)
3 13 (3.44%) JIRA
4 6 (1.59%) GitLab
4 6 (1.59%) Octopus Deploy
4 6 (1.59%) TestRail
5 5 (1.32%) Sonatype Nexus
6 3 (0.79%) Oracle APEX
7 2 (0.53%) kappa
8 1 (0.26%) ERwin
8 1 (0.26%) Jasmine
8 1 (0.26%) JUnit
8 1 (0.26%) Karma Test Runner
8 1 (0.26%) NUnit
8 1 (0.26%) RStudio
8 1 (0.26%) Team Foundation Server
8 1 (0.26%) Visual Website Optimizer
8 1 (0.26%) webpack
General
1 158 (41.80%) Social Skills
2 91 (24.07%) Analytical Skills
2 91 (24.07%) Marketing
3 70 (18.52%) Inclusion and Diversity
4 63 (16.67%) Pharmaceutical
5 60 (15.87%) Finance
6 55 (14.55%) Law
7 31 (8.20%) Advertising
8 26 (6.88%) Manufacturing
9 25 (6.61%) Retail
10 21 (5.56%) Games
11 19 (5.03%) Humanities
12 15 (3.97%) Influencing Skills
13 14 (3.70%) Legal
14 13 (3.44%) Presentation Skills
14 13 (3.44%) Publishing
15 11 (2.91%) Organisational Skills
16 7 (1.85%) Spanish Language
17 6 (1.59%) Police
18 5 (1.32%) Back Office
Job Titles
1 73 (19.31%) Analyst
2 50 (13.23%) Developer
3 31 (8.20%) Data Analyst
4 25 (6.61%) Data Engineer
5 21 (5.56%) Marketing Executive
6 20 (5.29%) Architect
7 16 (4.23%) Data Manager
8 15 (3.97%) Business Intelligence Developer
8 15 (3.97%) Product Manager
8 15 (3.97%) Senior Manager
9 14 (3.70%) Senior Analyst
10 12 (3.17%) Business Intelligence Analyst
10 12 (3.17%) Digital Product Manager
10 12 (3.17%) Lead Developer
10 12 (3.17%) Product Owner
11 11 (2.91%) Senior Developer
12 9 (2.38%) Data Architect
12 9 (2.38%) Full Stack Developer
12 9 (2.38%) Python Engineer
12 9 (2.38%) QA Analyst
Libraries, Frameworks & Software Standards
1 21 (5.56%) HTML
2 20 (5.29%) React
3 15 (3.97%) CSS
3 15 (3.97%) RESTful
3 15 (3.97%) Shiny
4 14 (3.70%) .NET
4 14 (3.70%) Kafka
5 11 (2.91%) Web Services
6 10 (2.65%) NumPy
7 9 (2.38%) Pandas
8 8 (2.12%) TensorFlow
9 7 (1.85%) REST
9 7 (1.85%) Sass
10 6 (1.59%) Dask
10 6 (1.59%) PyQt
10 6 (1.59%) pytest
10 6 (1.59%) Redux
10 6 (1.59%) Software Packaging
10 6 (1.59%) Sphinx
10 6 (1.59%) Tkinter
Miscellaneous
1 89 (23.54%) Life Science
2 69 (18.25%) Management Information System
3 50 (13.23%) Social Media
4 26 (6.88%) User Experience
5 21 (5.56%) Reference Data
6 20 (5.29%) Digital Media
7 16 (4.23%) Algorithms
8 10 (2.65%) Greenfield Project
9 9 (2.38%) Biotechnology
9 9 (2.38%) Robotics
10 7 (1.85%) Media Streaming
10 7 (1.85%) Self-Motivation
11 6 (1.59%) Legacy Systems
11 6 (1.59%) Pharmacovigilance
12 5 (1.32%) Data Structures
12 5 (1.32%) FMCG
12 5 (1.32%) Hedge funds
13 4 (1.06%) Online Games
14 3 (0.79%) NHS
15 2 (0.53%) AS400
Operating Systems
1 12 (3.17%) Unix
2 11 (2.91%) Linux
3 8 (2.12%) Mac OS
4 3 (0.79%) Apple iOS
4 3 (0.79%) Windows
5 2 (0.53%) Android
5 2 (0.53%) VMS
6 1 (0.26%) Mac OS X
Processes & Methodologies
1 137 (36.24%) Visualisation
2 125 (33.07%) Agile Software Development
3 108 (28.57%) Business Intelligence
4 95 (25.13%) Data Science
5 92 (24.34%) Data Analytics
6 70 (18.52%) Mathematics
7 67 (17.72%) Data Modelling
8 64 (16.93%) Computer Science
9 62 (16.40%) ETL
10 55 (14.55%) Data Visualisation
11 53 (14.02%) Decision-Making
12 51 (13.49%) Artificial Intelligence
13 48 (12.70%) Data Management
14 44 (11.64%) Data Analysis
14 44 (11.64%) Problem-Solving
15 42 (11.11%) Scrum
16 40 (10.58%) Digital Marketing
17 37 (9.79%) DevOps
18 36 (9.52%) SEO
19 34 (8.99%) Time Management
Programming Languages
1 115 (30.42%) SQL
2 83 (21.96%) Python
3 34 (8.99%) R
4 31 (8.20%) Java
5 30 (7.94%) JavaScript
6 14 (3.70%) C#
7 13 (3.44%) PowerShell
8 11 (2.91%) C
9 8 (2.12%) Bash Shell
9 8 (2.12%) TypeScript
10 6 (1.59%) ES7
10 6 (1.59%) PL/1
11 5 (1.32%) Groovy
11 5 (1.32%) VBA
12 4 (1.06%) Scala
13 3 (0.79%) Go
13 3 (0.79%) Java 8
13 3 (0.79%) MATLAB
13 3 (0.79%) Perl
13 3 (0.79%) Ruby
Qualifications
1 103 (27.25%) Degree
2 26 (6.88%) PhD
3 24 (6.35%) Master's Degree
4 17 (4.50%) Numerate Degree
5 9 (2.38%) Computer Science Degree
6 7 (1.85%) Six Sigma Green Belt
7 2 (0.53%) (ISC)2 CCSP
7 2 (0.53%) AWS Certification
7 2 (0.53%) CCSP
7 2 (0.53%) Cisco Certification
7 2 (0.53%) CISSP
7 2 (0.53%) GCFA
7 2 (0.53%) GCFE
7 2 (0.53%) GCIA
7 2 (0.53%) GCIH
7 2 (0.53%) ISEB
7 2 (0.53%) MBCS
7 2 (0.53%) Microsoft Certification
7 2 (0.53%) SANS
7 2 (0.53%) TOGAF Certification
Quality Assurance & Compliance
1 27 (7.14%) Data Quality
1 27 (7.14%) GDPR
1 27 (7.14%) QA
2 15 (3.97%) GxP
3 6 (1.59%) 21 CFR Part 11
3 6 (1.59%) HIPAA
4 4 (1.06%) Good Clinical Practice
4 4 (1.06%) GRC
5 3 (0.79%) Accessibility
6 2 (0.53%) Actionable Recommendations
7 1 (0.26%) ISO 9001
7 1 (0.26%) SLA
System Software
1 22 (5.82%) Docker
2 10 (2.65%) Apache ZooKeeper
3 1 (0.26%) Slurm Workload Manager
Systems Management
1 21 (5.56%) Kubernetes
2 13 (3.44%) Oracle EDQ
3 12 (3.17%) Terraform
4 10 (2.65%) Mesos
5 6 (1.59%) Ansible
6 2 (0.53%) Hadoop YARN
7 1 (0.26%) Consul
7 1 (0.26%) Packer
Vendors
1 51 (13.49%) Google
2 42 (11.11%) Oracle
3 34 (8.99%) Microsoft
4 27 (7.14%) Instagram
5 26 (6.88%) SAP
6 25 (6.61%) Facebook
7 20 (5.29%) Apple
7 20 (5.29%) Talend
8 16 (4.23%) Saba
9 15 (3.97%) MuleSoft
10 13 (3.44%) Salesforce.com
11 11 (2.91%) Teradata
12 10 (2.65%) Databricks
13 9 (2.38%) CA Agile Central
13 9 (2.38%) Splunk
14 7 (1.85%) Adobe
14 7 (1.85%) Automation Anywhere
14 7 (1.85%) Informatica
14 7 (1.85%) MicroStrategy
15 6 (1.59%) YouTube