Period
to 24 January 2022

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 24 January 2022 with a comparison to the same period in the previous 2 years.

Analytics
England > East of England
6 months to
24 Jan 2022
Same period 2021 Same period 2020
Rank 18 49 56
Rank change year-on-year +31 +7 -4
Permanent jobs citing Analytics 599 117 303
As % of all permanent jobs advertised in the East of England 10.18% 4.86% 4.96%
As % of the Processes & Methodologies category 11.06% 5.35% 5.42%
Number of salaries quoted 143 83 210
10th Percentile £27,500 £32,500 £31,500
25th Percentile £39,000 £41,875 £37,500
Median annual salary (50th Percentile) £52,500 £55,000 £53,750
Median % change year-on-year -4.55% +2.33% +5.39%
75th Percentile £66,125 £70,625 £67,500
90th Percentile £71,250 £97,500 £85,250
England median annual salary £65,000 £62,500 £62,500
% change year-on-year +4.00% - +7.30%

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 5,418 2,187 5,594
As % of all permanent IT jobs advertised in the East of England 92.11% 90.86% 91.61%
Number of salaries quoted 2,552 1,619 3,989
10th Percentile £27,000 £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 £63,750 £62,500
90th Percentile £75,000 £76,250 £77,100
England median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +4.76%

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 24 January 2022.

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 24 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
Hertfordshire +34 315 £50,000 -23.08% 41
Cambridgeshire +11 139 £45,000 -25.00% 23
Essex +25 77 £51,250 +38.29% 12
Bedfordshire +4 53 £55,000 -15.38% 9
Norfolk -9 10 £27,500 -42.11% 4
Suffolk -14 5 £57,500 +161.36% 3
Analytics
England

For the 6 months to 24 January 2022, 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.

1 337 (56.26%) Social Skills
2 268 (44.74%) SQL
3 235 (39.23%) Analytical Skills
4 183 (30.55%) Agile Software Development
5 161 (26.88%) Business Intelligence
6 148 (24.71%) Degree
7 144 (24.04%) Data Analysis
8 140 (23.37%) Data Science
9 132 (22.04%) Visualisation
10 129 (21.54%) Retail
11 125 (20.87%) Data Analytics
12 124 (20.70%) Problem-Solving
13 120 (20.03%) Logistics
14 114 (19.03%) VBA
15 108 (18.03%) Decision-Making
15 108 (18.03%) Organisational Skills
16 106 (17.70%) Python
17 97 (16.19%) Risk Management
17 97 (16.19%) Azure
18 95 (15.86%) Power Platform
19 86 (14.36%) Artificial Intelligence
19 86 (14.36%) Microsoft Excel
20 84 (14.02%) Data Management
20 84 (14.02%) Management Information System
20 84 (14.02%) AWS
21 83 (13.86%) Mathematics
22 80 (13.36%) Life Science
22 80 (13.36%) Big Data
22 80 (13.36%) Finance
23 78 (13.02%) Data Modelling

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 43 (7.18%) Apache Spark
2 18 (3.01%) SAS
3 14 (2.34%) Apache
4 12 (2.00%) Elasticsearch
5 9 (1.50%) Appian
6 8 (1.34%) CMS
7 7 (1.17%) Apache Solr
7 7 (1.17%) OpenStack
8 6 (1.00%) Apache Airflow
8 6 (1.00%) Jupyter
9 5 (0.83%) Confluence
10 4 (0.67%) Adobe Experience Manager
11 2 (0.33%) Apache Synapse
12 1 (0.17%) Drupal
12 1 (0.17%) EPiServer
12 1 (0.17%) Kentico
12 1 (0.17%) SharePoint
12 1 (0.17%) Sitecore CMS
Applications
1 86 (14.36%) Microsoft Excel
2 15 (2.50%) Microsoft Office
3 14 (2.34%) Microsoft PowerPoint
3 14 (2.34%) SPSS
4 1 (0.17%) Microsoft Project
4 1 (0.17%) Weka
Business Applications
1 7 (1.17%) SAP CO
1 7 (1.17%) SAP FI
1 7 (1.17%) SAP FI/CO
2 6 (1.00%) Shopify
3 5 (0.83%) SAP BPC
3 5 (0.83%) Sentinel
4 4 (0.67%) Academy Housing
4 4 (0.67%) Eloqua
5 3 (0.50%) Sprinklr
6 2 (0.33%) SAP Payroll
7 1 (0.17%) Magento
7 1 (0.17%) SAP Business One
Cloud Services
1 97 (16.19%) Azure
2 95 (15.86%) Power Platform
3 84 (14.02%) AWS
4 43 (7.18%) GCP
5 37 (6.18%) Google Analytics
6 34 (5.68%) Serverless
7 30 (5.01%) Azure Data Factory
8 24 (4.01%) Azure Monitor
9 20 (3.34%) Amazon S3
10 19 (3.17%) AWS Lambda
10 19 (3.17%) Azure Synapse Analytics
11 17 (2.84%) Azure Functions
12 14 (2.34%) Amazon CloudWatch
12 14 (2.34%) Microsoft 365
13 13 (2.17%) AWS CloudFormation
13 13 (2.17%) Azure Event Grid
13 13 (2.17%) Power Automate
14 12 (2.00%) GitHub
14 12 (2.00%) Google Tag Manager
15 11 (1.84%) AWS CloudTrail
Communications & Networking
1 13 (2.17%) Cisco IPT
2 9 (1.50%) Internet
3 7 (1.17%) DNS
3 7 (1.17%) FTP
3 7 (1.17%) HTTP
3 7 (1.17%) InfiniBand
3 7 (1.17%) Network Security
3 7 (1.17%) SMTP
3 7 (1.17%) SSL
4 1 (0.17%) Broadband
4 1 (0.17%) Firewall
4 1 (0.17%) Wireless
Database & Business Intelligence
1 80 (13.36%) Big Data
2 78 (13.02%) Power BI
3 68 (11.35%) Data Warehouse
4 65 (10.85%) Tableau
5 47 (7.85%) SQL Server
6 38 (6.34%) Data Lake
7 29 (4.84%) NoSQL
8 24 (4.01%) Enterprise Data Warehouse
9 23 (3.84%) Amazon DynamoDB
10 22 (3.67%) Amazon Redshift
10 22 (3.67%) Hadoop
11 17 (2.84%) Amazon RDS
11 17 (2.84%) Apache Hive
11 17 (2.84%) MySQL
11 17 (2.84%) SQL Server Integration Services
11 17 (2.84%) SQL Server Reporting Services
11 17 (2.84%) Star Schema
12 15 (2.50%) BigQuery
13 14 (2.34%) Apache Cassandra
14 13 (2.17%) Spotfire
Development Applications
1 25 (4.17%) Git (software)
2 18 (3.01%) Jenkins
3 16 (2.67%) JIRA
4 7 (1.17%) GitLab
4 7 (1.17%) Selenium
5 6 (1.00%) Octopus Deploy
5 6 (1.00%) TestRail
6 3 (0.50%) Sonatype Nexus
7 2 (0.33%) Bitbucket
7 2 (0.33%) Eclipse
7 2 (0.33%) Gerrit
7 2 (0.33%) kappa
7 2 (0.33%) MSBuild
7 2 (0.33%) Subversion
7 2 (0.33%) Team Foundation Server
7 2 (0.33%) Visual Studio
7 2 (0.33%) Visual Studio Team System
8 1 (0.17%) PHPUnit
8 1 (0.17%) RubyGems
8 1 (0.17%) TeamCity
General
1 337 (56.26%) Social Skills
2 235 (39.23%) Analytical Skills
3 129 (21.54%) Retail
4 108 (18.03%) Organisational Skills
5 80 (13.36%) Finance
6 78 (13.02%) Marketing
7 76 (12.69%) Inclusion and Diversity
8 62 (10.35%) Law
9 61 (10.18%) Pharmaceutical
10 55 (9.18%) Public Sector
11 31 (5.18%) Manufacturing
12 24 (4.01%) Games
13 21 (3.51%) Presentation Skills
14 20 (3.34%) Publishing
15 17 (2.84%) Advertising
15 17 (2.84%) Legal
16 13 (2.17%) Influencing Skills
17 12 (2.00%) Humanities
18 10 (1.67%) Back Office
19 9 (1.50%) Electronics
Job Titles
1 162 (27.05%) Analyst
2 110 (18.36%) Analytics Manager
3 56 (9.35%) Developer
4 55 (9.18%) Data Engineer
5 49 (8.18%) Supply Chain Manager
6 48 (8.01%) Planning Manager
7 37 (6.18%) Data Manager
8 35 (5.84%) Incident Analyst
8 35 (5.84%) Major Incident Analyst
9 31 (5.18%) Senior Analyst
10 30 (5.01%) Data Analyst
11 29 (4.84%) Architect
12 26 (4.34%) Business Intelligence Developer
13 25 (4.17%) Security Engineer
14 23 (3.84%) Business Intelligence Analyst
15 22 (3.67%) Project Manager
16 17 (2.84%) Senior Manager
17 14 (2.34%) Senior Project Manager
18 13 (2.17%) Cloud Engineer
19 12 (2.00%) Cybersecurity Engineer
Libraries, Frameworks & Software Standards
1 35 (5.84%) Kafka
2 22 (3.67%) HTML
3 20 (3.34%) .NET
4 19 (3.17%) React
5 18 (3.01%) JSON
6 12 (2.00%) CSS
6 12 (2.00%) Node.js
7 10 (1.67%) Shiny
7 10 (1.67%) TensorFlow
8 9 (1.50%) PyTorch
8 9 (1.50%) RESTful
8 9 (1.50%) XML
9 7 (1.17%) AngularJS
9 7 (1.17%) LDAP
9 7 (1.17%) NumPy
9 7 (1.17%) Web Services
10 6 (1.00%) Pandas
10 6 (1.00%) PyQt
10 6 (1.00%) pytest
10 6 (1.00%) REST
Miscellaneous
1 84 (14.02%) Management Information System
2 80 (13.36%) Life Science
3 64 (10.68%) Algorithms
4 47 (7.85%) Self-Motivation
5 46 (7.68%) Social Media
6 17 (2.84%) Robotics
7 14 (2.34%) Cloud Native
8 13 (2.17%) Reference Data
9 11 (1.84%) Cyberattack
9 11 (1.84%) FMCG
10 10 (1.67%) Hedge funds
11 9 (1.50%) Analytical Mindset
11 9 (1.50%) Data Centre
11 9 (1.50%) User Experience
12 8 (1.34%) Public Cloud
12 8 (1.34%) Renewable Energy
12 8 (1.34%) Virtual Team
13 7 (1.17%) Cyberthreat
13 7 (1.17%) Internet of Things
13 7 (1.17%) Security Operations Centre
Operating Systems
1 15 (2.50%) Linux
2 11 (1.84%) Mac OS
3 10 (1.67%) Unix
3 10 (1.67%) Windows
4 3 (0.50%) Windows 10
5 2 (0.33%) VMS
6 1 (0.17%) Android
6 1 (0.17%) Windows 7
6 1 (0.17%) Windows Server
Processes & Methodologies
1 183 (30.55%) Agile Software Development
2 161 (26.88%) Business Intelligence
3 144 (24.04%) Data Analysis
4 140 (23.37%) Data Science
5 132 (22.04%) Visualisation
6 125 (20.87%) Data Analytics
7 124 (20.70%) Problem-Solving
8 120 (20.03%) Logistics
9 108 (18.03%) Decision-Making
10 97 (16.19%) Risk Management
11 86 (14.36%) Artificial Intelligence
12 84 (14.02%) Data Management
13 83 (13.86%) Mathematics
14 78 (13.02%) Data Modelling
15 77 (12.85%) Computer Science
16 75 (12.52%) ETL
17 74 (12.35%) Data Visualisation
18 69 (11.52%) DevOps
19 67 (11.19%) Data Interpretation
19 67 (11.19%) Product Management
Programming Languages
1 268 (44.74%) SQL
2 114 (19.03%) VBA
3 106 (17.70%) Python
4 47 (7.85%) Java
5 40 (6.68%) JavaScript
6 38 (6.34%) C#
6 38 (6.34%) R
7 36 (6.01%) PowerShell
8 21 (3.51%) C
9 20 (3.34%) Bash
10 17 (2.84%) Scala
11 9 (1.50%) Ruby
12 8 (1.34%) TypeScript
13 6 (1.00%) C++
13 6 (1.00%) T-SQL
13 6 (1.00%) VB
14 5 (0.83%) MATLAB
14 5 (0.83%) Perl
15 4 (0.67%) PHP
16 3 (0.50%) Groovy
Qualifications
1 148 (24.71%) Degree
2 51 (8.51%) Security Cleared
3 39 (6.51%) DBS Check
4 24 (4.01%) PhD
5 23 (3.84%) Master's Degree
6 19 (3.17%) Numerate Degree
7 13 (2.17%) (ISC)2 CCSP
7 13 (2.17%) Cisco Certification
7 13 (2.17%) CISSP
8 12 (2.00%) SC Cleared
9 10 (1.67%) Computer Science Degree
10 9 (1.50%) Six Sigma Green Belt
11 7 (1.17%) Microsoft Certification
11 7 (1.17%) TOGAF Certification
12 6 (1.00%) AWS Certification
13 5 (0.83%) GCFA
13 5 (0.83%) GCFE
13 5 (0.83%) GCIA
13 5 (0.83%) GCIH
13 5 (0.83%) SANS
Quality Assurance & Compliance
1 42 (7.01%) SLA
2 40 (6.68%) QA
3 34 (5.68%) GxP
4 32 (5.34%) Data Quality
5 23 (3.84%) GDPR
6 8 (1.34%) 21 CFR Part 11
6 8 (1.34%) HIPAA
7 6 (1.00%) Accessibility
7 6 (1.00%) Actionable Recommendations
8 4 (0.67%) GRC
9 1 (0.17%) Sarbanes-Oxley
9 1 (0.17%) WCAG
System Software
1 21 (3.51%) Docker
2 7 (1.17%) Slurm Workload Manager
3 5 (0.83%) Apache ZooKeeper
4 2 (0.33%) Active Directory
Systems Management
1 23 (3.84%) Kubernetes
2 19 (3.17%) Terraform
3 11 (1.84%) Ansible
3 11 (1.84%) Kibana
4 9 (1.50%) Oracle EDQ
5 5 (0.83%) Mesos
6 3 (0.50%) Puppet
7 2 (0.33%) Consul
7 2 (0.33%) Opscode Chef
8 1 (0.17%) Active Directory Federation Services
8 1 (0.17%) AirWatch
8 1 (0.17%) Docker Swarm
8 1 (0.17%) Microsoft Intune
8 1 (0.17%) Prometheus
8 1 (0.17%) SCCM
8 1 (0.17%) Single Sign-On
Vendors
1 66 (11.02%) Microsoft
2 61 (10.18%) Oracle
3 58 (9.68%) Google
4 44 (7.35%) SAP
5 39 (6.51%) NEC
5 39 (6.51%) Northgate
6 32 (5.34%) Databricks
7 31 (5.18%) Facebook
8 27 (4.51%) MuleSoft
9 17 (2.84%) Salesforce.com
10 14 (2.34%) Splunk
11 12 (2.00%) Adobe
12 11 (1.84%) Teradata
13 10 (1.67%) Apple
14 9 (1.50%) Automation Anywhere
14 9 (1.50%) Saba
15 7 (1.17%) Darktrace
15 7 (1.17%) FireEye
15 7 (1.17%) LogRhythm
15 7 (1.17%) McAfee