Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 8 December 2021

The following table provides summary statistics for permanent job vacancies advertised in Buckinghamshire 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 8 December 2021 with a comparison to the same period in the previous 2 years.

Analytics
South East > Buckinghamshire
6 months to
8 Dec 2021		 Same period 2020 Same period 2019
Rank 15 38 80
Rank change year-on-year +23 +42 +24
Permanent jobs citing Analytics 199 33 70
As % of all permanent jobs advertised in Buckinghamshire 12.90% 4.77% 3.34%
As % of the Processes & Methodologies category 13.73% 5.31% 3.68%
Number of salaries quoted 41 31 56
10th Percentile £37,500 £26,250 £27,500
25th Percentile £42,500 £38,000 £41,250
Median annual salary (50th Percentile) £50,000 £50,000 £58,750
Median % change year-on-year - -14.89% +14.63%
75th Percentile £67,500 £58,125 £70,000
90th Percentile £81,250 £73,750 £79,375
South East median annual salary £57,500 £55,000 £55,000
% change year-on-year +4.55% - +4.76%

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 Buckinghamshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Buckinghamshire
Permanent vacancies with a requirement for process or methodology skills 1,449 622 1,904
As % of all permanent IT jobs advertised in Buckinghamshire 93.91% 89.88% 90.93%
Number of salaries quoted 917 495 1,517
10th Percentile £27,750 £31,250 £28,750
25th Percentile £37,500 £40,250 £36,250
Median annual salary (50th Percentile) £50,000 £50,000 £50,000
75th Percentile £63,750 £63,750 £60,000
90th Percentile £75,000 £72,500 £71,398
South East median annual salary £55,000 £51,000 £50,000
% change year-on-year +7.84% +2.00% +5.26%

Analytics
Job Vacancy Trend in Buckinghamshire

Job postings citing Analytics as a proportion of all IT jobs advertised in Buckinghamshire.

Job vacancy trend for Analytics in Buckinghamshire

Analytics
Salary Trend in Buckinghamshire

3-month moving average salary quoted in jobs citing Analytics in Buckinghamshire.

Salary trend for Analytics in Buckinghamshire

Analytics
Salary Histogram in Buckinghamshire

Salary distribution for jobs citing Analytics in Buckinghamshire over the 6 months to 8 December 2021.

Salary histogram for Analytics in Buckinghamshire

Analytics
Job Locations in Buckinghamshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytics within the Buckinghamshire region over the 6 months to 8 December 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
Milton Keynes +16 92 £50,000 -9.09% 10
Marlow -4 65 £77,500 +181.82%
High Wycombe -8 4 £47,500 -5.00% 3
Iver - 3 - -
Gerrards Cross - 3 £70,000 -
Chesham - 2 - -
Aylesbury - 2 - - 3
Beaconsfield - 1 - -
Analytics
South East

For the 6 months to 8 December 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 Buckinghamshire region with a requirement for Analytics.

1 118 (59.30%) Azure
2 113 (56.78%) DevOps
3 83 (41.71%) Microsoft
4 77 (38.69%) Agile Software Development
5 72 (36.18%) Active Directory
6 70 (35.18%) Cybersecurity
7 68 (34.17%) Problem-Solving
8 63 (31.66%) Social Skills
9 62 (31.16%) Windows
10 54 (27.14%) SQL
11 53 (26.63%) AWS
12 50 (25.13%) Data Analytics
12 50 (25.13%) Software Licensing
13 49 (24.62%) SQL Server
14 46 (23.12%) Jenkins
14 46 (23.12%) Organisational Skills
15 45 (22.61%) Public Cloud
16 43 (21.61%) Analytical Skills
16 43 (21.61%) Serverless
17 42 (21.11%) Scrum
17 42 (21.11%) PaaS
18 41 (20.60%) IaaS
19 37 (18.59%) VMware Infrastructure
19 37 (18.59%) VMware
19 37 (18.59%) Citrix
20 36 (18.09%) .NET
20 36 (18.09%) Linux
21 35 (17.59%) Business Intelligence
21 35 (17.59%) Time Management
22 33 (16.58%) User Experience

Analytics
Co-occurring IT Skills in Buckinghamshire 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 17 (8.54%) Cloud Foundry
2 15 (7.54%) CMS
3 7 (3.52%) Elasticsearch
4 4 (2.01%) Apache Spark
5 3 (1.51%) Apache
5 3 (1.51%) Jupyter
6 2 (1.01%) Apache Airflow
7 1 (0.50%) Apache Solr
7 1 (0.50%) Confluence
7 1 (0.50%) Drupal
Applications
1 16 (8.04%) Campfire
2 15 (7.54%) Microsoft Excel
3 11 (5.53%) Microsoft Office
4 3 (1.51%) Microsoft PowerPoint
5 2 (1.01%) SPSS
Business Applications
1 5 (2.51%) NetSuite
2 3 (1.51%) Sentinel
3 1 (0.50%) Salesforce.com CRM
3 1 (0.50%) SAP BPC
Cloud Services
1 118 (59.30%) Azure
2 53 (26.63%) AWS
3 43 (21.61%) Serverless
4 42 (21.11%) PaaS
5 41 (20.60%) IaaS
6 32 (16.08%) Power Platform
7 24 (12.06%) Azure Active Directory
7 24 (12.06%) SaaS
8 22 (11.06%) Cloud Computing
9 20 (10.05%) Azure Service Bus
10 19 (9.55%) GitHub
11 18 (9.05%) Azure App Service
11 18 (9.05%) Azure Storage
12 17 (8.54%) Azure ExpressRoute
13 13 (6.53%) Azure Data Factory
14 11 (5.53%) npm
15 8 (4.02%) AWS Lambda
16 7 (3.52%) Amazon CloudWatch
16 7 (3.52%) Amazon S3
16 7 (3.52%) AWS CloudTrail
Communications & Networking
1 20 (10.05%) Firewall
2 17 (8.54%) DNS
2 17 (8.54%) VPN
3 16 (8.04%) Broadband
4 4 (2.01%) Cisco IPT
5 1 (0.50%) Internet
5 1 (0.50%) VLAN
Database & Business Intelligence
1 49 (24.62%) SQL Server
2 31 (15.58%) Power BI
3 26 (13.07%) Big Data
4 22 (11.06%) Data Warehouse
5 11 (5.53%) Azure SQL Database
5 11 (5.53%) Data Lake
6 10 (5.03%) NoSQL
7 7 (3.52%) Enterprise Data Warehouse
7 7 (3.52%) SQL Server Reporting Services
7 7 (3.52%) Tableau
8 6 (3.02%) Power Query
8 6 (3.02%) SQL Server Analysis Services
8 6 (3.02%) SQL Server Integration Services
9 4 (2.01%) Amazon Athena
9 4 (2.01%) Amazon DynamoDB
9 4 (2.01%) Amazon RDS
9 4 (2.01%) Amazon Redshift
9 4 (2.01%) Electronic Patient Records
10 3 (1.51%) GIS
10 3 (1.51%) Relational Database
Development Applications
1 46 (23.12%) Jenkins
2 27 (13.57%) Git (software)
3 23 (11.56%) JIRA
4 17 (8.54%) Team Foundation Server
4 17 (8.54%) Visual Studio Team System
5 12 (6.03%) ESLint
6 3 (1.51%) GitLab
6 3 (1.51%) Octopus Deploy
6 3 (1.51%) TestRail
7 2 (1.01%) Cucumber
7 2 (1.01%) Gradle
7 2 (1.01%) kappa
7 2 (1.01%) Maven
8 1 (0.50%) Atlassian Bamboo
8 1 (0.50%) Bitbucket
8 1 (0.50%) git-flow
8 1 (0.50%) PhpStorm
8 1 (0.50%) PHPUnit
8 1 (0.50%) RubyGems
8 1 (0.50%) Xdebug
General
1 63 (31.66%) Social Skills
2 46 (23.12%) Organisational Skills
3 43 (21.61%) Analytical Skills
4 30 (15.08%) Finance
5 18 (9.05%) Marketing
6 14 (7.04%) Retail
7 5 (2.51%) Banking
8 4 (2.01%) Inclusion and Diversity
9 3 (1.51%) Pharmaceutical
9 3 (1.51%) Police
9 3 (1.51%) Presentation Skills
9 3 (1.51%) Publishing
10 2 (1.01%) Influencing Skills
10 2 (1.01%) Law
10 2 (1.01%) Public Sector
11 1 (0.50%) Documentation Skills
11 1 (0.50%) Financial Institution
11 1 (0.50%) Games
11 1 (0.50%) Manufacturing
11 1 (0.50%) Wearables
Job Titles
1 53 (26.63%) Developer
2 28 (14.07%) Cloud Engineer
3 24 (12.06%) Architect
4 21 (10.55%) Full Stack Developer
4 21 (10.55%) Lead Developer
5 19 (9.55%) Azure Architect
6 18 (9.05%) Analyst
7 14 (7.04%) Consultant
8 13 (6.53%) Cloud Consultant
9 11 (5.53%) Data Engineer
9 11 (5.53%) Solutions Architect
10 9 (4.52%) Data Analyst
10 9 (4.52%) Front End Developer (Client-Side Developer)
10 9 (4.52%) Security Engineer
11 6 (3.02%) Business Intelligence Developer
11 6 (3.02%) Senior Developer
11 6 (3.02%) Software Developer
12 5 (2.51%) Administrator
12 5 (2.51%) Cybersecurity Engineer
13 4 (2.01%) Azure Engineer
Libraries, Frameworks & Software Standards
1 36 (18.09%) .NET
2 23 (11.56%) RESTful
2 23 (11.56%) Web Services
3 20 (10.05%) .NET Core
4 19 (9.55%) ActiveMQ
5 17 (8.54%) RabbitMQ
5 17 (8.54%) SOAP
6 16 (8.04%) HTML
7 15 (7.54%) CSS
8 12 (6.03%) AngularJS
8 12 (6.03%) Sass
9 7 (3.52%) Elastic Stack
9 7 (3.52%) JSON
10 5 (2.51%) Kafka
11 4 (2.01%) NumPy
11 4 (2.01%) Pandas
11 4 (2.01%) React
12 3 (1.51%) PyQt
12 3 (1.51%) Software Packaging
12 3 (1.51%) Sphinx
Miscellaneous
1 45 (22.61%) Public Cloud
2 33 (16.58%) User Experience
3 16 (8.04%) Management Information System
4 12 (6.03%) Data Structures
5 7 (3.52%) Life Science
6 5 (2.51%) Algorithms
6 5 (2.51%) Analytical Mindset
7 4 (2.01%) Self-Motivation
8 1 (0.50%) Blog
8 1 (0.50%) CUDA
8 1 (0.50%) Internet of Things
8 1 (0.50%) Robotics
8 1 (0.50%) Social Media
8 1 (0.50%) Virtual Team
Operating Systems
1 62 (31.16%) Windows
2 36 (18.09%) Linux
3 17 (8.54%) VMS
4 6 (3.02%) Mac OS
5 4 (2.01%) Unix
6 1 (0.50%) CentOS
6 1 (0.50%) Red Hat Enterprise Linux
6 1 (0.50%) Ubuntu
Processes & Methodologies
1 113 (56.78%) DevOps
2 77 (38.69%) Agile Software Development
3 70 (35.18%) Cybersecurity
4 68 (34.17%) Problem-Solving
5 50 (25.13%) Data Analytics
5 50 (25.13%) Software Licensing
6 42 (21.11%) Scrum
7 35 (17.59%) Business Intelligence
7 35 (17.59%) Time Management
8 33 (16.58%) Presales
9 31 (15.58%) Customer Engagement
10 28 (14.07%) Machine Learning
11 27 (13.57%) Data Science
12 25 (12.56%) Full Stack Development
12 25 (12.56%) Infrastructure as Code
12 25 (12.56%) Mentoring
12 25 (12.56%) Visualisation
13 23 (11.56%) Data Analysis
14 22 (11.06%) Artificial Intelligence
14 22 (11.06%) Information Management
Programming Languages
1 54 (27.14%) SQL
2 30 (15.08%) Python
3 16 (8.04%) C#
4 12 (6.03%) T-SQL
5 11 (5.53%) TypeScript
6 10 (5.03%) C
6 10 (5.03%) PowerShell
7 9 (4.52%) JavaScript
8 8 (4.02%) Java
9 7 (3.52%) Bash Shell
10 6 (3.02%) Data Analysis Expressions (DAX)
11 5 (2.51%) PHP
11 5 (2.51%) Ruby
12 4 (2.01%) Scala
13 3 (1.51%) Perl
13 3 (1.51%) PL/1
13 3 (1.51%) R
13 3 (1.51%) VB
14 2 (1.01%) Kotlin
14 2 (1.01%) PL/SQL
Qualifications
1 32 (16.08%) Microsoft Certification
2 15 (7.54%) Security Cleared
3 14 (7.04%) Degree
4 13 (6.53%) SC Cleared
5 4 (2.01%) (ISC)2 CCSP
5 4 (2.01%) AWS Certification
5 4 (2.01%) Cisco Certification
5 4 (2.01%) CISSP
5 4 (2.01%) Computer Science Degree
6 3 (1.51%) GCFA
6 3 (1.51%) GCFE
6 3 (1.51%) GCIA
6 3 (1.51%) GCIH
6 3 (1.51%) SANS
7 2 (1.01%) CCSP
7 2 (1.01%) DBS Check
8 1 (0.50%) Master's Degree
8 1 (0.50%) TOGAF Certification
Quality Assurance & Compliance
1 23 (11.56%) QA
2 16 (8.04%) GDPR
3 11 (5.53%) WCAG
4 8 (4.02%) Data Quality
5 3 (1.51%) Accessibility
6 2 (1.01%) GRC
6 2 (1.01%) SLA
System Software
1 72 (36.18%) Active Directory
2 37 (18.59%) VMware Infrastructure
3 24 (12.06%) Virtual Machines
4 21 (10.55%) Docker
Systems Management
1 28 (14.07%) Terraform
2 27 (13.57%) Ansible
3 21 (10.55%) Kubernetes
4 7 (3.52%) Kibana
Vendors
1 83 (41.71%) Microsoft
2 37 (18.59%) Citrix
2 37 (18.59%) VMware
3 13 (6.53%) Adobe
3 13 (6.53%) Apple
4 11 (5.53%) Databricks
5 9 (4.52%) SAP
6 7 (3.52%) Google
7 6 (3.02%) Salesforce.com
8 5 (2.51%) Dell
9 3 (1.51%) RedGate
9 3 (1.51%) YouTube
10 2 (1.01%) Informatica
10 2 (1.01%) NEC
10 2 (1.01%) Northgate
10 2 (1.01%) Palantir
10 2 (1.01%) ServiceNow
10 2 (1.01%) Splunk
11 1 (0.50%) HubSpot
11 1 (0.50%) New Relic