Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire 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 19 May 2022 with a comparison to the same period in the previous 2 years.

Analytics
England > Yorkshire
6 months to
19 May 2022		 Same period 2021 Same period 2020
Rank 40 45 61
Rank change year-on-year +5 +16 +10
Permanent jobs citing Analytics 411 271 199
As % of all permanent jobs advertised in Yorkshire 5.68% 5.23% 4.21%
As % of the Processes & Methodologies category 6.16% 5.57% 4.58%
Number of salaries quoted 188 199 154
10th Percentile £33,750 £29,075 £30,705
25th Percentile £41,438 £37,500 £37,500
Median annual salary (50th Percentile) £50,173 £55,000 £49,000
Median % change year-on-year -8.78% +12.24% +8.89%
75th Percentile £62,813 £65,000 £61,382
90th Percentile £81,825 £82,500 £79,250
England median annual salary £65,000 £60,000 £62,500
% change year-on-year +8.33% -4.00% +4.17%

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 Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Yorkshire
Permanent vacancies with a requirement for process or methodology skills 6,672 4,863 4,347
As % of all permanent IT jobs advertised in Yorkshire 92.18% 93.93% 91.88%
Number of salaries quoted 4,367 3,933 3,707
10th Percentile £30,500 £29,750 £28,000
25th Percentile £39,750 £37,000 £35,000
Median annual salary (50th Percentile) £51,500 £47,500 £47,500
Median % change year-on-year +8.42% - +11.76%
75th Percentile £67,375 £61,250 £57,500
90th Percentile £80,000 £70,000 £68,750
England median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +4.76%

Analytics
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Analytics in Yorkshire

Analytics
Salary Trend in Yorkshire

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

Salary trend for Analytics in Yorkshire

Analytics
Salary Histogram in Yorkshire

Salary distribution for jobs citing Analytics in Yorkshire over the 6 months to 19 May 2022.

Salary histogram for Analytics in Yorkshire

Analytics
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytics within the Yorkshire region over the 6 months to 19 May 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
West Yorkshire +10 278 £50,173 -16.38% 30
South Yorkshire +29 94 £52,000 -13.33% 7
North Yorkshire -24 37 £50,877 +19.71% 1
East Yorkshire -7 1 £35,000 -41.67%
Analytics
England

For the 6 months to 19 May 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 Yorkshire region with a requirement for Analytics.

1 181 (44.04%) SQL
2 123 (29.93%) Agile
3 119 (28.95%) Azure
4 115 (27.98%) Social Skills
5 111 (27.01%) Business Intelligence
6 108 (26.28%) Analytical Skills
7 104 (25.30%) Problem-Solving
8 101 (24.57%) Microsoft
9 91 (22.14%) Finance
10 89 (21.65%) Data Analytics
11 81 (19.71%) Retail
11 81 (19.71%) Python
12 69 (16.79%) Data Science
13 64 (15.57%) Visualisation
14 62 (15.09%) SQL Server
15 60 (14.60%) ETL
16 58 (14.11%) Big Data
17 56 (13.63%) Power Platform
18 54 (13.14%) Power BI
19 53 (12.90%) Data Modelling
20 52 (12.65%) VBA
21 51 (12.41%) Microsoft Excel
22 50 (12.17%) Data Analysis
22 50 (12.17%) Data Visualisation
23 49 (11.92%) T-SQL
23 49 (11.92%) Data Lake
24 48 (11.68%) DevOps
25 47 (11.44%) AWS
26 45 (10.95%) Data Warehouse
26 45 (10.95%) Google

Analytics
Co-occurring IT Skills in Yorkshire 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 24 (5.84%) Apache Spark
2 14 (3.41%) SAS
3 11 (2.68%) Confluence
4 6 (1.46%) CMS
4 6 (1.46%) SharePoint
5 2 (0.49%) Apache
5 2 (0.49%) Elasticsearch
5 2 (0.49%) Umbraco
5 2 (0.49%) WordPress
6 1 (0.24%) IIS
Applications
1 51 (12.41%) Microsoft Excel
2 11 (2.68%) Photoshop
3 8 (1.95%) Adobe Illustrator
4 7 (1.70%) Microsoft Office
4 7 (1.70%) SPSS
5 5 (1.22%) Sketch
6 3 (0.73%) Microsoft PowerPoint
7 2 (0.49%) InVision
7 2 (0.49%) UserZoom
8 1 (0.24%) Adobe Captivate
8 1 (0.24%) Adobe Creative Suite
8 1 (0.24%) Adobe XD
8 1 (0.24%) GIMP
8 1 (0.24%) Microsoft Project
Business Applications
1 5 (1.22%) NetSuite
2 4 (0.97%) SAP MDM
3 3 (0.73%) Magento
4 2 (0.49%) Dynamics NAV
5 1 (0.24%) iTrent
5 1 (0.24%) SAP GRC
5 1 (0.24%) SAP IBP
5 1 (0.24%) SAP PM
5 1 (0.24%) SAP S/4HANA
Cloud Services
1 119 (28.95%) Azure
2 56 (13.63%) Power Platform
3 47 (11.44%) AWS
4 31 (7.54%) Google Analytics
5 24 (5.84%) Azure Data Factory
6 22 (5.35%) GCP
7 15 (3.65%) Azure Cosmos DB
8 14 (3.41%) Azure Synapse Analytics
9 9 (2.19%) Azure Monitor
10 8 (1.95%) Google Tag Manager
11 7 (1.70%) Serverless
12 6 (1.46%) Figma
12 6 (1.46%) SaaS
12 6 (1.46%) Snowflake
13 5 (1.22%) Boomi
13 5 (1.22%) GitHub
13 5 (1.22%) Microsoft 365
13 5 (1.22%) OpenShift
13 5 (1.22%) PaaS
14 4 (0.97%) Miro
Communications & Networking
1 6 (1.46%) Internet
2 3 (0.73%) DHCP
2 3 (0.73%) DNS
2 3 (0.73%) LAN
2 3 (0.73%) SAN
3 2 (0.49%) ATM
3 2 (0.49%) DMVPN
3 2 (0.49%) Firewall
3 2 (0.49%) VPN
3 2 (0.49%) WAN
3 2 (0.49%) WLAN
4 1 (0.24%) Broadband
4 1 (0.24%) Wireless
Database & Business Intelligence
1 62 (15.09%) SQL Server
2 58 (14.11%) Big Data
3 54 (13.14%) Power BI
4 49 (11.92%) Data Lake
5 45 (10.95%) Data Warehouse
6 40 (9.73%) SQL Server Integration Services
7 37 (9.00%) Tableau
8 25 (6.08%) SQL Server Reporting Services
9 22 (5.35%) Metadata
10 17 (4.14%) PostgreSQL
11 14 (3.41%) MS Access
12 13 (3.16%) Hadoop
13 12 (2.92%) Essbase
14 9 (2.19%) Relational Database
14 9 (2.19%) SQL Server Analysis Services
15 8 (1.95%) BigQuery
16 7 (1.70%) Azure SQL Database
16 7 (1.70%) MySQL
17 6 (1.46%) Amazon Redshift
18 5 (1.22%) Apache Cassandra
Development Applications
1 35 (8.52%) Git (software)
2 22 (5.35%) Visual Studio
3 19 (4.62%) Selenium
4 13 (3.16%) JIRA
5 8 (1.95%) Bitbucket
5 8 (1.95%) SpecFlow
6 7 (1.70%) Octopus Deploy
7 6 (1.46%) JUnit
7 6 (1.46%) Team Foundation Server
8 4 (0.97%) GitLab
8 4 (0.97%) gulp
8 4 (0.97%) Postman
9 3 (0.73%) Jenkins
9 3 (0.73%) TeamCity
10 2 (0.49%) SQL Server Management Studio (SSMS)
11 1 (0.24%) Axure RP
11 1 (0.24%) Cactus
11 1 (0.24%) Maven
General
1 115 (27.98%) Social Skills
2 108 (26.28%) Analytical Skills
3 91 (22.14%) Finance
4 81 (19.71%) Retail
5 36 (8.76%) Organisational Skills
6 32 (7.79%) Marketing
7 30 (7.30%) Legal
8 24 (5.84%) Public Sector
9 22 (5.35%) Banking
10 14 (3.41%) Inclusion and Diversity
11 13 (3.16%) Influencing Skills
12 12 (2.92%) Retail Banking
13 8 (1.95%) Games
14 7 (1.70%) Financial Institution
14 7 (1.70%) Manufacturing
14 7 (1.70%) Publishing
15 6 (1.46%) Local Government
16 4 (0.97%) Back Office
16 4 (0.97%) Presentation Skills
17 3 (0.73%) Social Science
Job Titles
1 68 (16.55%) Analyst
2 36 (8.76%) Developer
3 35 (8.52%) Data Engineer
4 26 (6.33%) Architect
5 24 (5.84%) Data Analyst
6 22 (5.35%) Analytics Manager
7 20 (4.87%) Designer
8 19 (4.62%) Data Architect
9 15 (3.65%) DevOps Engineer
10 14 (3.41%) Cloud Engineer
10 14 (3.41%) Graduate
10 14 (3.41%) Principal Engineer
10 14 (3.41%) UX Designer
11 13 (3.16%) Azure Engineer
11 13 (3.16%) Data Manager
11 13 (3.16%) Junior
12 11 (2.68%) Incident Analyst
12 11 (2.68%) Major Incident Analyst
12 11 (2.68%) Product Manager
12 11 (2.68%) Senior Analyst
Libraries, Frameworks & Software Standards
1 34 (8.27%) HTML
2 24 (5.84%) .NET
3 21 (5.11%) React
4 19 (4.62%) CSS
5 17 (4.14%) XML
6 16 (3.89%) JSON
6 16 (3.89%) Kafka
7 15 (3.65%) .NET Core
7 15 (3.65%) PySpark
7 15 (3.65%) Spark Streaming
8 14 (3.41%) Node.js
9 11 (2.68%) CSS3
9 11 (2.68%) HTML5
9 11 (2.68%) Twitter Bootstrap
10 9 (2.19%) .NET Framework
10 9 (2.19%) LESS
10 9 (2.19%) RESTful
10 9 (2.19%) Sass
11 8 (1.95%) jQuery
11 8 (1.95%) Web Services
Miscellaneous
1 41 (9.98%) User Experience
2 31 (7.54%) Algorithms
3 27 (6.57%) Self-Motivation
4 26 (6.33%) Management Information System
5 23 (5.60%) Data Structures
6 22 (5.35%) NHS
7 17 (4.14%) IoT
8 12 (2.92%) Enterprise Software
9 9 (2.19%) Greenfield Project
9 9 (2.19%) Life Science
10 8 (1.95%) Mobile App
11 7 (1.70%) Public Cloud
11 7 (1.70%) Reference Data
12 6 (1.46%) Contactless
12 6 (1.46%) Social Media
13 5 (1.22%) Analytical Mindset
13 5 (1.22%) Data Protection Act
14 4 (0.97%) Graphic Design
14 4 (0.97%) Linux Command Line
14 4 (0.97%) Virtual Team
Operating Systems
1 18 (4.38%) Linux
2 5 (1.22%) Windows
3 2 (0.49%) Unix
4 1 (0.24%) VMS
4 1 (0.24%) Windows Server
Processes & Methodologies
1 123 (29.93%) Agile
2 111 (27.01%) Business Intelligence
3 104 (25.30%) Problem-Solving
4 89 (21.65%) Data Analytics
5 69 (16.79%) Data Science
6 64 (15.57%) Visualisation
7 60 (14.60%) ETL
8 53 (12.90%) Data Modelling
9 50 (12.17%) Data Analysis
9 50 (12.17%) Data Visualisation
10 48 (11.68%) DevOps
11 40 (9.73%) Logistics
12 39 (9.49%) Product Management
12 39 (9.49%) Project Management
13 37 (9.00%) Scrum
14 36 (8.76%) Data Pipeline
15 33 (8.03%) Continuous Improvement
16 32 (7.79%) Machine Learning
17 31 (7.54%) ITIL
17 31 (7.54%) Migration
Programming Languages
1 181 (44.04%) SQL
2 81 (19.71%) Python
3 52 (12.65%) VBA
4 49 (11.92%) T-SQL
5 35 (8.52%) C#
6 29 (7.06%) Java
7 23 (5.60%) JavaScript
8 20 (4.87%) R
9 19 (4.62%) PowerShell
10 17 (4.14%) PL/SQL
11 11 (2.68%) Bash
12 9 (2.19%) Scala
13 7 (1.70%) JSX
14 5 (1.22%) Shell Script
15 4 (0.97%) C++
16 3 (0.73%) PHP
17 1 (0.24%) C
17 1 (0.24%) Data Analysis Expressions (DAX)
17 1 (0.24%) MATLAB
17 1 (0.24%) VB
Qualifications
1 39 (9.49%) Degree
2 30 (7.30%) Security Cleared
3 17 (4.14%) DBS Check
4 15 (3.65%) SC Cleared
5 8 (1.95%) AWS Certification
6 3 (0.73%) Master's Degree
6 3 (0.73%) PhD
7 2 (0.49%) CCNA
7 2 (0.49%) Cisco Certification
7 2 (0.49%) Computer Science Degree
7 2 (0.49%) Microsoft Certification
8 1 (0.24%) ITIL Certification
8 1 (0.24%) Numerate Degree
8 1 (0.24%) TOGAF Certification
Quality Assurance & Compliance
1 27 (6.57%) Data Quality
2 21 (5.11%) Accessibility
3 13 (3.16%) SLA
4 9 (2.19%) PMO
4 9 (2.19%) QA
5 4 (0.97%) WCAG
6 3 (0.73%) GDPR
7 2 (0.49%) Good Clinical Practice
8 1 (0.24%) GRC
8 1 (0.24%) HL7
System Software
1 7 (1.70%) VMware Infrastructure
2 4 (0.97%) Docker
3 3 (0.73%) Active Directory
4 2 (0.49%) vSphere
4 2 (0.49%) XenApp
5 1 (0.24%) Virtual Desktop
Systems Management
1 6 (1.46%) Istio
2 5 (1.22%) Ansible
2 5 (1.22%) FreeIPA
3 4 (0.97%) Terraform
4 3 (0.73%) Microsoft Intune
5 2 (0.49%) Active Directory Federation Services
5 2 (0.49%) Kubernetes
5 2 (0.49%) vCenter Server
6 1 (0.24%) Puppet
6 1 (0.24%) SCCM
6 1 (0.24%) Single Sign-On
Vendors
1 101 (24.57%) Microsoft
2 45 (10.95%) Google
3 36 (8.76%) Oracle
4 27 (6.57%) SAP
5 23 (5.60%) Adobe
5 23 (5.60%) Alteryx
5 23 (5.60%) Databricks
6 15 (3.65%) NEC
7 14 (3.41%) Teradata
8 11 (2.68%) Amplitude
8 11 (2.68%) Northgate
9 7 (1.70%) Dynatrace
9 7 (1.70%) VMware
10 6 (1.46%) Apple
10 6 (1.46%) Splunk
11 5 (1.22%) Dell
11 5 (1.22%) Red Hat
12 4 (0.97%) Atlassian
12 4 (0.97%) RedGate
12 4 (0.97%) Xamarin