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 Data Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analytics over the 6 months to 1 July 2022 with a comparison to the same period in the previous 2 years.

Data Analytics
England > Yorkshire
6 months to
1 Jul 2022		 Same period 2021 Same period 2020
Rank 121 192 158
Rank change year-on-year +71 -34 +95
Permanent jobs citing Data Analytics 202 50 35
As % of all permanent jobs advertised in Yorkshire 2.62% 0.87% 0.87%
As % of the Processes & Methodologies category 2.80% 0.92% 0.94%
Number of salaries quoted 40 32 27
10th Percentile £37,000 £31,375 £35,921
25th Percentile £41,503 £35,938 £46,125
Median annual salary (50th Percentile) £52,000 £43,000 £50,000
Median % change year-on-year +20.93% -14.00% -
75th Percentile £67,500 £53,750 £65,000
90th Percentile £73,511 £57,500 £75,000
England median annual salary £70,000 £60,000 £65,000
% change year-on-year +16.67% -7.69% +4.00%

Data 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 7,210 5,435 3,723
As % of all permanent IT jobs advertised in Yorkshire 93.42% 94.03% 92.59%
Number of salaries quoted 4,390 4,283 3,190
10th Percentile £30,000 £29,750 £28,750
25th Percentile £40,000 £37,280 £35,500
Median annual salary (50th Percentile) £52,500 £47,500 £47,000
Median % change year-on-year +10.53% +1.06% +10.59%
75th Percentile £67,500 £62,500 £57,500
90th Percentile £81,250 £71,250 £68,750
England median annual salary £60,000 £56,757 £55,000
% change year-on-year +5.71% +3.19% +4.76%

Data Analytics
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Data Analytics in Yorkshire

Data Analytics
Salary Trend in Yorkshire

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

Salary trend for Data Analytics in Yorkshire

Data Analytics
Salary Histogram in Yorkshire

Salary distribution for jobs citing Data Analytics in Yorkshire over the 6 months to 1 July 2022.

Salary histogram for Data Analytics in Yorkshire

Data 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 Data Analytics within the Yorkshire region over the 6 months to 1 July 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 +58 151 £52,000 +18.18% 10
South Yorkshire +33 43 £70,000 +55.56%
North Yorkshire -17 8 £50,000 +16.28%
East Yorkshire -3 2 £35,000 -10.83%
Data Analytics
England

For the 6 months to 1 July 2022, IT jobs citing Data 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 Data Analytics.

1 202 (100.00%) Analytics
2 116 (57.43%) Azure
3 114 (56.44%) Agile
4 109 (53.96%) Python
5 99 (49.01%) Big Data
6 98 (48.51%) Machine Learning
7 94 (46.53%) Microsoft
8 90 (44.55%) Data Science
9 85 (42.08%) DevOps
10 83 (41.09%) Java
11 82 (40.59%) Data Engineering
11 82 (40.59%) AWS
11 82 (40.59%) Data Architecture
12 80 (39.60%) Mentoring
13 78 (38.61%) GCP
14 77 (38.12%) Algorithms
14 77 (38.12%) QA
15 76 (37.62%) Spring
16 75 (37.13%) Cybersecurity
17 74 (36.63%) SFIA
17 74 (36.63%) Threat Analysis
17 74 (36.63%) Information Security
17 74 (36.63%) Games
17 74 (36.63%) Security Management
18 66 (32.67%) SQL
19 50 (24.75%) Visualisation
20 44 (21.78%) Power Platform
21 43 (21.29%) Power BI
22 42 (20.79%) ETL
23 40 (19.80%) Tableau

Data 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 11 (5.45%) Apache Spark
2 6 (2.97%) Confluence
3 2 (0.99%) SharePoint
4 1 (0.50%) Documentum
Applications
1 17 (8.42%) Microsoft Excel
2 4 (1.98%) Adobe Illustrator
2 4 (1.98%) Photoshop
3 1 (0.50%) GIMP
Business Applications
1 4 (1.98%) SAP MDM
2 1 (0.50%) Dynamics NAV
Cloud Services
1 116 (57.43%) Azure
2 82 (40.59%) AWS
3 78 (38.61%) GCP
4 44 (21.78%) Power Platform
5 16 (7.92%) Azure Data Factory
6 14 (6.93%) Azure Synapse Analytics
7 6 (2.97%) Azure Cosmos DB
7 6 (2.97%) Azure DevOps
8 5 (2.48%) Google Analytics
8 5 (2.48%) Serverless
9 4 (1.98%) Google Tag Manager
9 4 (1.98%) Matillion
9 4 (1.98%) npm
9 4 (1.98%) PaaS
9 4 (1.98%) Snowflake
10 2 (0.99%) Azure AKS
10 2 (0.99%) Azure Event Grid
10 2 (0.99%) Azure Monitor
10 2 (0.99%) Azure Service Bus
10 2 (0.99%) GitHub Actions
Communications & Networking
1 1 (0.50%) LAN
Database & Business Intelligence
1 99 (49.01%) Big Data
2 43 (21.29%) Power BI
3 40 (19.80%) Tableau
4 29 (14.36%) SQL Server Integration Services
5 27 (13.37%) Data Lake
6 24 (11.88%) Essbase
7 22 (10.89%) Data Warehouse
8 21 (10.40%) Metadata
8 21 (10.40%) SQL Server
9 17 (8.42%) SQL Server Reporting Services
10 13 (6.44%) Hadoop
11 5 (2.48%) MS Access
12 4 (1.98%) Elasticsearch
12 4 (1.98%) Star Schema
13 3 (1.49%) GIS
14 2 (0.99%) Data Mart
14 2 (0.99%) Data Mining
14 2 (0.99%) MongoDB
14 2 (0.99%) SQL Server Analysis Services
15 1 (0.50%) NoSQL
Development Applications
1 10 (4.95%) JIRA
2 9 (4.46%) Visual Studio
3 7 (3.47%) Git (software)
4 5 (2.48%) GitLab
5 4 (1.98%) Bitbucket
5 4 (1.98%) gulp
5 4 (1.98%) Jenkins
6 2 (0.99%) JUnit
6 2 (0.99%) TeamCity
7 1 (0.50%) JMeter
7 1 (0.50%) Maven
7 1 (0.50%) Mockito
7 1 (0.50%) Selenium
7 1 (0.50%) TestLink
General
1 74 (36.63%) Games
2 30 (14.85%) Finance
3 28 (13.86%) Retail
3 28 (13.86%) Social Skills
4 13 (6.44%) Banking
4 13 (6.44%) Telecoms
5 12 (5.94%) Influencing Skills
6 10 (4.95%) Analytical Skills
6 10 (4.95%) Legal
7 6 (2.97%) Public Sector
8 5 (2.48%) Manufacturing
9 4 (1.98%) Marketing
10 3 (1.49%) Law
11 2 (0.99%) Automotive
11 2 (0.99%) Social Science
12 1 (0.50%) Financial Institution
12 1 (0.50%) Presentation Skills
Job Titles
1 75 (37.13%) Trainee
2 21 (10.40%) Graduate
3 20 (9.90%) Analyst
4 19 (9.41%) Data Manager
5 17 (8.42%) Developer
6 15 (7.43%) Data Engineer
7 14 (6.93%) Analytics Manager
7 14 (6.93%) Data Analytics Manager
8 10 (4.95%) Business Intelligence Analyst
8 10 (4.95%) Senior Analyst
8 10 (4.95%) Senior Business Intelligence Analyst
9 8 (3.96%) Cloud Engineer
9 8 (3.96%) Data Analyst
10 7 (3.47%) Data Scientist
11 6 (2.97%) Senior Data Scientist
12 5 (2.48%) Azure Engineer
12 5 (2.48%) Technical Leader
13 4 (1.98%) Data Quality Analyst
13 4 (1.98%) Front End Developer (Client-Side Developer)
13 4 (1.98%) Quality Analyst
Libraries, Frameworks & Software Standards
1 76 (37.62%) Spring
2 14 (6.93%) .NET
3 11 (5.45%) Kafka
3 11 (5.45%) PySpark
3 11 (5.45%) Spark Streaming
4 9 (4.46%) HTML
5 6 (2.97%) React
6 5 (2.48%) CSS
6 5 (2.48%) XML
7 4 (1.98%) CSS3
7 4 (1.98%) HTML5
7 4 (1.98%) jQuery
7 4 (1.98%) LESS
7 4 (1.98%) Node.js
7 4 (1.98%) NumPy
7 4 (1.98%) Pandas
7 4 (1.98%) Razor View Engine
7 4 (1.98%) Sass
7 4 (1.98%) scikit-learn
7 4 (1.98%) Twitter Bootstrap
Miscellaneous
1 77 (38.12%) Algorithms
2 20 (9.90%) Data Structures
3 14 (6.93%) IoT
4 12 (5.94%) Life Science
5 8 (3.96%) NHS
6 7 (3.47%) Enterprise Software
7 5 (2.48%) Management Information System
7 5 (2.48%) User Experience
8 4 (1.98%) Reference Data
8 4 (1.98%) Self-Motivation
9 2 (0.99%) Linux Command Line
9 2 (0.99%) Low-Code
9 2 (0.99%) Smartphone
10 1 (0.50%) CCTV
10 1 (0.50%) Data Centre
10 1 (0.50%) Educational Technology
10 1 (0.50%) Legacy Systems
10 1 (0.50%) LIMS
10 1 (0.50%) Mobile App
Operating Systems
1 7 (3.47%) Linux
2 4 (1.98%) Unix
3 1 (0.50%) VMS
Processes & Methodologies
1 202 (100.00%) Analytics
2 114 (56.44%) Agile
3 98 (48.51%) Machine Learning
4 90 (44.55%) Data Science
5 85 (42.08%) DevOps
6 82 (40.59%) Data Architecture
6 82 (40.59%) Data Engineering
7 80 (39.60%) Mentoring
8 75 (37.13%) Cybersecurity
9 74 (36.63%) Information Security
9 74 (36.63%) Security Management
9 74 (36.63%) SFIA
9 74 (36.63%) Threat Analysis
10 50 (24.75%) Visualisation
11 42 (20.79%) ETL
12 34 (16.83%) Business Intelligence
13 32 (15.84%) Data Modelling
14 30 (14.85%) Data Transformation
15 29 (14.36%) Data Management
16 25 (12.38%) Decision-Making
Programming Languages
1 109 (53.96%) Python
2 83 (41.09%) Java
3 66 (32.67%) SQL
4 15 (7.43%) C#
5 13 (6.44%) C
6 7 (3.47%) JavaScript
7 5 (2.48%) PL/SQL
7 5 (2.48%) T-SQL
7 5 (2.48%) VBA
8 4 (1.98%) JSX
8 4 (1.98%) R
9 3 (1.49%) MATLAB
10 2 (0.99%) Bash
10 2 (0.99%) PowerShell
10 2 (0.99%) Scala
11 1 (0.50%) C++
11 1 (0.50%) Data Analysis Expressions (DAX)
11 1 (0.50%) Shell Script
11 1 (0.50%) VB
Qualifications
1 23 (11.39%) Degree
2 1 (0.50%) Computer Science Degree
Quality Assurance & Compliance
1 77 (38.12%) QA
2 15 (7.43%) Data Quality
3 2 (0.99%) GDPR
4 1 (0.50%) PCI DSS
System Software
1 1 (0.50%) Docker
Systems Management
1 1 (0.50%) Kubernetes
Vendors
1 94 (46.53%) Microsoft
2 36 (17.82%) Alteryx
3 31 (15.35%) Oracle
4 24 (11.88%) Teradata
5 14 (6.93%) Databricks
6 11 (5.45%) Informatica
7 9 (4.46%) Google
8 8 (3.96%) Adobe
9 6 (2.97%) SAP
10 4 (1.98%) Xamarin
11 1 (0.50%) Cognos
11 1 (0.50%) LabVantage
11 1 (0.50%) OpenText
11 1 (0.50%) TOWER Software