Period
to

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire with a requirement for Data Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analysis over the 6 months to 28 May 2022 with a comparison to the same period in the previous 2 years.

Data Analysis
England > Yorkshire
6 months to
28 May 2022
Same period 2021 Same period 2020
Rank 168 168 152
Rank change year-on-year 0 -16 +53
Permanent jobs citing Data Analysis 118 63 60
As % of all permanent jobs advertised in Yorkshire 1.61% 1.18% 1.31%
As % of the Processes & Methodologies category 1.75% 1.26% 1.43%
Number of salaries quoted 45 46 50
10th Percentile £27,500 £23,000 -
25th Percentile £33,500 £29,075 £25,000
Median annual salary (50th Percentile) £42,500 £39,688 £38,500
Median % change year-on-year +7.09% +3.08% -2.53%
75th Percentile £52,500 £53,000 £51,250
90th Percentile £59,750 £63,750 £56,250
England median annual salary £55,000 £50,000 £52,500
% change year-on-year +10.00% -4.76% +5.00%

Data Analysis 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 6,748 4,999 4,207
As % of all permanent IT jobs advertised in Yorkshire 92.25% 93.81% 92.14%
Number of salaries quoted 4,361 4,031 3,603
10th Percentile £30,250 £29,750 £28,000
25th Percentile £40,000 £37,000 £35,000
Median annual salary (50th Percentile) £52,500 £47,500 £47,500
Median % change year-on-year +10.53% - +11.76%
75th Percentile £67,500 £61,250 £57,500
90th Percentile £81,250 £70,000 £68,750
England median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +4.76%

Data Analysis
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Data Analysis in Yorkshire

Data Analysis
Salary Trend in Yorkshire

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

Salary trend for Data Analysis in Yorkshire

Data Analysis
Salary Histogram in Yorkshire

Salary distribution for jobs citing Data Analysis in Yorkshire over the 6 months to 28 May 2022.

Salary histogram for Data Analysis in Yorkshire

Data Analysis
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 Analysis within the Yorkshire region over the 6 months to 28 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 -14 69 £40,846 -9.23% 8
South Yorkshire -4 17 £38,750 +0.98% 2
North Yorkshire -13 9 £45,000 +4.09%
East Yorkshire -3 1 £34,000 +13.33% 1
Data Analysis
England

For the 6 months to 28 May 2022, IT jobs citing Data Analysis 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 Analysis.

1 62 (52.54%) SQL
2 58 (49.15%) Problem-Solving
3 35 (29.66%) Analytical Skills
4 34 (28.81%) Analytics
5 33 (27.97%) Data Science
6 30 (25.42%) Business Intelligence
6 30 (25.42%) Social Skills
7 27 (22.88%) Finance
8 26 (22.03%) Organisational Skills
9 22 (18.64%) Retail
9 22 (18.64%) Python
10 21 (17.80%) Broadband
10 21 (17.80%) Wireless
10 21 (17.80%) MATLAB
10 21 (17.80%) Agile
11 18 (15.25%) Data Modelling
11 18 (15.25%) SQL Server
12 17 (14.41%) Algorithms
13 16 (13.56%) Power BI
13 16 (13.56%) Microsoft
13 16 (13.56%) Logistics
13 16 (13.56%) Data Interpretation
13 16 (13.56%) Power Platform
14 15 (12.71%) VBA
14 15 (12.71%) Product Management
15 14 (11.86%) Machine Learning
15 14 (11.86%) Mentoring
16 12 (10.17%) ETL
16 12 (10.17%) SAS
16 12 (10.17%) Degree

Data Analysis
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 12 (10.17%) SAS
2 5 (4.24%) SharePoint
3 4 (3.39%) Confluence
4 2 (1.69%) Apache Pig
4 2 (1.69%) Apache Spark
Applications
1 10 (8.47%) Microsoft Excel
2 5 (4.24%) Microsoft Office
3 3 (2.54%) Microsoft PowerPoint
4 2 (1.69%) MS Visio
4 2 (1.69%) Simulink
Cloud Services
1 16 (13.56%) Power Platform
2 8 (6.78%) Azure
3 5 (4.24%) Microsoft 365
4 3 (2.54%) AWS
4 3 (2.54%) PowerApps
5 1 (0.85%) Cloud Functions
5 1 (0.85%) GCP
5 1 (0.85%) Google Sheets
5 1 (0.85%) PaaS
5 1 (0.85%) Power Automate
5 1 (0.85%) SaaS
5 1 (0.85%) Serverless
5 1 (0.85%) Slack
Communications & Networking
1 21 (17.80%) Broadband
1 21 (17.80%) Wireless
2 2 (1.69%) Firewall
2 2 (1.69%) Intrusion Detection
2 2 (1.69%) Network Security
2 2 (1.69%) Sourcefire
Database & Business Intelligence
1 18 (15.25%) SQL Server
2 16 (13.56%) Power BI
3 9 (7.63%) SQL Server Integration Services
4 7 (5.93%) Big Data
5 5 (4.24%) MySQL
5 5 (4.24%) QlikView
6 4 (3.39%) Data Warehouse
6 4 (3.39%) MongoDB
6 4 (3.39%) Qlik Sense
6 4 (3.39%) Tableau
7 3 (2.54%) BusinessObjects
7 3 (2.54%) Data Lake
7 3 (2.54%) SQL Server Reporting Services
8 2 (1.69%) Apache Cassandra
8 2 (1.69%) Apache Hive
8 2 (1.69%) Data Mining
8 2 (1.69%) Hadoop
8 2 (1.69%) HBase
8 2 (1.69%) NoSQL
8 2 (1.69%) Redis
Development Applications
1 5 (4.24%) JUnit
1 5 (4.24%) Selenium
2 4 (3.39%) Bitbucket
3 2 (1.69%) Atlassian Bamboo
3 2 (1.69%) Jenkins
3 2 (1.69%) JIRA
3 2 (1.69%) Metasploit
4 1 (0.85%) Git (software)
General
1 35 (29.66%) Analytical Skills
2 30 (25.42%) Social Skills
3 27 (22.88%) Finance
4 26 (22.03%) Organisational Skills
5 22 (18.64%) Retail
6 7 (5.93%) Public Sector
7 6 (5.08%) Banking
7 6 (5.08%) Financial Institution
8 3 (2.54%) Automotive
8 3 (2.54%) Law
8 3 (2.54%) Marketing
8 3 (2.54%) Retail Banking
9 2 (1.69%) Influencing Skills
10 1 (0.85%) Manufacturing
10 1 (0.85%) Presentation Skills
10 1 (0.85%) Telecoms
Job Titles
1 32 (27.12%) Analyst
2 21 (17.80%) Design Engineer
2 21 (17.80%) Microwave Engineer
2 21 (17.80%) RF Design Engineer
2 21 (17.80%) RF Engineer
3 18 (15.25%) Data Analyst
4 11 (9.32%) Data Scientist
4 11 (9.32%) Senior Data Scientist
5 10 (8.47%) Developer
6 9 (7.63%) Data Modeller
6 9 (7.63%) Senior Data Modeller
6 9 (7.63%) Statistical Modeller
7 6 (5.08%) Java Developer
7 6 (5.08%) Senior Developer
8 5 (4.24%) Senior Java Developer
9 4 (3.39%) Business Intelligence Lead
9 4 (3.39%) Coordinator
9 4 (3.39%) Data Engineer
9 4 (3.39%) IT Analyst
10 3 (2.54%) Analytics Manager
Libraries, Frameworks & Software Standards
1 9 (7.63%) PySpark
2 6 (5.08%) Angular 2
2 6 (5.08%) AngularJS
2 6 (5.08%) Spring
3 5 (4.24%) Twitter Bootstrap
4 3 (2.54%) Kafka
5 2 (1.69%) Regular Expression
5 2 (1.69%) RESTful
6 1 (0.85%) HTML
6 1 (0.85%) NumPy
6 1 (0.85%) Pandas
6 1 (0.85%) Web Services
Miscellaneous
1 17 (14.41%) Algorithms
2 8 (6.78%) Data Structures
3 6 (5.08%) User Experience
4 4 (3.39%) Linux Command Line
4 4 (3.39%) Management Information System
5 2 (1.69%) Analytical Mindset
5 2 (1.69%) Data Protection Act
5 2 (1.69%) PMI
5 2 (1.69%) Sports Betting
6 1 (0.85%) Self-Motivation
6 1 (0.85%) Taxonomies
6 1 (0.85%) Virtual Team
Operating Systems
1 7 (5.93%) Linux
Processes & Methodologies
1 58 (49.15%) Problem-Solving
2 34 (28.81%) Analytics
3 33 (27.97%) Data Science
4 30 (25.42%) Business Intelligence
5 21 (17.80%) Agile
6 18 (15.25%) Data Modelling
7 16 (13.56%) Data Interpretation
7 16 (13.56%) Logistics
8 15 (12.71%) Product Management
9 14 (11.86%) Machine Learning
9 14 (11.86%) Mentoring
10 12 (10.17%) ETL
11 11 (9.32%) Logistic Regression
11 11 (9.32%) Statistical Modelling
12 10 (8.47%) Decision-Making
13 9 (7.63%) Data Engineering
13 9 (7.63%) Predictive Modelling
13 9 (7.63%) Random Forest
13 9 (7.63%) Stakeholder Management
14 8 (6.78%) Visualisation
Programming Languages
1 62 (52.54%) SQL
2 22 (18.64%) Python
3 21 (17.80%) MATLAB
4 15 (12.71%) VBA
5 11 (9.32%) R
5 11 (9.32%) T-SQL
6 9 (7.63%) Java
7 4 (3.39%) Shell Script
8 3 (2.54%) C
9 2 (1.69%) JavaScript
9 2 (1.69%) PowerShell
Qualifications
1 12 (10.17%) Degree
2 5 (4.24%) PhD
3 2 (1.69%) PMI Certification
4 1 (0.85%) Computer Science Degree
4 1 (0.85%) Master's Degree
Quality Assurance & Compliance
1 6 (5.08%) QA
2 3 (2.54%) Accessibility
2 3 (2.54%) Data Quality
System Software
1 2 (1.69%) Apache Flume
1 2 (1.69%) Apache ZooKeeper
1 2 (1.69%) Docker
2 1 (0.85%) Virtual Machines
Systems Management
1 2 (1.69%) Kubernetes
1 2 (1.69%) Nessus
1 2 (1.69%) QRadar
Vendors
1 16 (13.56%) Microsoft
2 4 (3.39%) Alteryx
2 4 (3.39%) Atlassian
3 3 (2.54%) Oracle
3 3 (2.54%) RedGate
3 3 (2.54%) ServiceNow
3 3 (2.54%) Twitter
4 2 (1.69%) CheckPoint
4 2 (1.69%) Cisco
4 2 (1.69%) Cognos
4 2 (1.69%) Google
4 2 (1.69%) Hortonworks
4 2 (1.69%) Informatica
4 2 (1.69%) McAfee
4 2 (1.69%) Palo Alto
4 2 (1.69%) Trustwave
5 1 (0.85%) Snow