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 Science skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Science over the 6 months to 9 August 2022 with a comparison to the same period in the previous 2 years.

Data Science
England > Yorkshire
6 months to
9 Aug 2022		 Same period 2021 Same period 2020
Rank 110 200 170
Rank change year-on-year +90 -30 +75
Permanent jobs citing Data Science 205 57 21
As % of all permanent jobs advertised in Yorkshire 2.76% 0.94% 0.61%
As % of the Processes & Methodologies category 2.89% 1.00% 0.66%
Number of salaries quoted 74 33 20
10th Percentile £40,375 £32,500 £28,500
25th Percentile £50,313 £37,500 £37,188
Median annual salary (50th Percentile) £60,000 £47,500 £55,000
Median % change year-on-year +26.32% -13.64% +10.00%
75th Percentile £73,750 £57,500 £63,938
90th Percentile £90,000 £62,250 £66,000
England median annual salary £72,500 £68,000 £65,000
% change year-on-year +6.62% +4.62% -

Data Science 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 7,082 5,698 3,200
As % of all permanent IT jobs advertised in Yorkshire 95.42% 94.24% 93.38%
Number of salaries quoted 4,308 4,424 2,773
10th Percentile £30,000 £30,500 £29,000
25th Percentile £40,000 £37,500 £35,500
Median annual salary (50th Percentile) £52,500 £47,500 £46,500
Median % change year-on-year +10.53% +2.15% +9.41%
75th Percentile £68,750 £62,500 £57,500
90th Percentile £83,750 £72,500 £67,500
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% +4.76%

Data Science
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Data Science in Yorkshire

Data Science
Salary Trend in Yorkshire

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

Salary trend for Data Science in Yorkshire

Data Science
Salary Histogram in Yorkshire

Salary distribution for jobs citing Data Science in Yorkshire over the 6 months to 9 August 2022.

Salary histogram for Data Science in Yorkshire

Data Science
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 Science within the Yorkshire region over the 6 months to 9 August 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 +47 132 £57,500 +15.00% 9
South Yorkshire +47 49 £65,000 +55.51% 1
North Yorkshire -1 24 £60,000 +20.00%
Data Science
England

For the 6 months to 9 August 2022, IT jobs citing Data Science 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 Science.

1 168 (81.95%) Python
2 142 (69.27%) Analytics
3 140 (68.29%) Machine Learning
4 130 (63.41%) Agile
5 114 (55.61%) Azure
6 105 (51.22%) Data Analytics
7 97 (47.32%) Microsoft
8 96 (46.83%) DevOps
8 96 (46.83%) Data Engineering
9 94 (45.85%) QA
10 92 (44.88%) Java
11 91 (44.39%) GCP
12 90 (43.90%) Algorithms
13 89 (43.41%) AWS
14 85 (41.46%) Mentoring
15 84 (40.98%) Big Data
16 75 (36.59%) Cybersecurity
16 75 (36.59%) Data Architecture
16 75 (36.59%) Spring
17 74 (36.10%) Information Security
17 74 (36.10%) Games
17 74 (36.10%) Security Management
17 74 (36.10%) SFIA
17 74 (36.10%) Threat Analysis
18 73 (35.61%) SQL
19 36 (17.56%) Data Modelling
20 34 (16.59%) Data Warehouse
21 33 (16.10%) Analytical Skills
22 32 (15.61%) Business Intelligence
23 29 (14.15%) Finance

Data Science
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 16 (7.80%) SAS
2 9 (4.39%) Apache Spark
3 5 (2.44%) Apache Airflow
4 4 (1.95%) Apache
5 1 (0.49%) Confluence
5 1 (0.49%) Jupyter
Applications
1 1 (0.49%) Marvel
1 1 (0.49%) Microsoft Excel
1 1 (0.49%) Sketch
Cloud Services
1 114 (55.61%) Azure
2 91 (44.39%) GCP
3 89 (43.41%) AWS
4 28 (13.66%) Power Platform
5 24 (11.71%) Snowflake
6 18 (8.78%) Matillion
7 9 (4.39%) Azure Cosmos DB
8 8 (3.90%) Serverless
9 5 (2.44%) GitHub
10 4 (1.95%) Amazon S3
10 4 (1.95%) AWS Lambda
10 4 (1.95%) Azure Data Factory
10 4 (1.95%) GitHub Actions
10 4 (1.95%) Pulumi
11 3 (1.46%) Azure DevOps
11 3 (1.46%) dbt
12 2 (0.98%) Amazon SageMaker
13 1 (0.49%) Azure Stack
13 1 (0.49%) Figma
13 1 (0.49%) Slack
Communications & Networking
1 2 (0.98%) Firewall
1 2 (0.98%) HTTP
1 2 (0.98%) LAN
1 2 (0.98%) SMS
1 2 (0.98%) TCP/IP
1 2 (0.98%) VPN
1 2 (0.98%) WAN
Database & Business Intelligence
1 84 (40.98%) Big Data
2 34 (16.59%) Data Warehouse
3 26 (12.68%) Power BI
4 23 (11.22%) SQL Server
5 19 (9.27%) Data Lake
6 16 (7.80%) Tableau
7 8 (3.90%) Elasticsearch
7 8 (3.90%) Star Schema
8 7 (3.41%) Data Mining
9 6 (2.93%) Amazon Redshift
10 3 (1.46%) Hadoop
10 3 (1.46%) Metadata
10 3 (1.46%) NoSQL
10 3 (1.46%) Relational Database
10 3 (1.46%) SQL Server Integration Services
11 2 (0.98%) Data Mart
11 2 (0.98%) Pentaho
11 2 (0.98%) PostgreSQL
11 2 (0.98%) QlikView
11 2 (0.98%) SQL Server Analysis Services
Development Applications
1 17 (8.29%) Git (software)
2 9 (4.39%) Jenkins
2 9 (4.39%) Postman
3 8 (3.90%) GitLab
4 3 (1.46%) JIRA
5 1 (0.49%) Bitbucket
5 1 (0.49%) Gatling
5 1 (0.49%) JUnit
5 1 (0.49%) Newman
5 1 (0.49%) Selenium
5 1 (0.49%) Sonatype Nexus
General
1 74 (36.10%) Games
2 33 (16.10%) Analytical Skills
3 29 (14.15%) Finance
4 25 (12.20%) Retail
5 19 (9.27%) Banking
6 17 (8.29%) Social Skills
7 11 (5.37%) Marketing
8 9 (4.39%) Influencing Skills
8 9 (4.39%) Organisational Skills
9 6 (2.93%) Law
9 6 (2.93%) Retail Banking
10 2 (0.98%) Legal
10 2 (0.98%) Social Science
11 1 (0.49%) Local Government
11 1 (0.49%) Public Sector
11 1 (0.49%) Telecoms
Job Titles
1 75 (36.59%) Trainee
2 36 (17.56%) Data Scientist
3 27 (13.17%) Senior Data Scientist
4 20 (9.76%) Data Engineer
5 10 (4.88%) Business Intelligence Manager
5 10 (4.88%) Data Modeller
5 10 (4.88%) Senior Data Modeller
5 10 (4.88%) Statistical Modeller
6 8 (3.90%) Analyst
7 7 (3.41%) Software Engineer
8 6 (2.93%) Analytics Manager
8 6 (2.93%) Business Manager
8 6 (2.93%) Senior Analyst
9 5 (2.44%) Developer
10 4 (1.95%) Customer Analyst
10 4 (1.95%) Design Engineer
10 4 (1.95%) Head of Data Analytics
10 4 (1.95%) Lead Software Design Engineer
10 4 (1.95%) Senior Software Engineer
10 4 (1.95%) Software Design Engineer
Libraries, Frameworks & Software Standards
1 75 (36.59%) Spring
2 11 (5.37%) WPF
3 10 (4.88%) JSON
3 10 (4.88%) NumPy
3 10 (4.88%) Pandas
3 10 (4.88%) PySpark
4 9 (4.39%) Gherkin
4 9 (4.39%) Matplotlib
4 9 (4.39%) Playwright
4 9 (4.39%) scikit-learn
5 4 (1.95%) D3.js
5 4 (1.95%) ggplot
5 4 (1.95%) HTML
5 4 (1.95%) TensorFlow
6 3 (1.46%) .NET
6 3 (1.46%) CSS
6 3 (1.46%) React
7 2 (0.98%) JSP
7 2 (0.98%) SOAP
7 2 (0.98%) XML
Miscellaneous
1 90 (43.90%) Algorithms
2 25 (12.20%) Self-Motivation
3 15 (7.32%) Data Structures
4 6 (2.93%) Linux Command Line
5 5 (2.44%) Industry 4.0
6 4 (1.95%) Data Fabric
7 3 (1.46%) Management Information System
7 3 (1.46%) Reference Data
7 3 (1.46%) Robotics
7 3 (1.46%) Smartphone
7 3 (1.46%) User Experience
8 2 (0.98%) Cloud Native
8 2 (0.98%) Data Protection Act
8 2 (0.98%) EPoS
8 2 (0.98%) Renewable Energy
9 1 (0.49%) Low-Code
9 1 (0.49%) PMI
9 1 (0.49%) Sports Betting
Operating Systems
1 13 (6.34%) Linux
2 11 (5.37%) Windows
3 9 (4.39%) Unix
4 2 (0.98%) AIX
5 1 (0.49%) Android
5 1 (0.49%) Apple iOS
Processes & Methodologies
1 142 (69.27%) Analytics
2 140 (68.29%) Machine Learning
3 130 (63.41%) Agile
4 105 (51.22%) Data Analytics
5 96 (46.83%) Data Engineering
5 96 (46.83%) DevOps
6 85 (41.46%) Mentoring
7 75 (36.59%) Cybersecurity
7 75 (36.59%) Data Architecture
8 74 (36.10%) Information Security
8 74 (36.10%) Security Management
8 74 (36.10%) SFIA
8 74 (36.10%) Threat Analysis
9 36 (17.56%) Data Modelling
10 32 (15.61%) Business Intelligence
11 27 (13.17%) Artificial Intelligence
12 26 (12.68%) CI/CD
13 23 (11.22%) Data Pipeline
13 23 (11.22%) Problem-Solving
14 21 (10.24%) Statistical Modelling
Programming Languages
1 168 (81.95%) Python
2 92 (44.88%) Java
3 73 (35.61%) SQL
4 29 (14.15%) R
5 17 (8.29%) JavaScript
6 16 (7.80%) C#
7 8 (3.90%) Bash
8 6 (2.93%) Scala
8 6 (2.93%) T-SQL
9 5 (2.44%) C++
10 4 (1.95%) C
11 3 (1.46%) VB
12 2 (0.98%) Jython
12 2 (0.98%) Objective-C
12 2 (0.98%) Perl
13 1 (0.49%) Go
13 1 (0.49%) Groovy
13 1 (0.49%) PowerShell
Qualifications
1 17 (8.29%) Degree
2 3 (1.46%) Computer Science Degree
3 1 (0.49%) CBAP
3 1 (0.49%) IIBA
3 1 (0.49%) Master's Degree
3 1 (0.49%) PhD
3 1 (0.49%) PMI Certification
Quality Assurance & Compliance
1 94 (45.85%) QA
2 20 (9.76%) Data Quality
3 3 (1.46%) PMO
4 2 (0.98%) Accessibility
4 2 (0.98%) Sarbanes-Oxley
System Software
1 5 (2.44%) Docker
2 2 (0.98%) VMware Infrastructure
Systems Management
1 5 (2.44%) Terraform
2 4 (1.95%) Ansible
2 4 (1.95%) Kubernetes
3 1 (0.49%) Istio
3 1 (0.49%) Opscode Chef
3 1 (0.49%) Puppet
Vendors
1 97 (47.32%) Microsoft
2 12 (5.85%) Alteryx
3 9 (4.39%) Databricks
3 9 (4.39%) Google
4 3 (1.46%) Twitter
5 2 (0.98%) Micro Focus
5 2 (0.98%) VMware
6 1 (0.49%) Dataiku
6 1 (0.49%) Oracle
6 1 (0.49%) ServiceNow