Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 22 January 2022

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire with a requirement for Computer Science skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Computer Science over the 6 months to 22 January 2022 with a comparison to the same period in the previous 2 years.

Computer Science (Computing Science, Comp Sci)
England > Yorkshire
6 months to
22 Jan 2022		 Same period 2021 Same period 2020
Rank 86 67 141
Rank change year-on-year -19 +74 -38
Permanent jobs citing Computer Science 232 144 104
As % of all permanent jobs advertised in Yorkshire 3.30% 3.79% 1.70%
As % of the Processes & Methodologies category 3.59% 4.06% 1.86%
Number of salaries quoted 154 93 67
10th Percentile £28,650 £28,750 £21,000
25th Percentile £38,063 £40,000 £21,250
Median annual salary (50th Percentile) £45,000 £47,500 £30,000
Median % change year-on-year -5.26% +58.33% -25.00%
75th Percentile £60,000 £57,500 £53,750
90th Percentile £68,375 £62,250 £62,500
England median annual salary £62,500 £57,500 £55,000
% change year-on-year +8.70% +4.55% +6.80%

Computer 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 6,469 3,545 5,605
As % of all permanent IT jobs advertised in Yorkshire 92.09% 93.34% 91.47%
Number of salaries quoted 4,604 2,991 4,683
10th Percentile £31,250 £30,750 £27,000
25th Percentile £39,596 £37,500 £35,000
Median annual salary (50th Percentile) £50,000 £47,500 £45,000
Median % change year-on-year +5.26% +5.56% +3.45%
75th Percentile £65,000 £58,750 £57,500
90th Percentile £78,750 £67,500 £67,500
England median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +4.76%

Computer Science
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Computer Science in Yorkshire

Computer Science
Salary Trend in Yorkshire

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

Salary trend for Computer Science in Yorkshire

Computer Science
Salary Histogram in Yorkshire

Salary distribution for jobs citing Computer Science in Yorkshire over the 6 months to 22 January 2022.

Salary histogram for Computer Science in Yorkshire

Computer 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 Computer Science within the Yorkshire region over the 6 months to 22 January 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
South Yorkshire +14 80 £55,000 - 4
West Yorkshire -7 73 £45,000 +26.76% 18
North Yorkshire -9 68 £45,000 -5.26% 8
East Yorkshire -2 14 £32,500 +3.17% 2
Computer Science
England

For the 6 months to 22 January 2022, IT jobs citing Computer 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 Computer Science.

1 179 (77.16%) Degree
2 85 (36.64%) Agile Software Development
3 80 (34.48%) Mathematics
4 72 (31.03%) Python
5 70 (30.17%) Computer Science Degree
6 66 (28.45%) SQL
7 57 (24.57%) Business Intelligence
8 54 (23.28%) Social Skills
9 53 (22.84%) Test Automation
10 52 (22.41%) Software Engineering
11 44 (18.97%) Analytics
12 43 (18.53%) DevOps
12 43 (18.53%) AWS
12 43 (18.53%) Java
13 39 (16.81%) C++
13 39 (16.81%) Linux
14 38 (16.38%) Problem-Solving
15 36 (15.52%) C#
15 36 (15.52%) MySQL
16 35 (15.09%) Visualisation
16 35 (15.09%) CI/CD
17 34 (14.66%) JavaScript
17 34 (14.66%) Broadband
17 34 (14.66%) Statistics
18 32 (13.79%) Data Modelling
18 32 (13.79%) .NET
18 32 (13.79%) Mentoring
19 31 (13.36%) Data Engineering
19 31 (13.36%) SQL Server Integration Services
19 31 (13.36%) Data Analysis

Computer 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 (6.90%) SAS
2 8 (3.45%) Apache Spark
3 4 (1.72%) Apache Airflow
3 4 (1.72%) Luigi
3 4 (1.72%) OpenStack
3 4 (1.72%) Tomcat
4 3 (1.29%) Elasticsearch
5 2 (0.86%) CMS
5 2 (0.86%) IIS
5 2 (0.86%) Umbraco
6 1 (0.43%) Apache Pig
Applications
1 10 (4.31%) SPSS
2 3 (1.29%) Adobe Illustrator
2 3 (1.29%) Photoshop
3 2 (0.86%) Microsoft Excel
3 2 (0.86%) Microsoft Office
4 1 (0.43%) Adobe XD
Business Applications
1 2 (0.86%) Payment Gateway
2 1 (0.43%) SAP ERP
2 1 (0.43%) SAP MDG
Cloud Services
1 43 (18.53%) AWS
2 24 (10.34%) Power Platform
3 17 (7.33%) Serverless
4 16 (6.90%) Amazon Kinesis
4 16 (6.90%) AWS Lambda
5 13 (5.60%) Azure
6 7 (3.02%) Amazon EC2
7 5 (2.16%) GCP
8 4 (1.72%) Amazon EKS
8 4 (1.72%) Amazon EMR
9 3 (1.29%) Amazon ECS
9 3 (1.29%) Amazon S3
9 3 (1.29%) AWS CloudFormation
9 3 (1.29%) Google Analytics
9 3 (1.29%) Google Tag Manager
9 3 (1.29%) Microsoft 365
9 3 (1.29%) PaaS
10 2 (0.86%) Cloud Computing
10 2 (0.86%) GitHub
10 2 (0.86%) Google Workspace
Communications & Networking
1 34 (14.66%) Broadband
2 26 (11.21%) Wi-Fi
3 25 (10.78%) TCP/IP
3 25 (10.78%) Wireless
4 24 (10.34%) Ethernet
4 24 (10.34%) MQTT
5 19 (8.19%) HTTP
6 14 (6.03%) 802.11
6 14 (6.03%) HTTPS
6 14 (6.03%) STUN
6 14 (6.03%) Wireshark
7 13 (5.60%) SAN
8 10 (4.31%) Bluetooth
9 8 (3.45%) Fibre Channel
10 5 (2.16%) DNS
10 5 (2.16%) VoIP
11 4 (1.72%) Firewall
11 4 (1.72%) Internet
12 3 (1.29%) DKIM
12 3 (1.29%) VPN
Database & Business Intelligence
1 36 (15.52%) MySQL
2 31 (13.36%) SQL Server Integration Services
3 26 (11.21%) Big Data
4 24 (10.34%) Power BI
5 23 (9.91%) Tableau
6 18 (7.76%) Metadata
7 16 (6.90%) Amazon DynamoDB
8 13 (5.60%) SQL Server
9 10 (4.31%) Hadoop
9 10 (4.31%) Relational Database
10 9 (3.88%) SQL Server Reporting Services
11 8 (3.45%) Amazon RDS
11 8 (3.45%) NoSQL
11 8 (3.45%) SQL Server Analysis Services
12 7 (3.02%) Apache Cassandra
13 6 (2.59%) Data Warehouse
13 6 (2.59%) MongoDB
14 5 (2.16%) PostgreSQL
15 4 (1.72%) Amazon Redshift
15 4 (1.72%) Azkaban
Development Applications
1 16 (6.90%) Bitbucket
2 15 (6.47%) Git (software)
3 12 (5.17%) Visual Studio
4 10 (4.31%) JIRA
5 9 (3.88%) Jenkins
6 6 (2.59%) Selenium
7 5 (2.16%) Postman
8 3 (1.29%) Sourcetree
9 2 (0.86%) Team Foundation Server
10 1 (0.43%) Atlassian Bamboo
10 1 (0.43%) Moq
General
1 54 (23.28%) Social Skills
2 29 (12.50%) Finance
3 26 (11.21%) Analytical Skills
4 19 (8.19%) Telecoms
5 15 (6.47%) Pharmaceutical
6 14 (6.03%) Marketing
7 8 (3.45%) Games
8 7 (3.02%) Law
8 7 (3.02%) Presentation Skills
9 6 (2.59%) Retail
10 5 (2.16%) Legal
11 4 (1.72%) Online Betting
12 3 (1.29%) Influencing Skills
12 3 (1.29%) Public Sector
13 2 (0.86%) Automotive
13 2 (0.86%) Documentation Skills
13 2 (0.86%) Local Government
14 1 (0.43%) Spanish Language
Job Titles
1 57 (24.57%) Developer
2 37 (15.95%) Software Engineer
3 21 (9.05%) Senior Developer
4 19 (8.19%) AWS Developer
4 19 (8.19%) Graduate
4 19 (8.19%) Programmer
5 17 (7.33%) C++ Software Engineer
6 16 (6.90%) Cloud Developer
6 16 (6.90%) Statistical Programmer
7 15 (6.47%) Architect
7 15 (6.47%) Senior Software Engineer
7 15 (6.47%) Systems Engineer
8 14 (6.03%) Automation Engineer
8 14 (6.03%) Validation Engineer
8 14 (6.03%) Wireless Engineer
9 11 (4.74%) Administrator
10 10 (4.31%) Embedded C/C++ Engineer
10 10 (4.31%) Embedded Software Engineer
10 10 (4.31%) Solutions Architect
10 10 (4.31%) Systems Administrator
Libraries, Frameworks & Software Standards
1 32 (13.79%) .NET
2 22 (9.48%) HTML
2 22 (9.48%) Node.js
3 20 (8.62%) CSS
4 16 (6.90%) React
5 14 (6.03%) 802.1X
5 14 (6.03%) XMPP
6 12 (5.17%) RESTful
7 6 (2.59%) AngularJS
7 6 (2.59%) ASP.NET
8 5 (2.16%) ASP.NET MVC
8 5 (2.16%) HTML5
8 5 (2.16%) jQuery
8 5 (2.16%) Kafka
8 5 (2.16%) Vue.js
9 4 (1.72%) Ajax
9 4 (1.72%) Spark Streaming
10 3 (1.29%) ASP.NET Web API
10 3 (1.29%) PyTorch
10 3 (1.29%) TensorFlow
Miscellaneous
1 17 (7.33%) Self-Motivation
2 16 (6.90%) Management Information System
3 13 (5.60%) User Experience
4 10 (4.31%) Data Centre
4 10 (4.31%) Device Driver
4 10 (4.31%) Embedded Systems
5 9 (3.88%) Algorithms
6 8 (3.45%) Data Structures
6 8 (3.45%) Digital TV
6 8 (3.45%) Smart Meter
6 8 (3.45%) Smartphone
7 7 (3.02%) 3D Graphics
8 6 (2.59%) Cloud Native
8 6 (2.59%) Data Protection Act
8 6 (2.59%) Mobile App
9 5 (2.16%) Life Science
9 5 (2.16%) Reference Data
9 5 (2.16%) Taxonomies
9 5 (2.16%) Video\Live Streaming
10 3 (1.29%) Social Media
Operating Systems
1 39 (16.81%) Linux
2 15 (6.47%) Unix
3 13 (5.60%) Red Hat Enterprise Linux
4 12 (5.17%) Windows
5 11 (4.74%) Apple iOS
6 10 (4.31%) Android
7 8 (3.45%) CentOS
7 8 (3.45%) Solaris
8 5 (2.16%) Oracle Linux
9 2 (0.86%) Debian
9 2 (0.86%) Ubuntu
10 1 (0.43%) Windows Server
Processes & Methodologies
1 85 (36.64%) Agile Software Development
2 80 (34.48%) Mathematics
3 57 (24.57%) Business Intelligence
4 53 (22.84%) Test Automation
5 52 (22.41%) Software Engineering
6 44 (18.97%) Analytics
7 43 (18.53%) DevOps
8 38 (16.38%) Problem-Solving
9 35 (15.09%) CI/CD
9 35 (15.09%) Visualisation
10 34 (14.66%) Statistics
11 32 (13.79%) Data Modelling
11 32 (13.79%) Mentoring
12 31 (13.36%) Data Analysis
12 31 (13.36%) Data Engineering
13 28 (12.07%) Data Visualisation
14 25 (10.78%) Continuous Improvement
14 25 (10.78%) Continuous Integration
15 22 (9.48%) Software Testing
16 21 (9.05%) OO
Programming Languages
1 72 (31.03%) Python
2 66 (28.45%) SQL
3 43 (18.53%) Java
4 39 (16.81%) C++
5 36 (15.52%) C#
6 34 (14.66%) JavaScript
7 25 (10.78%) C
8 22 (9.48%) T-SQL
9 21 (9.05%) Perl
10 14 (6.03%) R
11 13 (5.60%) Shell Script
12 11 (4.74%) Apple Swift
12 11 (4.74%) Ruby
13 10 (4.31%) MATLAB
13 10 (4.31%) PHP
14 8 (3.45%) AWK
14 8 (3.45%) Bash
14 8 (3.45%) Bourne shell
14 8 (3.45%) Korn
14 8 (3.45%) Kotlin
Qualifications
1 179 (77.16%) Degree
2 70 (30.17%) Computer Science Degree
3 18 (7.76%) Master's Degree
4 16 (6.90%) Numerate Degree
5 8 (3.45%) OCA
5 8 (3.45%) OCP
5 8 (3.45%) Oracle Certification
5 8 (3.45%) RHCE
5 8 (3.45%) RHCSA
6 3 (1.29%) Cisco Certification
6 3 (1.29%) CISSP
7 2 (0.86%) (ISC)2 CCSP
7 2 (0.86%) DBS Check
8 1 (0.43%) AWS Certification
8 1 (0.43%) CompTIA Security+
8 1 (0.43%) CRISC
8 1 (0.43%) ITIL Certification
8 1 (0.43%) Microsoft Certification
8 1 (0.43%) PMI Certification
8 1 (0.43%) TOGAF Certification
Quality Assurance & Compliance
1 16 (6.90%) Good Clinical Practice
2 9 (3.88%) Data Quality
3 6 (2.59%) 21 CFR Part 11
3 6 (2.59%) QA
4 3 (1.29%) GDPR
5 1 (0.43%) HIPAA
5 1 (0.43%) ISO/IEC 27001
5 1 (0.43%) NIST
5 1 (0.43%) PCI DSS
5 1 (0.43%) SLA
5 1 (0.43%) SOC 2
System Software
1 18 (7.76%) Docker
2 10 (4.31%) Firmware
3 8 (3.45%) Veritas Cluster Server
4 2 (0.86%) Active Directory
5 1 (0.43%) Apache Flume
5 1 (0.43%) Apache ZooKeeper
Systems Management
1 20 (8.62%) Terraform
2 19 (8.19%) Kibana
3 15 (6.47%) Ansible
4 14 (6.03%) Graylog
5 9 (3.88%) Kubernetes
6 8 (3.45%) NetBackup
6 8 (3.45%) Oracle ZFS
6 8 (3.45%) Red Hat Satellite
6 8 (3.45%) Red Hat Spacewalk
7 5 (2.16%) Puppet
8 2 (0.86%) ZABBIX
9 1 (0.43%) FortiGate
9 1 (0.43%) Single Sign-On
Vendors
1 30 (12.93%) Oracle
2 25 (10.78%) Microsoft
3 21 (9.05%) Alteryx
4 13 (5.60%) Red Hat
5 8 (3.45%) Brocade
5 8 (3.45%) Centrify
5 8 (3.45%) Sun
5 8 (3.45%) Veritas
6 6 (2.59%) Facebook
6 6 (2.59%) YouTube
7 5 (2.16%) BroadSoft
7 5 (2.16%) Cisco
7 5 (2.16%) StreamSets
8 3 (1.29%) Adobe
8 3 (1.29%) ANSYS
8 3 (1.29%) Atlassian
8 3 (1.29%) Google
8 3 (1.29%) IBM
9 2 (0.86%) Bloomberg
9 2 (0.86%) Informatica