Period
to

The table below looks at the prevalence of the term Algorithms in permanent job vacancies advertised in Yorkshire. Included is a benchmarking guide to the salaries offered in vacancies that have cited Algorithms over the 6 months to 18 May 2022 with a comparison to the same period over the previous 2 years.

Algorithms
England > Yorkshire
6 months to
18 May 2022
Same period 2021 Same period 2020
Rank 103 142 188
Rank change year-on-year +39 +46 +66
Permanent jobs citing Algorithms 216 93 22
As % of all permanent jobs advertised in Yorkshire 2.99% 1.80% 0.46%
As % of the Miscellaneous category 7.71% 4.76% 1.60%
Number of salaries quoted 122 86 20
10th Percentile £47,500 - £26,200
25th Percentile £50,000 £40,000 £41,250
Median annual salary (50th Percentile) £65,000 £52,500 £48,750
Median % change year-on-year +23.81% +7.69% -4.88%
75th Percentile £72,500 £72,500 £61,875
90th Percentile £75,000 - £75,000
England median annual salary £73,999 £66,500 £62,500
% change year-on-year +11.28% +6.40% -

Algorithms is in the General and Transferable Skills 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 generic IT skills.

All Generic Skills
Yorkshire
Permanent vacancies with a requirement for generic IT skills 2,801 1,952 1,375
As % of all permanent IT jobs advertised in Yorkshire 38.80% 37.87% 28.92%
Number of salaries quoted 1,702 1,492 1,138
10th Percentile £31,250 £28,625 £25,750
25th Percentile £41,250 £36,250 £32,500
Median annual salary (50th Percentile) £52,500 £50,000 £45,000
Median % change year-on-year +5.00% +11.11% +5.88%
75th Percentile £68,750 £65,000 £57,000
90th Percentile £85,000 £72,500 £70,000
England median annual salary £62,500 £57,500 £57,430
% change year-on-year +8.70% +0.12% +4.42%

Algorithms
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Algorithms in Yorkshire

Algorithms
Salary Trend in Yorkshire

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

Salary trend for Algorithms in Yorkshire

Algorithms
Salary Histogram in Yorkshire

Salary distribution for jobs citing Algorithms in Yorkshire over the 6 months to 18 May 2022.

Salary histogram for Algorithms in Yorkshire

Algorithms
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Algorithms within the Yorkshire region over the 6 months to 18 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
South Yorkshire +39 79 £55,000 +22.22% 1
West Yorkshire -15 59 £55,000 +4.76% 5
North Yorkshire - 19 £60,000 -
East Yorkshire - 6 £34,000 -
Algorithms
England

For the 6 months to 18 May 2022, IT jobs citing Algorithms 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 Algorithms.

1 87 (40.28%) Data Structures
2 86 (39.81%) SQL
3 82 (37.96%) Degree
4 75 (34.72%) Java
5 74 (34.26%) Social Skills
6 66 (30.56%) Software Engineering
7 64 (29.63%) Problem-Solving
8 61 (28.24%) C++
9 59 (27.31%) Python
10 53 (24.54%) Agile
10 53 (24.54%) Git (software)
11 52 (24.07%) MIMO
11 52 (24.07%) Wireless
11 52 (24.07%) FPGA
12 50 (23.15%) OO
12 50 (23.15%) Test Automation
13 47 (21.76%) Continuous Integration
14 46 (21.30%) Data Science
15 45 (20.83%) C
16 43 (19.91%) Decision-Making
17 41 (18.98%) NoSQL
18 39 (18.06%) Mercurial
18 39 (18.06%) Subversion
19 37 (17.13%) Machine Learning
20 36 (16.67%) Mathematics
21 31 (14.35%) Analytical Skills
21 31 (14.35%) Analytics
22 30 (13.89%) Business Intelligence
23 29 (13.43%) Firmware
23 29 (13.43%) Data Analysis

Algorithms
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 1 (0.46%) Apache
1 1 (0.46%) Apache Airflow
1 1 (0.46%) Apache Pig
1 1 (0.46%) Apache Spark
1 1 (0.46%) Luigi
1 1 (0.46%) MQSeries
Applications
1 3 (1.39%) Microsoft Excel
Business Applications
1 3 (1.39%) Payment Gateway
Cloud Services
1 17 (7.87%) Azure
2 12 (5.56%) AWS
3 8 (3.70%) GitHub
4 7 (3.24%) OpenShift
5 4 (1.85%) Power Platform
6 3 (1.39%) Azure Pipelines
6 3 (1.39%) GCP
6 3 (1.39%) Matillion
6 3 (1.39%) Snowflake
7 2 (0.93%) Serverless
8 1 (0.46%) Google Play
8 1 (0.46%) PaaS
8 1 (0.46%) SaaS
Communications & Networking
1 52 (24.07%) MIMO
1 52 (24.07%) Wireless
2 26 (12.04%) 3G
2 26 (12.04%) 5G
2 26 (12.04%) DVB
2 26 (12.04%) LTE
2 26 (12.04%) Wi-Fi
2 26 (12.04%) WiMAX
3 17 (7.87%) IPv4
3 17 (7.87%) IPv6
3 17 (7.87%) SNMP
3 17 (7.87%) TCP/IP
Database & Business Intelligence
1 41 (18.98%) NoSQL
2 12 (5.56%) Big Data
2 12 (5.56%) SQL Server
3 11 (5.09%) Data Warehouse
4 10 (4.63%) Data Lake
5 9 (4.17%) SQL Server Analysis Services
5 9 (4.17%) SQL Server Integration Services
6 8 (3.70%) MySQL
7 4 (1.85%) Apache Cassandra
7 4 (1.85%) Power BI
7 4 (1.85%) Tableau
8 3 (1.39%) PostgreSQL
9 2 (0.93%) Metadata
10 1 (0.46%) Amazon Aurora
10 1 (0.46%) Amazon DynamoDB
10 1 (0.46%) BigQuery
10 1 (0.46%) Data Mining
10 1 (0.46%) Enterprise Data Warehouse
10 1 (0.46%) MariaDB
10 1 (0.46%) Text Mining
Development Applications
1 53 (24.54%) Git (software)
2 39 (18.06%) Mercurial
2 39 (18.06%) Subversion
3 20 (9.26%) Jenkins
4 9 (4.17%) JIRA
5 6 (2.78%) Visual Studio
6 1 (0.46%) Atlassian Bamboo
6 1 (0.46%) Flyway
6 1 (0.46%) Spinnaker
6 1 (0.46%) TeamCity
General
1 74 (34.26%) Social Skills
2 31 (14.35%) Analytical Skills
3 28 (12.96%) Retail
4 27 (12.50%) Organisational Skills
5 4 (1.85%) Marketing
6 3 (1.39%) Finance
6 3 (1.39%) Manufacturing
7 1 (0.46%) Banking
7 1 (0.46%) Games
7 1 (0.46%) Inclusion and Diversity
7 1 (0.46%) Telecoms
Job Titles
1 52 (24.07%) Software Engineer
2 42 (19.44%) Developer
3 39 (18.06%) Java Engineer
3 39 (18.06%) Java Software Engineer
4 30 (13.89%) Software Developer
5 26 (12.04%) Algorithm Engineer
5 26 (12.04%) Design Engineer
5 26 (12.04%) DSP Algorithm Engineer
5 26 (12.04%) DSP Engineer
5 26 (12.04%) RF Design Engineer
5 26 (12.04%) RF Engineer
5 26 (12.04%) Senior Algorithm Engineer
5 26 (12.04%) Senior DSP Engineer
5 26 (12.04%) Wireless Engineer
6 17 (7.87%) Embedded Engineer
6 17 (7.87%) Embedded Linux Engineer
6 17 (7.87%) Linux Engineer
7 13 (6.02%) Senior Developer
8 11 (5.09%) Data Engineer
9 9 (4.17%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 17 (7.87%) Yocto
2 13 (6.02%) .NET
3 11 (5.09%) Kafka
4 9 (4.17%) Apache Avro
4 9 (4.17%) RESTful
4 9 (4.17%) Spring
4 9 (4.17%) Spring Boot
5 7 (3.24%) Elastic Stack
6 5 (2.31%) AngularJS
6 5 (2.31%) HTML
6 5 (2.31%) React
7 4 (1.85%) CSS
8 3 (1.39%) NHibernate
9 2 (0.93%) ASP.NET Web API
9 2 (0.93%) CSS3
9 2 (0.93%) HTML5
9 2 (0.93%) Vue.js
9 2 (0.93%) WinForms
9 2 (0.93%) WPF
10 1 (0.46%) RabbitMQ
Miscellaneous
1 87 (40.28%) Data Structures
2 52 (24.07%) FPGA
3 24 (11.11%) Smartphone
4 6 (2.78%) 3D Graphics
5 3 (1.39%) Cloud Native
5 3 (1.39%) IoT
5 3 (1.39%) Life Science
5 3 (1.39%) NHS
5 3 (1.39%) User Experience
6 1 (0.46%) CCTV
Operating Systems
1 26 (12.04%) Linux
2 23 (10.65%) Windows
3 17 (7.87%) Android
3 17 (7.87%) Embedded Linux
3 17 (7.87%) OpenWrt
4 16 (7.41%) Apple iOS
5 7 (3.24%) Unix
6 1 (0.46%) VMS
Processes & Methodologies
1 66 (30.56%) Software Engineering
2 64 (29.63%) Problem-Solving
3 53 (24.54%) Agile
4 50 (23.15%) OO
4 50 (23.15%) Test Automation
5 47 (21.76%) Continuous Integration
6 46 (21.30%) Data Science
7 43 (19.91%) Decision-Making
8 37 (17.13%) Machine Learning
9 36 (16.67%) Mathematics
10 31 (14.35%) Analytics
11 30 (13.89%) Business Intelligence
12 29 (13.43%) Data Analysis
13 28 (12.96%) Microservices
14 27 (12.50%) Data Interpretation
14 27 (12.50%) Logistics
14 27 (12.50%) Product Management
15 26 (12.04%) Network Design
15 26 (12.04%) Procure-to-Pay
15 26 (12.04%) Signal Processing
Programming Languages
1 86 (39.81%) SQL
2 75 (34.72%) Java
3 61 (28.24%) C++
4 59 (27.31%) Python
5 45 (20.83%) C
6 27 (12.50%) MATLAB
6 27 (12.50%) VBA
7 16 (7.41%) Apple Swift
8 12 (5.56%) JavaScript
9 11 (5.09%) T-SQL
10 10 (4.63%) C#
10 10 (4.63%) Objective-C
11 8 (3.70%) Scala
12 6 (2.78%) R
Qualifications
1 82 (37.96%) Degree
2 28 (12.96%) PhD
3 8 (3.70%) Computer Science Degree
4 1 (0.46%) Master's Degree
4 1 (0.46%) Numerate Degree
Quality Assurance & Compliance
1 12 (5.56%) Data Quality
2 3 (1.39%) IEC 62304
2 3 (1.39%) ISO 13485
2 3 (1.39%) ISO 9001
3 2 (0.93%) Accessibility
4 1 (0.46%) ISO/IEC 27001
4 1 (0.46%) QA
System Software
1 29 (13.43%) Firmware
2 14 (6.48%) Docker
3 1 (0.46%) Apache Flume
3 1 (0.46%) Apache ZooKeeper
Systems Management
1 16 (7.41%) Kubernetes
2 11 (5.09%) Terraform
3 8 (3.70%) Rancher
4 7 (3.24%) Kibana
5 3 (1.39%) Puppet
Vendors
1 19 (8.80%) Microsoft
2 7 (3.24%) Twitter
3 3 (1.39%) Dataiku
4 2 (0.93%) Google
5 1 (0.46%) Apple
5 1 (0.46%) Hortonworks
5 1 (0.46%) Informatica
5 1 (0.46%) Oracle