Period
to

The table below looks at the prevalence of the term Algorithms in permanent job vacancies advertised in the East of England. Included is a benchmarking guide to the salaries offered in vacancies that have cited Algorithms over the 6 months to 9 August 2022 with a comparison to the same period over the previous 2 years.

Algorithms
England > East of England
6 months to
9 Aug 2022
Same period 2021 Same period 2020
Rank 94 105 108
Rank change year-on-year +11 +3 +33
Permanent jobs citing Algorithms 230 124 65
As % of all permanent jobs advertised in the East of England 3.28% 2.58% 2.24%
As % of the Miscellaneous category 6.71% 6.43% 5.43%
Number of salaries quoted 20 37 37
10th Percentile £39,932 £31,500 £34,000
25th Percentile £60,938 £40,000 £42,500
Median annual salary (50th Percentile) £70,000 £50,000 £57,500
Median % change year-on-year +40.00% -13.04% -4.17%
75th Percentile £81,250 £66,250 £77,500
90th Percentile £100,000 £85,000 £90,000
England median annual salary £75,000 £70,000 £65,000
% change year-on-year +7.14% +7.69% +4.00%

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 the East of England with a requirement for generic IT skills.

All Generic Skills
East of England
Permanent vacancies with a requirement for generic IT skills 3,427 1,927 1,197
As % of all permanent IT jobs advertised in the East of England 48.87% 40.03% 41.20%
Number of salaries quoted 1,110 879 873
10th Percentile £28,700 £27,500 £28,750
25th Percentile £37,500 £36,250 £36,250
Median annual salary (50th Percentile) £52,500 £50,000 £47,500
Median % change year-on-year +5.00% +5.26% -5.00%
75th Percentile £65,000 £63,750 £62,500
90th Percentile £76,250 £77,500 £81,000
England median annual salary £62,500 £60,000 £57,500
% change year-on-year +4.17% +4.35% +4.55%

Algorithms
Job Vacancy Trend in the East of England

Job postings citing Algorithms as a proportion of all IT jobs advertised in the East of England.

Job vacancy trend for Algorithms in the East of England

Algorithms
Salary Trend in the East of England

3-month moving average salary quoted in jobs citing Algorithms in the East of England.

Salary trend for Algorithms in the East of England

Algorithms
Salary Histogram in the East of England

Salary distribution for jobs citing Algorithms in the East of England over the 6 months to 9 August 2022.

Salary histogram for Algorithms in the East of England

Algorithms
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Algorithms within the East of England 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
Cambridgeshire -13 85 £70,000 +33.33% 26
Hertfordshire +3 84 £50,000 -4.76% 6
Essex -17 34 - - 1
Bedfordshire -4 25 - -
Suffolk -10 3 - -
Norfolk +2 1 £39,322 +13.98%
Algorithms
England

For the 6 months to 9 August 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 East of England region with a requirement for Algorithms.

1 123 (53.48%) Software Engineering
2 120 (52.17%) Python
3 109 (47.39%) Data Structures
4 108 (46.96%) Agile
5 100 (43.48%) Computer Science
6 98 (42.61%) AWS
7 91 (39.57%) Degree
8 86 (37.39%) Artificial Intelligence
9 82 (35.65%) Java
10 81 (35.22%) TDD
10 81 (35.22%) CI/CD
11 76 (33.04%) JavaScript
12 73 (31.74%) Serverless
13 72 (31.30%) Commercialisation
13 72 (31.30%) C++
13 72 (31.30%) Risk Management
14 70 (30.43%) Natural Language Processing
14 70 (30.43%) DevOps
14 70 (30.43%) AngularJS
15 68 (29.57%) C
16 67 (29.13%) Computer Science Degree
17 66 (28.70%) Machine Learning
18 64 (27.83%) Software Testing
19 63 (27.39%) GCP
19 63 (27.39%) Data Science
20 60 (26.09%) HTML
21 59 (25.65%) JIRA
21 59 (25.65%) Platform Engineering
22 58 (25.22%) Mentoring
23 57 (24.78%) CSS

Algorithms
Co-occurring IT Skills in the East of England 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 (4.78%) Apache Spark
2 10 (4.35%) Apache
Applications
1 42 (18.26%) Simulink
2 2 (0.87%) Stateflow
3 1 (0.43%) Microsoft Excel
Cloud Services
1 98 (42.61%) AWS
2 73 (31.74%) Serverless
3 63 (27.39%) GCP
4 24 (10.43%) Azure
5 21 (9.13%) Cloud Functions
6 20 (8.70%) GitHub
7 15 (6.52%) AWS Lambda
8 13 (5.65%) OpenShift
9 10 (4.35%) Dialogflow
9 10 (4.35%) Google App Engine
9 10 (4.35%) Google Compute Engine
9 10 (4.35%) Google Kubernetes Engine
10 7 (3.04%) Amazon CloudWatch
10 7 (3.04%) IaaS
11 6 (2.61%) SaaS
12 3 (1.30%) Azure DevOps
13 1 (0.43%) Amazon S3
13 1 (0.43%) Amazon SQS
13 1 (0.43%) Microsoft 365
13 1 (0.43%) Power Platform
Communications & Networking
1 25 (10.87%) GSM
1 25 (10.87%) LTE
1 25 (10.87%) Software-Defined Radio
1 25 (10.87%) UMTS
2 13 (5.65%) Internet
3 1 (0.43%) NAS
Database & Business Intelligence
1 21 (9.13%) Amazon RDS
2 17 (7.39%) MySQL
3 15 (6.52%) SQL Server
4 11 (4.78%) Apache Cassandra
4 11 (4.78%) Flink
4 11 (4.78%) MongoDB
4 11 (4.78%) NoSQL
4 11 (4.78%) PostgreSQL
5 10 (4.35%) BigQuery
5 10 (4.35%) Cloud Spanner
5 10 (4.35%) Relational Database
6 4 (1.74%) Big Data
7 1 (0.43%) Data Mining
7 1 (0.43%) Data Warehouse
7 1 (0.43%) DynamoDB
7 1 (0.43%) Power BI
7 1 (0.43%) SQL Server Reporting Services
Development Applications
1 59 (25.65%) JIRA
2 48 (20.87%) Jenkins
3 31 (13.48%) Git (software)
4 11 (4.78%) Ant
4 11 (4.78%) Gradle
4 11 (4.78%) Maven
4 11 (4.78%) Subversion
5 2 (0.87%) Rational Rhapsody
General
1 51 (22.17%) Social Skills
2 26 (11.30%) Electronics
3 25 (10.87%) Legal
4 21 (9.13%) Finance
4 21 (9.13%) Games
4 21 (9.13%) Manufacturing
5 20 (8.70%) Analytical Skills
6 10 (4.35%) Inclusion and Diversity
7 7 (3.04%) Aerospace
7 7 (3.04%) Presentation Skills
8 6 (2.61%) Telecoms
9 5 (2.17%) Military
10 4 (1.74%) Pharmaceutical
10 4 (1.74%) Wearables
11 3 (1.30%) Law
12 1 (0.43%) Automotive
12 1 (0.43%) Marketing
12 1 (0.43%) Retail
Job Titles
1 53 (23.04%) Software Engineer
2 29 (12.61%) Principal Engineer
3 25 (10.87%) FPGA Engineer
3 25 (10.87%) Process Engineer
4 23 (10.00%) Cloud Engineer
5 17 (7.39%) Senior Software Engineer
6 13 (5.65%) Principal Software Engineer
7 12 (5.22%) Systems Engineer
8 11 (4.78%) Architect
8 11 (4.78%) Java Engineer
8 11 (4.78%) Senior Java Engineer
9 10 (4.35%) Control Systems Engineer
9 10 (4.35%) GCP Engineer
9 10 (4.35%) Research Engineer
10 9 (3.91%) Developer
11 7 (3.04%) Python Engineer
11 7 (3.04%) Python Software Engineer
11 7 (3.04%) Technology Architect
12 6 (2.61%) Cloud Software Engineer
12 6 (2.61%) Digital Hardware Engineer
Libraries, Frameworks & Software Standards
1 70 (30.43%) AngularJS
2 60 (26.09%) HTML
3 57 (24.78%) CSS
4 50 (21.74%) React
5 49 (21.30%) HTML5
6 46 (20.00%) CSS3
6 46 (20.00%) Vue.js
6 46 (20.00%) WinForms
6 46 (20.00%) WPF
7 26 (11.30%) PyTorch
8 23 (10.00%) Velocity
9 21 (9.13%) Node.js
10 17 (7.39%) .NET
11 15 (6.52%) RESTful
12 11 (4.78%) ASP.NET
12 11 (4.78%) JDBC
13 10 (4.35%) Apache Beam
14 7 (3.04%) TensorFlow
15 4 (1.74%) Keras
15 4 (1.74%) Vulkan
Miscellaneous
1 109 (47.39%) Data Structures
2 33 (14.35%) VHDL
3 27 (11.74%) Verilog
4 26 (11.30%) User Experience
5 25 (10.87%) FPGA
6 24 (10.43%) Self-Motivation
7 21 (9.13%) Life Science
8 11 (4.78%) Linux Command Line
9 10 (4.35%) Legacy Applications
9 10 (4.35%) Smartphone
10 7 (3.04%) ARM Cortex
10 7 (3.04%) GPGPU
10 7 (3.04%) Public Cloud
11 6 (2.61%) IoT
12 5 (2.17%) Digital TV
12 5 (2.17%) Mobile App
12 5 (2.17%) Renewable Energy
13 4 (1.74%) Blog
13 4 (1.74%) Cloud Native
13 4 (1.74%) Mobile Computing
Operating Systems
1 15 (6.52%) Linux
1 15 (6.52%) Unix
2 7 (3.04%) Mac OS
2 7 (3.04%) Mac OS X
2 7 (3.04%) Solaris
3 4 (1.74%) Android
Processes & Methodologies
1 123 (53.48%) Software Engineering
2 108 (46.96%) Agile
3 100 (43.48%) Computer Science
4 86 (37.39%) Artificial Intelligence
5 81 (35.22%) CI/CD
5 81 (35.22%) TDD
6 72 (31.30%) Commercialisation
6 72 (31.30%) Risk Management
7 70 (30.43%) DevOps
7 70 (30.43%) Natural Language Processing
8 66 (28.70%) Machine Learning
9 64 (27.83%) Software Testing
10 63 (27.39%) Data Science
11 59 (25.65%) Platform Engineering
12 58 (25.22%) Mentoring
13 56 (24.35%) Full Stack Development
14 54 (23.48%) Decision-Making
15 49 (21.30%) Workflow
16 48 (20.87%) Continuous Integration
17 46 (20.00%) Continuous Deployment
Programming Languages
1 120 (52.17%) Python
2 82 (35.65%) Java
3 76 (33.04%) JavaScript
4 72 (31.30%) C++
5 68 (29.57%) C
6 54 (23.48%) C#
6 54 (23.48%) MATLAB
7 46 (20.00%) Objective-C
8 29 (12.61%) TypeScript
9 25 (10.87%) SQL
10 14 (6.09%) PowerShell
11 13 (5.65%) PHP
12 11 (4.78%) Perl
12 11 (4.78%) Ruby
12 11 (4.78%) Shell Script
13 7 (3.04%) Julia
13 7 (3.04%) R
14 6 (2.61%) Assembly Language
14 6 (2.61%) Rust
15 2 (0.87%) Tcl
Qualifications
1 91 (39.57%) Degree
2 67 (29.13%) Computer Science Degree
3 34 (14.78%) PhD
4 10 (4.35%) Security Cleared
5 8 (3.48%) SC Cleared
6 7 (3.04%) CCNA
6 7 (3.04%) Cisco Certification
7 6 (2.61%) BPSS Clearance
8 5 (2.17%) Master's Degree
9 3 (1.30%) Numerate Degree
Quality Assurance & Compliance
1 46 (20.00%) Accessibility
2 1 (0.43%) Data Quality
2 1 (0.43%) GDPR
System Software
1 26 (11.30%) Firmware
2 19 (8.26%) Docker
3 7 (3.04%) LXC
3 7 (3.04%) Xen
Systems Management
1 31 (13.48%) Kubernetes
2 14 (6.09%) Cisco IPCC
3 9 (3.91%) Kibana
4 7 (3.04%) Grafana
4 7 (3.04%) Graphite
4 7 (3.04%) Graylog
4 7 (3.04%) logstash
5 1 (0.43%) Ansible
Vendors
1 30 (13.04%) Microsoft
2 25 (10.87%) Xilinx
3 23 (10.00%) Google
4 21 (9.13%) MuleSoft
5 7 (3.04%) Splunk
6 4 (1.74%) Oracle
7 3 (1.30%) OpenAI
7 3 (1.30%) Progress
7 3 (1.30%) Twitter
8 2 (0.87%) ATG
8 2 (0.87%) Facebook