Period
to

The table below looks at the prevalence of the term Algorithms in permanent job vacancies advertised in Manchester. Included is a benchmarking guide to the salaries offered in vacancies that have cited Algorithms over the 6 months to 1 July 2022 with a comparison to the same period over the previous 2 years.

Algorithms
North West > Manchester
6 months to
1 Jul 2022
Same period 2021 Same period 2020
Rank 155 180 154
Rank change year-on-year +25 -26 +10
Permanent jobs citing Algorithms 100 34 43
As % of all permanent jobs advertised in Manchester 1.64% 0.74% 1.19%
As % of the Miscellaneous category 3.71% 2.10% 3.37%
Number of salaries quoted 33 29 34
10th Percentile £32,500 £46,000 £42,500
25th Percentile £50,000 £51,250 £46,250
Median annual salary (50th Percentile) £70,000 £60,000 £53,750
Median % change year-on-year +16.67% +11.63% -6.45%
75th Percentile £77,500 £75,000 £71,250
90th Percentile £84,250 £80,500 £79,425
North West median annual salary £70,000 £60,000 £52,500
% change year-on-year +16.67% +14.29% -8.62%

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 Manchester with a requirement for generic IT skills.

All Generic Skills
Manchester
Permanent vacancies with a requirement for generic IT skills 2,694 1,619 1,276
As % of all permanent IT jobs advertised in Manchester 44.16% 35.42% 35.36%
Number of salaries quoted 1,564 1,158 1,009
10th Percentile £31,588 £31,250 £30,000
25th Percentile £40,000 £38,750 £39,121
Median annual salary (50th Percentile) £53,000 £50,000 £50,000
Median % change year-on-year +6.00% - +11.11%
75th Percentile £70,000 £66,250 £61,250
90th Percentile £82,500 £80,000 £70,000
North West median annual salary £52,500 £50,000 £48,000
% change year-on-year +5.00% +4.17% +12.94%

Algorithms
Job Vacancy Trend in Manchester

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

Job vacancy trend for Algorithms in Manchester

Algorithms
Salary Trend in Manchester

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

Salary trend for Algorithms in Manchester

Algorithms
Salary Histogram in Manchester

Salary distribution for jobs citing Algorithms in Manchester over the 6 months to 1 July 2022.

Salary histogram for Algorithms in Manchester

For the 6 months to 1 July 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 Manchester region with a requirement for Algorithms.

1 83 (83.00%) Python
2 71 (71.00%) Machine Learning
3 70 (70.00%) AWS
4 69 (69.00%) Agile
5 68 (68.00%) Data Science
6 61 (61.00%) Azure
7 55 (55.00%) GCP
8 50 (50.00%) Data Engineering
8 50 (50.00%) Analytics
8 50 (50.00%) Java
9 45 (45.00%) Games
9 45 (45.00%) DevOps
10 44 (44.00%) Spring
11 40 (40.00%) Mentoring
11 40 (40.00%) Big Data
12 39 (39.00%) Data Analytics
12 39 (39.00%) Microsoft
13 38 (38.00%) Information Security
13 38 (38.00%) Security Management
13 38 (38.00%) Data Architecture
13 38 (38.00%) QA
13 38 (38.00%) Cybersecurity
13 38 (38.00%) Threat Analysis
13 38 (38.00%) SFIA
14 25 (25.00%) Visualisation
15 24 (24.00%) Computer Science
16 21 (21.00%) SQL
17 20 (20.00%) C++
17 20 (20.00%) Degree
18 19 (19.00%) Continuous Integration

Algorithms
Co-occurring IT Skills in Manchester 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 2 (2.00%) OpenStack
Business Applications
1 2 (2.00%) thinkFolio
Cloud Services
1 70 (70.00%) AWS
2 61 (61.00%) Azure
3 55 (55.00%) GCP
4 14 (14.00%) Cloud Computing
4 14 (14.00%) Google Data Studio
4 14 (14.00%) Power Platform
5 12 (12.00%) Amazon SageMaker
5 12 (12.00%) AWS Lambda
5 12 (12.00%) Serverless
6 9 (9.00%) Amazon S3
6 9 (9.00%) AWS CloudFormation
6 9 (9.00%) AWS CodePipeline
6 9 (9.00%) AWS Step Functions
6 9 (9.00%) Snowflake
7 5 (5.00%) Azure AKS
7 5 (5.00%) npm
8 3 (3.00%) Amazon EMR
8 3 (3.00%) Azure DevOps
9 2 (2.00%) OpenShift
10 1 (1.00%) SaaS
Communications & Networking
1 6 (6.00%) Internet
2 5 (5.00%) HTTP
3 2 (2.00%) Software-Defined Networking
Database & Business Intelligence
1 40 (40.00%) Big Data
2 15 (15.00%) Hadoop
3 14 (14.00%) Apache Hive
3 14 (14.00%) Power BI
3 14 (14.00%) Tableau
4 9 (9.00%) Amazon Athena
5 5 (5.00%) Redis
Development Applications
1 15 (15.00%) Jenkins
2 10 (10.00%) Travis CI
3 8 (8.00%) CircleCI
4 6 (6.00%) Visual Studio
5 5 (5.00%) Arquillian
5 5 (5.00%) JIRA
5 5 (5.00%) JUnit
5 5 (5.00%) Maven
5 5 (5.00%) Mockito
5 5 (5.00%) Subversion
6 2 (2.00%) GitLab
6 2 (2.00%) GoCD
General
1 45 (45.00%) Games
2 18 (18.00%) Automotive
3 10 (10.00%) Social Skills
4 9 (9.00%) Analytical Skills
5 8 (8.00%) Electronics
6 5 (5.00%) Finance
7 4 (4.00%) Marketing
7 4 (4.00%) Public Sector
8 3 (3.00%) Manufacturing
8 3 (3.00%) Telecoms
9 2 (2.00%) Front Office
9 2 (2.00%) Retail
10 1 (1.00%) Local Government
Job Titles
1 38 (38.00%) Trainee
2 16 (16.00%) Data Scientist
2 16 (16.00%) Software Engineer
3 15 (15.00%) Senior Data Scientist
4 14 (14.00%) Developer
5 9 (9.00%) Senior Software Engineer
6 6 (6.00%) C++ Developer
7 5 (5.00%) Java Engineer
7 5 (5.00%) Java Software Engineer
7 5 (5.00%) Machine Learning Engineer
7 5 (5.00%) React Developer
7 5 (5.00%) Senior Java Engineer
7 5 (5.00%) Senior Java Software Engineer
8 3 (3.00%) Front End Developer (Client-Side Developer)
9 2 (2.00%) C++ Games Developer
9 2 (2.00%) Games Developer
9 2 (2.00%) Graduate
9 2 (2.00%) Senior Developer
9 2 (2.00%) Senior React Developer
10 1 (1.00%) Programmer
Libraries, Frameworks & Software Standards
1 44 (44.00%) Spring
2 10 (10.00%) AngularJS
2 10 (10.00%) HTML
2 10 (10.00%) HTML5
2 10 (10.00%) Node.js
2 10 (10.00%) React
2 10 (10.00%) RESTful
3 9 (9.00%) NumPy
3 9 (9.00%) Pandas
3 9 (9.00%) PyTorch
3 9 (9.00%) scikit-learn
3 9 (9.00%) TensorFlow
4 8 (8.00%) OpenCV
4 8 (8.00%) Web Services
5 5 (5.00%) CSS
5 5 (5.00%) MFC
5 5 (5.00%) OpenFin
5 5 (5.00%) Spring Boot
5 5 (5.00%) Vue.js
5 5 (5.00%) XML
Miscellaneous
1 14 (14.00%) Data Structures
2 7 (7.00%) Cloud Native
3 6 (6.00%) Management Information System
4 5 (5.00%) 3D Graphics
4 5 (5.00%) Client/Server
4 5 (5.00%) IoT
4 5 (5.00%) Smartphone
4 5 (5.00%) User Experience
5 4 (4.00%) Sports Betting
6 2 (2.00%) Foreign Exchange (FX)
6 2 (2.00%) Greenfield Project
6 2 (2.00%) Self-Motivation
7 1 (1.00%) Blog
7 1 (1.00%) CUDA
7 1 (1.00%) FPGA
Operating Systems
1 14 (14.00%) Windows
2 12 (12.00%) Linux
Processes & Methodologies
1 71 (71.00%) Machine Learning
2 69 (69.00%) Agile
3 68 (68.00%) Data Science
4 50 (50.00%) Analytics
4 50 (50.00%) Data Engineering
5 45 (45.00%) DevOps
6 40 (40.00%) Mentoring
7 39 (39.00%) Data Analytics
8 38 (38.00%) Cybersecurity
8 38 (38.00%) Data Architecture
8 38 (38.00%) Information Security
8 38 (38.00%) Security Management
8 38 (38.00%) SFIA
8 38 (38.00%) Threat Analysis
9 25 (25.00%) Visualisation
10 24 (24.00%) Computer Science
11 19 (19.00%) Continuous Integration
12 18 (18.00%) Data Analysis
12 18 (18.00%) Mathematics
12 18 (18.00%) Software Engineering
Programming Languages
1 83 (83.00%) Python
2 50 (50.00%) Java
3 21 (21.00%) SQL
4 20 (20.00%) C++
5 16 (16.00%) R
6 12 (12.00%) JavaScript
7 9 (9.00%) Bash
7 9 (9.00%) Shell Script
8 8 (8.00%) MATLAB
9 5 (5.00%) TypeScript
9 5 (5.00%) VC++
10 4 (4.00%) C
10 4 (4.00%) C#
11 3 (3.00%) Scala
12 1 (1.00%) Perl
12 1 (1.00%) PowerShell
12 1 (1.00%) Ruby
Qualifications
1 20 (20.00%) Degree
2 2 (2.00%) Computer Science Degree
2 2 (2.00%) PhD
3 1 (1.00%) Master's Degree
3 1 (1.00%) Numerate Degree
Quality Assurance & Compliance
1 38 (38.00%) QA
System Software
1 16 (16.00%) Docker
2 2 (2.00%) Ceph
2 2 (2.00%) Lustre
3 1 (1.00%) Firmware
Systems Management
1 16 (16.00%) Kubernetes
1 16 (16.00%) Terraform
2 2 (2.00%) Ansible
2 2 (2.00%) Mesos
Vendors
1 39 (39.00%) Microsoft
2 15 (15.00%) Google
3 14 (14.00%) Databricks
4 9 (9.00%) Hitachi
5 3 (3.00%) SAP