Period
to 25 September 2018

The table below looks at the prevalence of the term Algorithms in permanent job vacancies advertised in Gloucestershire. Included is a benchmarking guide to the salaries offered in vacancies that have cited Algorithms over the 6 months to 25 September 2018 with a comparison to the same period over the previous 2 years.

Algorithms
South West > Gloucestershire
6 months to
25 Sep 2018
Same period 2017 Same period 2016
Rank 116 140 130
Rank change year-on-year +24 -10 +18
Permanent jobs citing Algorithms 14 5 31
As % of all permanent IT jobs advertised in Gloucestershire 0.83% 0.31% 1.47%
As % of the Miscellaneous category 2.10% 0.83% 3.56%
Number of salaries quoted 14 4 23
Gloucestershire median annual salary £47,500 £47,500 £50,000
Median salary % change year-on-year - -5.00% +5.26%
10th Percentile £34,750 £38,750 £26,250
90th Percentile £75,000 £64,125 £58,500
South West median annual salary £42,500 £50,000 £45,000
% change year-on-year -15.00% +11.11% +12.50%

Algorithms is in the Generic IT Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Gloucestershire with a requirement for generic IT skills.

All Generic IT Skills
Gloucestershire
Permanent vacancies with a requirement for generic IT skills 667 603 870
As % of all permanent IT jobs advertised in Gloucestershire 39.73% 37.02% 41.33%
Number of salaries quoted 496 478 648
Gloucestershire median annual salary £45,000 £40,250 £45,000
Median salary % change year-on-year +11.80% -10.56% +12.50%
10th Percentile £22,750 £23,000 £23,250
90th Percentile £63,750 £60,000 £65,647
South West median annual salary £42,500 £40,750 £40,000
% change year-on-year +4.29% +1.88% +2.56%

Algorithms
Job Vacancy Trend in Gloucestershire

Job postings citing Algorithms as a percentage of all IT jobs advertised in Gloucestershire.

Job vacancy trend for Algorithms in Gloucestershire

Algorithms
Salary Trend in Gloucestershire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Algorithms in Gloucestershire.

Salary trend for Algorithms in Gloucestershire

Algorithms
Salary Histogram in Gloucestershire

The salary distribution of IT jobs citing Algorithms in Gloucestershire over the 6 months to 25 September 2018.

Salary histogram for Algorithms in Gloucestershire

Algorithms
Job Locations in Gloucestershire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Algorithms within the Gloucestershire region over the 6 months to 25 September 2018. 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
Job
Vacancies
Cheltenham +7 9 £45,000 -16.28%
Gloucester +9 2 £66,250 +55.88%
Cirencester - 1 £60,000 -
Algorithms
South West

For the 6 months to 25 September 2018, 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 Gloucestershire region with a requirement for Algorithms.

1 14 (100.00%) Python
2 12 (85.71%) Analytics
2 12 (85.71%) Machine Learning
3 10 (71.43%) Degree
4 9 (64.29%) Big Data
5 8 (57.14%) Data Science
6 7 (50.00%) Statistics
6 7 (50.00%) Artificial Intelligence
7 6 (42.86%) R
8 5 (35.71%) Amazon AWS
8 5 (35.71%) Mathematics
8 5 (35.71%) Java
9 4 (28.57%) C
9 4 (28.57%) C++
9 4 (28.57%) Agile Software Development
9 4 (28.57%) Microsoft Azure
9 4 (28.57%) Stakeholder Engagement
9 4 (28.57%) Apache Hive
9 4 (28.57%) Apache Spark
10 3 (21.43%) Presto
10 3 (21.43%) Amazon Redshift
10 3 (21.43%) Apache Pig
10 3 (21.43%) JSON
10 3 (21.43%) Git (software)
10 3 (21.43%) Hadoop
10 3 (21.43%) TDD
10 3 (21.43%) Subversion
10 3 (21.43%) Maven
10 3 (21.43%) SQL
10 3 (21.43%) Web Services

Algorithms
Co-occurring IT Skills in Gloucestershire 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 4 (28.57%) Apache Spark
2 3 (21.43%) Apache Pig
3 2 (14.29%) SAS
4 1 (7.14%) Apache
Applications
1 1 (7.14%) Chatbot
Cloud Services
1 5 (35.71%) Amazon AWS
2 4 (28.57%) Microsoft Azure
3 1 (7.14%) Amazon EC2
3 1 (7.14%) Amazon EMR
3 1 (7.14%) Amazon SageMaker
3 1 (7.14%) SaaS
Database & Business Intelligence
1 9 (64.29%) Big Data
2 4 (28.57%) Apache Hive
3 3 (21.43%) Amazon Redshift
3 3 (21.43%) Hadoop
3 3 (21.43%) Presto
4 2 (14.29%) MySQL
4 2 (14.29%) PostgreSQL
5 1 (7.14%) Blockchain
5 1 (7.14%) BusinessObjects Business Intelligence
5 1 (7.14%) Data Lake
5 1 (7.14%) Data Warehouse
5 1 (7.14%) SAS EBI
Development Applications
1 3 (21.43%) Git (software)
1 3 (21.43%) Maven
1 3 (21.43%) Subversion
General
1 1 (7.14%) Retail
Job Titles
1 7 (50.00%) Data Scientist
2 4 (28.57%) Machine Learning Engineer
3 3 (21.43%) Senior Data Scientist
4 2 (14.29%) Artificial Intelligence Developer
4 2 (14.29%) C++ Developer
4 2 (14.29%) C++ Software Developer
4 2 (14.29%) C++/Java Developer
4 2 (14.29%) Developer
4 2 (14.29%) Java Developer
4 2 (14.29%) Java Software Developer
4 2 (14.29%) Software Developer
5 1 (7.14%) Architect
5 1 (7.14%) Data Engineer
5 1 (7.14%) Enterprise Architect
Libraries, Frameworks & Software Standards
1 3 (21.43%) JSON
1 3 (21.43%) Web Services
1 3 (21.43%) XML
2 1 (7.14%) Natural Language Processing
Miscellaneous
1 2 (14.29%) Analytical Skills
1 2 (14.29%) CUDA
1 2 (14.29%) Virtual Team
2 1 (7.14%) Computer Science
2 1 (7.14%) Greenfield Project
Operating Systems
1 2 (14.29%) Linux
Processes & Methodologies
1 12 (85.71%) Analytics
1 12 (85.71%) Machine Learning
2 8 (57.14%) Data Science
3 7 (50.00%) Artificial Intelligence
3 7 (50.00%) Statistics
4 5 (35.71%) Mathematics
5 4 (28.57%) Agile Software Development
5 4 (28.57%) Stakeholder Engagement
6 3 (21.43%) TDD
7 2 (14.29%) Applied Mathematics
7 2 (14.29%) Data Management
7 2 (14.29%) Data Protection
7 2 (14.29%) Data-Driven Testing
7 2 (14.29%) Deep Learning
7 2 (14.29%) Innovative Thinking
7 2 (14.29%) Linear Programming
7 2 (14.29%) Predictive Analysis
7 2 (14.29%) Test Automation
7 2 (14.29%) Video Analytics
7 2 (14.29%) Visualisation
Programming Languages
1 14 (100.00%) Python
2 6 (42.86%) R
3 5 (35.71%) Java
4 4 (28.57%) C
4 4 (28.57%) C++
5 3 (21.43%) SQL
Qualifications
1 10 (71.43%) Degree
Quality Assurance & Compliance
1 1 (7.14%) QA
Vendors
1 2 (14.29%) Google
2 1 (7.14%) Alteryx
2 1 (7.14%) IBM
2 1 (7.14%) Microsoft
2 1 (7.14%) SAP
2 1 (7.14%) Tableau