Period
to 19 June 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 19 June 2018 with a comparison to the same period over the previous 2 years.

Algorithms
South West > Gloucestershire
6 months to
19 Jun 2018
Same period 2017 Same period 2016
Rank 122 138 120
Rank change year-on-year +16 -18 +15
Permanent jobs citing Algorithms 12 10 31
As % of all permanent IT jobs advertised in Gloucestershire 0.74% 0.56% 1.50%
As % of the Miscellaneous category 1.91% 1.48% 3.78%
Number of salaries quoted 12 10 19
Gloucestershire median annual salary £45,000 £51,250 £50,000
Median salary % change year-on-year -12.20% +2.50% +17.65%
10th Percentile £33,050 £41,775 £42,500
90th Percentile £74,500 £60,750 £60,000
South West median annual salary £55,000 £50,000 £45,000
% change year-on-year +10.00% +11.11% +5.88%

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 629 676 820
As % of all permanent IT jobs advertised in Gloucestershire 39.00% 38.11% 39.81%
Number of salaries quoted 488 555 512
Gloucestershire median annual salary £42,500 £40,000 £45,000
Median salary % change year-on-year +6.25% -11.11% +12.50%
10th Percentile £22,750 £24,750 £24,000
90th Percentile £62,150 £60,000 £67,000
South West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +6.67%

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 19 June 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 19 June 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 -6 6 £45,000 -14.29%
Gloucester - 2 £66,250 -
Algorithms
South West

For the 6 months to 19 June 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 10 (83.33%) Python
2 8 (66.67%) Machine Learning
2 8 (66.67%) Big Data
2 8 (66.67%) Analytics
3 6 (50.00%) Degree
3 6 (50.00%) Artificial Intelligence
4 4 (33.33%) Data Science
4 4 (33.33%) Agile Software Development
4 4 (33.33%) Java
4 4 (33.33%) C
4 4 (33.33%) Stakeholder Engagement
5 3 (25.00%) Visualisation
5 3 (25.00%) Microsoft Azure
5 3 (25.00%) Amazon AWS
5 3 (25.00%) Git (software)
5 3 (25.00%) C++
5 3 (25.00%) SQL
5 3 (25.00%) Subversion
5 3 (25.00%) Deep Learning
6 2 (16.67%) Amazon Redshift
6 2 (16.67%) Apache Spark
6 2 (16.67%) Presto
6 2 (16.67%) Apache Pig
6 2 (16.67%) Virtual Team
6 2 (16.67%) FPGA Design
6 2 (16.67%) Innovative Thinking
6 2 (16.67%) Maven
6 2 (16.67%) TDD
6 2 (16.67%) Data Management
6 2 (16.67%) PostgreSQL

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 2 (16.67%) Apache Pig
1 2 (16.67%) Apache Spark
2 1 (8.33%) SAS
Applications
1 1 (8.33%) Chatbot
Cloud Services
1 3 (25.00%) Amazon AWS
1 3 (25.00%) Microsoft Azure
2 1 (8.33%) Amazon SageMaker
2 1 (8.33%) SaaS
Database & Business Intelligence
1 8 (66.67%) Big Data
2 2 (16.67%) Amazon Redshift
2 2 (16.67%) Apache Hive
2 2 (16.67%) Hadoop
2 2 (16.67%) MySQL
2 2 (16.67%) PostgreSQL
2 2 (16.67%) Presto
3 1 (8.33%) Blockchain
3 1 (8.33%) BusinessObjects Business Intelligence
3 1 (8.33%) Data Lake
3 1 (8.33%) Data Warehouse
3 1 (8.33%) NoSQL
3 1 (8.33%) SAS EBI
Development Applications
1 3 (25.00%) Git (software)
1 3 (25.00%) Subversion
2 2 (16.67%) Maven
Job Titles
1 5 (41.67%) Machine Learning Engineer
2 2 (16.67%) Artificial Intelligence Developer
2 2 (16.67%) C++ Developer
2 2 (16.67%) C++ Software Developer
2 2 (16.67%) C++/Java Developer
2 2 (16.67%) Data Scientist
2 2 (16.67%) Developer
2 2 (16.67%) Java Developer
2 2 (16.67%) Java Software Developer
2 2 (16.67%) Software Developer
3 1 (8.33%) Architect
3 1 (8.33%) DSP Engineer
3 1 (8.33%) Enterprise Architect
3 1 (8.33%) Firmware Engineer
3 1 (8.33%) Process Engineer
Libraries, Frameworks & Software Standards
1 2 (16.67%) JSON
1 2 (16.67%) Web Services
1 2 (16.67%) XML
2 1 (8.33%) Natural Language Processing
Miscellaneous
1 2 (16.67%) CUDA
1 2 (16.67%) Field-Programmable Gate Array
1 2 (16.67%) VHDL
1 2 (16.67%) Virtual Team
Operating Systems
1 2 (16.67%) Linux
Processes & Methodologies
1 8 (66.67%) Analytics
1 8 (66.67%) Machine Learning
2 6 (50.00%) Artificial Intelligence
3 4 (33.33%) Agile Software Development
3 4 (33.33%) Data Science
3 4 (33.33%) Stakeholder Engagement
4 3 (25.00%) Deep Learning
4 3 (25.00%) Visualisation
5 2 (16.67%) Data Management
5 2 (16.67%) Data Protection
5 2 (16.67%) FPGA Design
5 2 (16.67%) Innovative Thinking
5 2 (16.67%) Statistics
5 2 (16.67%) TDD
5 2 (16.67%) Test Automation
5 2 (16.67%) Video Analytics
6 1 (8.33%) Digital Signal Processing
6 1 (8.33%) Enterprise Architecture
6 1 (8.33%) Image Processing
6 1 (8.33%) Mathematics
Programming Languages
1 10 (83.33%) Python
2 4 (33.33%) C
2 4 (33.33%) Java
3 3 (25.00%) C++
3 3 (25.00%) SQL
4 2 (16.67%) R
5 1 (8.33%) MATLAB
Qualifications
1 6 (50.00%) Degree
2 1 (8.33%) PhD
2 1 (8.33%) SC Cleared
2 1 (8.33%) Security Cleared
System Software
1 1 (8.33%) Firmware
Vendors
1 2 (16.67%) Google
2 1 (8.33%) Altera
2 1 (8.33%) Alteryx
2 1 (8.33%) IBM
2 1 (8.33%) Microsoft
2 1 (8.33%) SAP
2 1 (8.33%) Tableau
2 1 (8.33%) Xilinx