Period
to 18 November 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 18 November 2018 with a comparison to the same period over the previous 2 years.

Algorithms
South West > Gloucestershire
6 months to
18 Nov 2018
Same period 2017 Same period 2016
Rank 105 132 137
Rank change year-on-year +27 +5 +1
Permanent jobs citing Algorithms 19 7 29
As % of all permanent IT jobs advertised in Gloucestershire 1.22% 0.47% 1.28%
As % of the Miscellaneous category 3.04% 1.29% 3.23%
Number of salaries quoted 11 6 29
Gloucestershire median annual salary £60,000 £42,500 £50,000
Median salary % change year-on-year +41.18% -15.00% +5.26%
10th Percentile £32,500 £38,750 £26,250
90th Percentile £75,000 £66,250 £60,000
South West median annual salary £42,500 £55,000 £48,750
% change year-on-year -22.73% +12.82% +21.88%

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 625 544 899
As % of all permanent IT jobs advertised in Gloucestershire 40.14% 36.34% 39.59%
Number of salaries quoted 452 431 725
Gloucestershire median annual salary £46,250 £42,500 £42,500
Median salary % change year-on-year +8.82% - +6.25%
10th Percentile £22,250 £24,000 £25,000
90th Percentile £65,000 £62,500 £65,000
South West median annual salary £42,500 £41,500 £40,000
% change year-on-year +2.41% +3.75% -

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 18 November 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 18 November 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 +17 8 £55,000 -4.35% 2
Gloucester +4 2 £66,250 +55.88% 2
Cirencester - 1 £60,000 -
Algorithms
South West

For the 6 months to 18 November 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 12 (63.16%) Python
1 12 (63.16%) Machine Learning
1 12 (63.16%) Analytics
2 11 (57.89%) Data Science
3 10 (52.63%) Artificial Intelligence
3 10 (52.63%) Statistics
3 10 (52.63%) Degree
4 9 (47.37%) Big Data
4 9 (47.37%) Amazon AWS
5 8 (42.11%) Mathematics
6 7 (36.84%) Web Services
6 7 (36.84%) Apache Hive
6 7 (36.84%) Apache Spark
7 6 (31.58%) R
7 6 (31.58%) Apache Pig
7 6 (31.58%) Test Automation
7 6 (31.58%) Hadoop
8 5 (26.32%) Visualisation
8 5 (26.32%) C++
8 5 (26.32%) Java
8 5 (26.32%) Analytical Skills
8 5 (26.32%) Chatbot
8 5 (26.32%) Conversational UI
9 4 (21.05%) Exploratory Testing
9 4 (21.05%) Mentoring
9 4 (21.05%) Coaching
9 4 (21.05%) REST
9 4 (21.05%) Microsoft Azure
9 4 (21.05%) DNA
9 4 (21.05%) HTTP

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 7 (36.84%) Apache Spark
2 6 (31.58%) Apache Pig
3 2 (10.53%) SAS
4 1 (5.26%) Apache
Applications
1 5 (26.32%) Chatbot
Cloud Services
1 9 (47.37%) Amazon AWS
2 4 (21.05%) Microsoft Azure
3 1 (5.26%) Amazon EC2
3 1 (5.26%) Amazon EMR
3 1 (5.26%) Amazon SageMaker
3 1 (5.26%) SaaS
Communications & Networking
1 4 (21.05%) HTTP
2 1 (5.26%) Software-Defined Radio
Database & Business Intelligence
1 9 (47.37%) Big Data
2 7 (36.84%) Apache Hive
3 6 (31.58%) Hadoop
4 3 (15.79%) Amazon Redshift
4 3 (15.79%) Data Mining
4 3 (15.79%) Presto
4 3 (15.79%) Text Mining
5 2 (10.53%) MySQL
5 2 (10.53%) PostgreSQL
6 1 (5.26%) Blockchain
6 1 (5.26%) BusinessObjects Business Intelligence
6 1 (5.26%) Data Lake
6 1 (5.26%) Data Warehouse
6 1 (5.26%) SAS EBI
Development Applications
1 3 (15.79%) Git (software)
1 3 (15.79%) Maven
1 3 (15.79%) Subversion
General
1 1 (5.26%) Retail
Job Titles
1 10 (52.63%) Data Scientist
2 4 (21.05%) Senior Test Automation Engineer
2 4 (21.05%) Senior Test Engineer
2 4 (21.05%) Test Automation Engineer
2 4 (21.05%) Test Engineer
3 3 (15.79%) Senior Data Scientist
4 2 (10.53%) Artificial Intelligence Developer
4 2 (10.53%) C++ Developer
4 2 (10.53%) C++ Software Developer
4 2 (10.53%) C++/Java Developer
4 2 (10.53%) Developer
4 2 (10.53%) Java Developer
4 2 (10.53%) Java Software Developer
4 2 (10.53%) Software Developer
5 1 (5.26%) Architect
5 1 (5.26%) Development Engineer
5 1 (5.26%) Enterprise Architect
5 1 (5.26%) FPGA Engineer
5 1 (5.26%) Research Engineer
5 1 (5.26%) RF Engineer
Libraries, Frameworks & Software Standards
1 7 (36.84%) Web Services
2 4 (21.05%) REST
3 3 (15.79%) JSON
3 3 (15.79%) XML
4 1 (5.26%) Natural Language Processing
Miscellaneous
1 5 (26.32%) Analytical Skills
2 3 (15.79%) Data Structures
2 3 (15.79%) Management Information System
2 3 (15.79%) Social Media
3 2 (10.53%) CUDA
3 2 (10.53%) Virtual Team
4 1 (5.26%) Computer Science
4 1 (5.26%) Field-Programmable Gate Array
4 1 (5.26%) Greenfield Project
4 1 (5.26%) Verilog
4 1 (5.26%) VHDL
Operating Systems
1 3 (15.79%) Linux
2 1 (5.26%) Embedded Linux
Processes & Methodologies
1 12 (63.16%) Analytics
1 12 (63.16%) Machine Learning
2 11 (57.89%) Data Science
3 10 (52.63%) Artificial Intelligence
3 10 (52.63%) Statistics
4 8 (42.11%) Mathematics
5 6 (31.58%) Test Automation
6 5 (26.32%) Conversational UI
6 5 (26.32%) Visualisation
7 4 (21.05%) Agile Software Development
7 4 (21.05%) B2B
7 4 (21.05%) Coaching
7 4 (21.05%) Continuous Integration
7 4 (21.05%) DNA
7 4 (21.05%) Exploratory Testing
7 4 (21.05%) Mentoring
7 4 (21.05%) Statistical Analysis
8 3 (15.79%) Data Analysis
8 3 (15.79%) TDD
8 3 (15.79%) Web Application Development
Programming Languages
1 12 (63.16%) Python
2 6 (31.58%) R
3 5 (26.32%) C++
3 5 (26.32%) Java
4 3 (15.79%) C
4 3 (15.79%) SQL
5 1 (5.26%) Embedded C
Qualifications
1 10 (52.63%) Degree
2 4 (21.05%) Security Cleared
3 2 (10.53%) SC Cleared
Quality Assurance & Compliance
1 1 (5.26%) QA
Vendors
1 1 (5.26%) Alteryx
1 1 (5.26%) IBM
1 1 (5.26%) Microsoft
1 1 (5.26%) SAP
1 1 (5.26%) Tableau