Period
to 21 February 2019

The following table provides summary statistics for permanent job vacancies advertised in Gloucester with a requirement for Apache Spark skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Apache Spark over the 6 months to 21 February 2019 with a comparison to the same period in the previous 2 years.

Apache Spark
Gloucestershire > Gloucester
6 months to
21 Feb 2019
Same period 2018 Same period 2017
Rank 47 48 70
Rank change year-on-year +1 +22 -
Permanent jobs citing Apache Spark 2 2 4
As % of all permanent IT jobs advertised in Gloucester 0.54% 0.71% 0.62%
As % of the Application Platforms category 4.76% 2.67% 3.42%
Number of salaries quoted 2 2 4
Gloucester median annual salary £42,500 £55,000 £51,250
Median salary % change year-on-year -22.73% +7.32% -
10th Percentile £29,500 £47,500 £39,000
90th Percentile £59,500 £62,500 £66,250
Gloucestershire median annual salary £55,000 £35,000 £45,000
% change year-on-year +57.14% -22.22% -

Apache Spark is in the Application Platforms category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Gloucester with a requirement for application platform skills.

All Application Platform Skills
Gloucester
Permanent vacancies with a requirement for application platform skills 42 75 117
As % of all permanent IT jobs advertised in Gloucester 11.26% 26.79% 18.08%
Number of salaries quoted 34 52 106
Gloucester median annual salary £40,000 £47,500 £37,500
Median salary % change year-on-year -15.79% +26.67% -16.67%
10th Percentile £25,025 £37,625 £29,250
90th Percentile £54,250 £77,500 £55,000
Gloucestershire median annual salary £45,000 £46,000 £45,000
% change year-on-year -2.17% +2.22% -

Apache Spark
Job Vacancy Trend in Gloucester

Job postings citing Apache Spark as a percentage of all IT jobs advertised in Gloucester.

Job vacancy trend for Apache Spark in Gloucester

Apache Spark
Salary Trend in Gloucester

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Apache Spark in Gloucester.

Salary trend for Apache Spark in Gloucester

Apache Spark
Salary Histogram in Gloucester

The salary distribution of IT jobs citing Apache Spark in Gloucester over the 6 months to 21 February 2019.

Salary histogram for Apache Spark in Gloucester

For the 6 months to 21 February 2019, IT jobs citing Apache Spark 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 Gloucester region with a requirement for Apache Spark.

1 2 (100.00%) Python
1 2 (100.00%) Java
1 2 (100.00%) SQL
1 2 (100.00%) DevOps
1 2 (100.00%) Unix
2 1 (50.00%) Linux
2 1 (50.00%) JBoss
2 1 (50.00%) Pandas
2 1 (50.00%) Analytical Skills
2 1 (50.00%) Algorithms
2 1 (50.00%) scikit-learn
2 1 (50.00%) SDLC
2 1 (50.00%) Complexity Analysis
2 1 (50.00%) Cypher
2 1 (50.00%) Data Science
2 1 (50.00%) Problem-Solving
2 1 (50.00%) MySQL
2 1 (50.00%) Oracle
2 1 (50.00%) WebLogic
2 1 (50.00%) CSS
2 1 (50.00%) Web Services
2 1 (50.00%) JavaScript
2 1 (50.00%) C#
2 1 (50.00%) C++
2 1 (50.00%) HTML
2 1 (50.00%) Shell Script
2 1 (50.00%) Retail
2 1 (50.00%) Data Analysis
2 1 (50.00%) Software Engineering
2 1 (50.00%) WebSphere

Apache Spark
Co-occurring IT Skills in Gloucester 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 1 (50.00%) Elasticsearch
1 1 (50.00%) JBoss
1 1 (50.00%) WebLogic
1 1 (50.00%) WebSphere
Database & Business Intelligence
1 1 (50.00%) Apache Hive
1 1 (50.00%) Big Data
1 1 (50.00%) Hadoop
1 1 (50.00%) MongoDB
1 1 (50.00%) MySQL
1 1 (50.00%) Neo4j
1 1 (50.00%) OrientDB
Development Applications
1 1 (50.00%) Git (software)
1 1 (50.00%) Mercurial
General
1 1 (50.00%) Retail
Job Titles
1 1 (50.00%) Data Scientist
1 1 (50.00%) Developer
1 1 (50.00%) Developer/Software Engineer
1 1 (50.00%) DV Cleared Java Developer
1 1 (50.00%) DV Cleared Software Engineer
1 1 (50.00%) Graduate
1 1 (50.00%) Java Developer
1 1 (50.00%) Java Engineer
1 1 (50.00%) Java Software Developer
1 1 (50.00%) Java Software Engineer
1 1 (50.00%) Software Developer
1 1 (50.00%) Software Engineer
Libraries, Frameworks & Software Standards
1 1 (50.00%) CSS
1 1 (50.00%) CSS3
1 1 (50.00%) HTML
1 1 (50.00%) HTML5
1 1 (50.00%) Java EE
1 1 (50.00%) JSON
1 1 (50.00%) Natural Language Processing
1 1 (50.00%) Pandas
1 1 (50.00%) scikit-learn
1 1 (50.00%) SciPy
1 1 (50.00%) Web Services
Miscellaneous
1 1 (50.00%) Algorithms
1 1 (50.00%) Analytical Skills
Operating Systems
1 2 (100.00%) Unix
2 1 (50.00%) Linux
Processes & Methodologies
1 2 (100.00%) DevOps
2 1 (50.00%) Complexity Analysis
2 1 (50.00%) Continuous Integration
2 1 (50.00%) Data Analysis
2 1 (50.00%) Data Science
2 1 (50.00%) Machine Learning
2 1 (50.00%) Problem-Solving
2 1 (50.00%) Root Cause Analysis
2 1 (50.00%) SDLC
2 1 (50.00%) Software Engineering
2 1 (50.00%) Visualisation
Programming Languages
1 2 (100.00%) Java
1 2 (100.00%) Python
1 2 (100.00%) SQL
2 1 (50.00%) C#
2 1 (50.00%) C++
2 1 (50.00%) Cypher
2 1 (50.00%) JavaScript
2 1 (50.00%) Scala
2 1 (50.00%) Shell Script
Qualifications
1 1 (50.00%) DV Cleared
1 1 (50.00%) Security Cleared
Quality Assurance & Compliance
1 1 (50.00%) Data Quality
Vendors
1 1 (50.00%) Oracle