Period
to 31 May 2020

The following table provides summary statistics for permanent job vacancies advertised in Gloucestershire 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 31 May 2020 with a comparison to the same period in the previous 2 years.

Apache Spark
South West > Gloucestershire
6 months to
31 May 2020
Same period 2019 Same period 2018
Rank 107 73 102
Rank change year-on-year -34 +29 +22
Permanent jobs citing Apache Spark 2 66 22
As % of all permanent jobs advertised in Gloucestershire 0.18% 4.19% 1.41%
As % of the Application Platforms category 0.91% 22.92% 7.33%
Number of salaries quoted 2 48 21
Median annual salary £44,500 £55,000 £55,000
Median salary % change year-on-year -19.09% - +10.00%
10th Percentile £35,550 £37,500 £42,500
90th Percentile £53,850 £62,500 £66,250
South West median annual salary £50,000 £55,000 £52,500
% change year-on-year -9.09% +4.76% -4.55%

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 Gloucestershire with a requirement for application platform skills.

All Application Platform Skills
Gloucestershire
Permanent vacancies with a requirement for application platform skills 219 288 300
As % of all permanent IT jobs advertised in Gloucestershire 19.73% 18.30% 19.29%
Number of salaries quoted 169 218 241
Median annual salary £46,000 £46,000 £47,500
Median salary % change year-on-year - -3.16% +5.56%
10th Percentile £27,500 £25,950 £30,000
90th Percentile £69,200 £63,750 £62,500
South West median annual salary £43,000 £42,500 £40,000
% change year-on-year +1.18% +6.25% -

Apache Spark
Job Vacancy Trend in Gloucestershire

Job postings citing Apache Spark as a proportion of all IT jobs advertised in Gloucestershire.

Job vacancy trend for Apache Spark in Gloucestershire

Apache Spark
Salary Trend in Gloucestershire

3-month moving average salary quoted in jobs citing Apache Spark in Gloucestershire.

Salary trend for Apache Spark in Gloucestershire

Apache Spark
Salary Histogram in Gloucestershire

Salary distribution for jobs citing Apache Spark in Gloucestershire over the 6 months to 31 May 2020.

Salary histogram for Apache Spark in Gloucestershire

For the 6 months to 31 May 2020, 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 Gloucestershire region with a requirement for Apache Spark.

1 2 (100.00%) Python
1 2 (100.00%) C
1 2 (100.00%) Visualisation
1 2 (100.00%) Machine Learning
1 2 (100.00%) OSINT
1 2 (100.00%) DV Cleared
1 2 (100.00%) Security Cleared
1 2 (100.00%) Git (software)
1 2 (100.00%) Data Science
2 1 (50.00%) Problem-Solving
2 1 (50.00%) Systems Engineering
2 1 (50.00%) Bitbucket Server
2 1 (50.00%) Public Sector
2 1 (50.00%) Requirements Gathering
2 1 (50.00%) Reverse Engineering
2 1 (50.00%) Hadoop
2 1 (50.00%) Android
2 1 (50.00%) git-flow
2 1 (50.00%) Elastic Stack
2 1 (50.00%) SANS
2 1 (50.00%) CompTIA Security+
2 1 (50.00%) Social Media Analysis
2 1 (50.00%) Cyber Kill Chain
2 1 (50.00%) Analytical Mindset
2 1 (50.00%) Big Data
2 1 (50.00%) Kafka
2 1 (50.00%) Apache Flume
2 1 (50.00%) GitHub
2 1 (50.00%) Bitbucket
2 1 (50.00%) Analytics

Apache Spark
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 1 (50.00%) Apache
1 1 (50.00%) Elasticsearch
1 1 (50.00%) GlassFish
1 1 (50.00%) Tomcat
Applications
1 1 (50.00%) Gephi
Cloud Services
1 1 (50.00%) GitHub
Communications & Networking
1 1 (50.00%) DNS
1 1 (50.00%) Ethernet
1 1 (50.00%) Firewall
1 1 (50.00%) HTTP
1 1 (50.00%) Intrusion Detection
1 1 (50.00%) MPLS
1 1 (50.00%) SSL
1 1 (50.00%) VPN
Database & Business Intelligence
1 1 (50.00%) Apache Hive
1 1 (50.00%) Big Data
1 1 (50.00%) Hadoop
1 1 (50.00%) Impala
Development Applications
1 2 (100.00%) Git (software)
2 1 (50.00%) Bitbucket
2 1 (50.00%) Bitbucket Server
2 1 (50.00%) git-flow
2 1 (50.00%) Jenkins
2 1 (50.00%) JIRA
2 1 (50.00%) Visual Studio
General
1 1 (50.00%) Legal
1 1 (50.00%) Public Sector
Job Titles
1 1 (50.00%) Analyst
1 1 (50.00%) Data Analyst
1 1 (50.00%) Data Science Analyst
1 1 (50.00%) Software Engineer
Libraries, Frameworks & Software Standards
1 1 (50.00%) CSS
1 1 (50.00%) CSS3
1 1 (50.00%) Elastic Stack
1 1 (50.00%) HTML
1 1 (50.00%) HTML5
1 1 (50.00%) Kafka
Miscellaneous
1 1 (50.00%) Analytical Mindset
1 1 (50.00%) Analytical Skills
1 1 (50.00%) Cyber Kill Chain
1 1 (50.00%) Social Media
Operating Systems
1 1 (50.00%) Android
1 1 (50.00%) Apple iOS
1 1 (50.00%) Linux
1 1 (50.00%) Windows
Processes & Methodologies
1 2 (100.00%) Data Science
1 2 (100.00%) Machine Learning
1 2 (100.00%) OSINT
1 2 (100.00%) Visualisation
2 1 (50.00%) Agile Software Development
2 1 (50.00%) Analytics
2 1 (50.00%) API Development
2 1 (50.00%) Cryptography
2 1 (50.00%) Cybersecurity
2 1 (50.00%) Data Analysis
2 1 (50.00%) DevOps
2 1 (50.00%) Ethical Hacking
2 1 (50.00%) MapReduce
2 1 (50.00%) Penetration Testing
2 1 (50.00%) Problem-Solving
2 1 (50.00%) Requirements Gathering
2 1 (50.00%) Scrum
2 1 (50.00%) Security Management
2 1 (50.00%) Social Media Analysis
2 1 (50.00%) Systems Engineering
Programming Languages
1 2 (100.00%) C
1 2 (100.00%) Python
2 1 (50.00%) Apple Swift
2 1 (50.00%) Bash Shell
2 1 (50.00%) C#
2 1 (50.00%) C++
2 1 (50.00%) Java
2 1 (50.00%) JavaScript
2 1 (50.00%) Objective-C
2 1 (50.00%) Perl
2 1 (50.00%) R
Qualifications
1 2 (100.00%) DV Cleared
1 2 (100.00%) Security Cleared
2 1 (50.00%) CCNA
2 1 (50.00%) CEH
2 1 (50.00%) Cisco Certification
2 1 (50.00%) CISSP
2 1 (50.00%) CompTIA Security+
2 1 (50.00%) GIAC
2 1 (50.00%) Linux+ Certification
2 1 (50.00%) MCSE
2 1 (50.00%) Microsoft Certification
2 1 (50.00%) Network+ Certification
2 1 (50.00%) SANS
2 1 (50.00%) SSCP
System Software
1 1 (50.00%) Apache Flume
1 1 (50.00%) Docker
Systems Management
1 1 (50.00%) Kibana
1 1 (50.00%) Oozie
1 1 (50.00%) Opscode Chef
Vendors
1 1 (50.00%) BT
1 1 (50.00%) Splunk