Period
to 13 August 2020

The following table provides summary statistics for permanent job vacancies advertised in Swindon 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 13 August 2020 with a comparison to the same period in the previous 2 years.

Apache Spark
Wiltshire > Swindon
6 months to
13 Aug 2020
Same period 2019 Same period 2018
Rank 46 40 -
Rank change year-on-year -6 - +82
Permanent jobs citing Apache Spark 11 54 0
As % of all permanent jobs advertised in Swindon 2.85% 6.52% -
As % of the Application Platforms category 26.19% 37.76% -
Number of salaries quoted 2 46 0
Median annual salary £50,500 £61,500 -
Median salary % change year-on-year -17.89% - -
Wiltshire median annual salary £50,500 £61,500 £50,000
% change year-on-year -17.89% +23.00% -25.93%

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 Swindon with a requirement for application platform skills.

All Application Platform Skills
Swindon
Permanent vacancies with a requirement for application platform skills 42 143 79
As % of all permanent IT jobs advertised in Swindon 10.88% 17.27% 9.59%
Number of salaries quoted 27 128 74
Median annual salary £50,000 £51,000 £41,382
Median salary % change year-on-year -1.96% +23.24% +2.18%
10th Percentile £30,250 £29,000 £29,675
90th Percentile £56,150 £75,000 £57,500
Wiltshire median annual salary £50,500 £55,000 £40,000
% change year-on-year -8.18% +37.50% -

Apache Spark
Job Vacancy Trend in Swindon

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

Job vacancy trend for Apache Spark in Swindon

Apache Spark
Salary Trend in Swindon

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

Salary trend for Apache Spark in Swindon

For the 6 months to 13 August 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 Swindon region with a requirement for Apache Spark.

1 11 (100.00%) Scrum
1 11 (100.00%) Agile Software Development
1 11 (100.00%) Docker
1 11 (100.00%) Analytical Skills
2 9 (81.82%) DevOps
2 9 (81.82%) Continuous Improvement
2 9 (81.82%) Big Data
2 9 (81.82%) Data Lake
2 9 (81.82%) Data Strategy
2 9 (81.82%) Project Delivery
2 9 (81.82%) Teradata
2 9 (81.82%) Scala
2 9 (81.82%) Hadoop
2 9 (81.82%) Cucumber
2 9 (81.82%) Apache Hive
2 9 (81.82%) Kanban
2 9 (81.82%) R
2 9 (81.82%) Analytics
2 9 (81.82%) Jenkins
2 9 (81.82%) Python
2 9 (81.82%) Data Warehouse
2 9 (81.82%) Informatica
2 9 (81.82%) Stakeholder Management
3 7 (63.64%) Finance
4 2 (18.18%) DataStax
4 2 (18.18%) Agile Project Management
4 2 (18.18%) Infrastructure as Code
4 2 (18.18%) Collaborative Working
4 2 (18.18%) GDPR
4 2 (18.18%) Kerberos

Apache Spark
Co-occurring IT Skills in Swindon 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 (18.18%) Apache
Cloud Services
1 2 (18.18%) OpenShift
Communications & Networking
1 2 (18.18%) Kerberos
Database & Business Intelligence
1 9 (81.82%) Apache Hive
1 9 (81.82%) Big Data
1 9 (81.82%) Data Lake
1 9 (81.82%) Data Warehouse
1 9 (81.82%) Hadoop
2 2 (18.18%) Apache Cassandra
2 2 (18.18%) DataStax
2 2 (18.18%) MongoDB
2 2 (18.18%) NoSQL
2 2 (18.18%) RDBMS
2 2 (18.18%) Relational Database
2 2 (18.18%) SQL Server
Development Applications
1 9 (81.82%) Cucumber
1 9 (81.82%) Jenkins
General
1 7 (63.64%) Finance
Job Titles
1 8 (72.73%) Data Engineer
2 3 (27.27%) Hadoop Engineer
3 2 (18.18%) Administrator
3 2 (18.18%) Cassandra DBA
3 2 (18.18%) DBA
4 1 (9.09%) Informatica Engineer
4 1 (9.09%) NoSQL Administrator
4 1 (9.09%) Python Engineer
Libraries, Frameworks & Software Standards
1 2 (18.18%) LDAP
Miscellaneous
1 11 (100.00%) Analytical Skills
Operating Systems
1 2 (18.18%) Linux
1 2 (18.18%) Red Hat Enterprise Linux
Processes & Methodologies
1 11 (100.00%) Agile Software Development
1 11 (100.00%) Scrum
2 9 (81.82%) Analytics
2 9 (81.82%) Continuous Improvement
2 9 (81.82%) Data Strategy
2 9 (81.82%) DevOps
2 9 (81.82%) Kanban
2 9 (81.82%) Project Delivery
2 9 (81.82%) Stakeholder Management
3 2 (18.18%) Agile Project Management
3 2 (18.18%) Collaborative Working
3 2 (18.18%) Infrastructure as Code
3 2 (18.18%) Project Management
4 1 (9.09%) ETL
Programming Languages
1 9 (81.82%) Python
1 9 (81.82%) R
1 9 (81.82%) Scala
Quality Assurance & Compliance
1 2 (18.18%) GDPR
System Software
1 11 (100.00%) Docker
Systems Management
1 2 (18.18%) Ansible
Vendors
1 9 (81.82%) Informatica
1 9 (81.82%) Teradata
2 2 (18.18%) Oracle
2 2 (18.18%) Red Hat
2 2 (18.18%) Splunk
3 1 (9.09%) Netezza