Period
to 13 June 2021

The following table provides summary statistics for permanent job vacancies advertised in Northern Ireland 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 June 2021 with a comparison to the same period in the previous 2 years.

Apache Spark
UK > Northern Ireland
6 months to
13 Jun 2021
Same period 2020 Same period 2019
Rank 71 57 77
Rank change year-on-year -14 +20 -
Permanent jobs citing Apache Spark 3 3 1
As % of all permanent jobs advertised in Northern Ireland 0.57% 0.70% 0.15%
As % of the Application Platforms category 11.54% 6.52% 0.89%
Number of salaries quoted 3 3 0
Median annual salary (50th Percentile) £54,500 £55,000 -
Median % change year-on-year -0.91% - -
UK median annual salary £75,000 £75,000 £75,000

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 Northern Ireland with a requirement for application platform skills.

All Application Platform Skills
Northern Ireland
Permanent vacancies with a requirement for application platform skills 26 46 112
As % of all permanent IT jobs advertised in Northern Ireland 4.94% 10.70% 17.07%
Number of salaries quoted 14 26 66
10th Percentile £29,000 " "
25th Percentile £34,500 £40,000 £23,000
Median annual salary (50th Percentile) £47,500 £45,000 £29,750
Median % change year-on-year +5.56% +51.26% -4.80%
75th Percentile £57,500 £55,000 £51,250
90th Percentile £61,250 £56,250 £65,625
UK median annual salary £53,000 £52,500 £50,000
% change year-on-year +0.95% +5.00% -

Apache Spark
Job Vacancy Trend in Northern Ireland

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

Job vacancy trend for Apache Spark in Northern Ireland

Apache Spark
Salary Trend in Northern Ireland

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

Salary trend for Apache Spark in Northern Ireland

Apache Spark
Salary Histogram in Northern Ireland

Salary distribution for jobs citing Apache Spark in Northern Ireland over the 6 months to 13 June 2021.

Salary histogram for Apache Spark in Northern Ireland

Apache Spark
Job Locations in Northern Ireland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Spark within the Northern Ireland region over the 6 months to 13 June 2021. 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
County Antrim -3 3 £54,500 -0.91% 2
Apache Spark
UK

For the 6 months to 13 June 2021, 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 Northern Ireland region with a requirement for Apache Spark.

1 3 (100.00%) Java
1 3 (100.00%) Big Data
1 3 (100.00%) Kafka
1 3 (100.00%) DevOps
1 3 (100.00%) Agile Software Development
2 2 (66.67%) Amazon Kinesis Data Analytics
2 2 (66.67%) BigQuery
2 2 (66.67%) GCP
2 2 (66.67%) Amazon Kinesis
2 2 (66.67%) Apache Flume
2 2 (66.67%) Analytics
2 2 (66.67%) Oozie
2 2 (66.67%) Software Engineering
2 2 (66.67%) Scala
2 2 (66.67%) Hadoop
2 2 (66.67%) AWS
2 2 (66.67%) Apache Hive
3 1 (33.33%) MongoDB
3 1 (33.33%) Spring Batch
3 1 (33.33%) Java SE
3 1 (33.33%) Java EE
3 1 (33.33%) JIRA
3 1 (33.33%) SQL
3 1 (33.33%) Oracle
3 1 (33.33%) RDBMS
3 1 (33.33%) OCP
3 1 (33.33%) Oracle Certification
3 1 (33.33%) Hibernate
3 1 (33.33%) Oracle Database
3 1 (33.33%) Relational Database

Apache Spark
Co-occurring IT Skills in Northern Ireland 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:

Cloud Services
1 2 (66.67%) Amazon Kinesis
1 2 (66.67%) Amazon Kinesis Data Analytics
1 2 (66.67%) AWS
1 2 (66.67%) GCP
Database & Business Intelligence
1 3 (100.00%) Big Data
2 2 (66.67%) Apache Hive
2 2 (66.67%) BigQuery
2 2 (66.67%) Hadoop
3 1 (33.33%) MongoDB
3 1 (33.33%) Oracle Database
3 1 (33.33%) RDBMS
3 1 (33.33%) Relational Database
Development Applications
1 1 (33.33%) JIRA
General
1 1 (33.33%) Social Skills
Job Titles
1 2 (66.67%) Big Data Engineer
1 2 (66.67%) Data Engineer
2 1 (33.33%) Developer
2 1 (33.33%) Java Developer
Libraries, Frameworks & Software Standards
1 3 (100.00%) Kafka
2 1 (33.33%) Hibernate
2 1 (33.33%) Java EE
2 1 (33.33%) Java SE
2 1 (33.33%) Spring
2 1 (33.33%) Spring Batch
2 1 (33.33%) Spring Boot
Processes & Methodologies
1 3 (100.00%) Agile Software Development
1 3 (100.00%) DevOps
2 2 (66.67%) Analytics
2 2 (66.67%) Software Engineering
Programming Languages
1 3 (100.00%) Java
2 2 (66.67%) Scala
3 1 (33.33%) Java 8
3 1 (33.33%) SQL
Qualifications
1 1 (33.33%) OCP
1 1 (33.33%) Oracle Certification
System Software
1 2 (66.67%) Apache Flume
Systems Management
1 2 (66.67%) Oozie
Vendors
1 1 (33.33%) Oracle