Period
to

The following table provides summary statistics for permanent job vacancies advertised in the North East 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 18 August 2022 with a comparison to the same period in the previous 2 years.

Apache Spark
England > North East
6 months to
18 Aug 2022
Same period 2021 Same period 2020
Rank 103 105 -
Rank change year-on-year +2 - -
Permanent jobs citing Apache Spark 5 2 0
As % of all permanent jobs advertised in the North East 0.36% 0.17% -
As % of the Application Platforms category 3.94% 2.22% -
Number of salaries quoted 4 2 0
10th Percentile £52,000 - -
25th Percentile £58,750 £53,042 -
Median annual salary (50th Percentile) £77,500 £56,914 -
Median % change year-on-year +36.17% - -
75th Percentile £85,000 £60,785 -
90th Percentile - - -
England median annual salary £80,000 £77,500 £75,000
% change year-on-year +3.23% +3.33% -

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 the North East with a requirement for application platform skills.

All Application Platform Skills
North East
Permanent vacancies with a requirement for application platform skills 127 90 76
As % of all permanent IT jobs advertised in the North East 9.10% 7.57% 10.13%
Number of salaries quoted 96 72 56
10th Percentile £28,375 £25,500 £26,875
25th Percentile £35,990 £31,875 £31,250
Median annual salary (50th Percentile) £40,000 £40,000 £37,500
Median % change year-on-year - +6.67% -
75th Percentile £50,250 £54,500 £45,000
90th Percentile £56,250 £77,375 £48,750
England median annual salary £55,575 £52,500 £52,500
% change year-on-year +5.86% - +5.00%

Apache Spark
Job Vacancy Trend in the North East

Job postings citing Apache Spark as a proportion of all IT jobs advertised in the North East.

Job vacancy trend for Apache Spark in the North East

Apache Spark
Salary Trend in the North East

3-month moving average salary quoted in jobs citing Apache Spark in the North East.

Salary trend for Apache Spark in the North East

Apache Spark
Salary Histogram in the North East

Salary distribution for jobs citing Apache Spark in the North East over the 6 months to 18 August 2022.

Salary histogram for Apache Spark in the North East

Apache Spark
Job Locations in the North East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Spark within the North East region over the 6 months to 18 August 2022. 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
Jobs
Tyne and Wear +5 4 £77,500 +36.17%
Durham - 1 - -
Apache Spark
England

For the 6 months to 18 August 2022, 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 North East region with a requirement for Apache Spark.

1 5 (100.00%) Python
2 4 (80.00%) SQL
2 4 (80.00%) Azure
2 4 (80.00%) Databricks
2 4 (80.00%) Data Pipeline
3 3 (60.00%) Azure Synapse Analytics
3 3 (60.00%) Data Lake
3 3 (60.00%) Azure DevOps
3 3 (60.00%) Azure Data Factory
3 3 (60.00%) Data Science
3 3 (60.00%) AWS
3 3 (60.00%) Hadoop
3 3 (60.00%) Data Management
3 3 (60.00%) Data Integration
3 3 (60.00%) Apache Hive
3 3 (60.00%) R
3 3 (60.00%) Data Governance
3 3 (60.00%) Machine Learning
3 3 (60.00%) Kafka
3 3 (60.00%) Analytics
3 3 (60.00%) Jenkins
3 3 (60.00%) Docker
3 3 (60.00%) DevOps
3 3 (60.00%) Algorithms
3 3 (60.00%) Amazon Kinesis
3 3 (60.00%) Kubernetes
4 2 (40.00%) Presto
4 2 (40.00%) Spark Streaming
4 2 (40.00%) KNIME
4 2 (40.00%) Data Engineering

Apache Spark
Co-occurring IT Skills in the North East 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 (40.00%) Apache
Cloud Services
1 4 (80.00%) Azure
2 3 (60.00%) Amazon Kinesis
2 3 (60.00%) AWS
2 3 (60.00%) Azure Data Factory
2 3 (60.00%) Azure DevOps
2 3 (60.00%) Azure Synapse Analytics
3 2 (40.00%) Azure Cosmos DB
3 2 (40.00%) Azure Service Bus
3 2 (40.00%) Power Platform
4 1 (20.00%) Amazon ECS
4 1 (20.00%) Amazon EKS
4 1 (20.00%) Amazon EMR
4 1 (20.00%) Amazon S3
4 1 (20.00%) Azure AKS
4 1 (20.00%) GCP
Database & Business Intelligence
1 3 (60.00%) Apache Hive
1 3 (60.00%) Data Lake
1 3 (60.00%) Hadoop
2 2 (40.00%) Azure SQL Data Warehouse
2 2 (40.00%) Data Hub
2 2 (40.00%) Data Warehouse
2 2 (40.00%) KNIME
2 2 (40.00%) Metadata
2 2 (40.00%) NoSQL
2 2 (40.00%) Power BI
2 2 (40.00%) Presto
2 2 (40.00%) Relational Database
2 2 (40.00%) Semantic Layer
2 2 (40.00%) Tableau
3 1 (20.00%) Amazon Athena
3 1 (20.00%) Big Data
3 1 (20.00%) Data Mining
3 1 (20.00%) Electronic Patient Records
Development Applications
1 3 (60.00%) Jenkins
2 2 (40.00%) Git (software)
3 1 (20.00%) CircleCI
3 1 (20.00%) GitLab
General
1 2 (40.00%) Analytical Skills
1 2 (40.00%) Finance
2 1 (20.00%) Marketing
2 1 (20.00%) Social Skills
Job Titles
1 3 (60.00%) Data Engineer
2 1 (20.00%) AWS Data Engineer
2 1 (20.00%) AWS Engineer
2 1 (20.00%) Azure Data Engineer
2 1 (20.00%) Azure Engineer
2 1 (20.00%) Data Manager
2 1 (20.00%) Data Scientist
2 1 (20.00%) GCP Data Engineer
2 1 (20.00%) GCP Engineer
2 1 (20.00%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 3 (60.00%) Kafka
2 2 (40.00%) Apache Beam
2 2 (40.00%) Apache NiFi
2 2 (40.00%) JMS
2 2 (40.00%) Samza
2 2 (40.00%) Spark Streaming
3 1 (20.00%) PySpark
3 1 (20.00%) YAML
Miscellaneous
1 3 (60.00%) Algorithms
2 2 (40.00%) Data Structures
Processes & Methodologies
1 4 (80.00%) Data Pipeline
2 3 (60.00%) Analytics
2 3 (60.00%) Data Governance
2 3 (60.00%) Data Integration
2 3 (60.00%) Data Management
2 3 (60.00%) Data Science
2 3 (60.00%) DevOps
2 3 (60.00%) Machine Learning
3 2 (40.00%) Business Intelligence
3 2 (40.00%) Data Analytics
3 2 (40.00%) Data Engineering
3 2 (40.00%) Data Modelling
3 2 (40.00%) Data Transformation
3 2 (40.00%) Decision-Making
3 2 (40.00%) Metadata Management
3 2 (40.00%) OO
3 2 (40.00%) Open Source
3 2 (40.00%) Release Management
3 2 (40.00%) Software Engineering
3 2 (40.00%) Test Automation
Programming Languages
1 5 (100.00%) Python
2 4 (80.00%) SQL
3 3 (60.00%) R
4 2 (40.00%) C++
4 2 (40.00%) Java
4 2 (40.00%) Scala
4 2 (40.00%) T-SQL
Qualifications
1 1 (20.00%) Degree
Quality Assurance & Compliance
1 2 (40.00%) Data Quality
System Software
1 3 (60.00%) Docker
Systems Management
1 3 (60.00%) Kubernetes
2 2 (40.00%) Ansible
2 2 (40.00%) Puppet
Vendors
1 4 (80.00%) Databricks
2 2 (40.00%) Alteryx